Phase 3A.1

Setup readiness

Scooling can show account, workspace, versioning, and import-readiness status without reading private knowledge.

This response is content-free and status-only. It does not retrieve, import, sync, or write private data.

Content-free checklist

Account, workspace, and import readiness

Signed-in Scooling session: ready (scooling)
Knowtation memory context: ready (knowtation)
Workspace scope policy: ready (scooling)
MuseHub versioning context: ready (musehub)
Import dry-run policy: needs action (user)
Agent consent boundary: needs action (user)
Review controls: ready (scooling)

Dry-run wizard

Choose the next setup explanation

Current wizard state: intro. Decision: allow status only.

Safety boundary

Review the checklist and choose the next setup step.

Allowed next actions

explain platform
choose workspace
review recommendation

Blocked actions

retrieve private notes
search vault
retrieve sections
show snippets
show source ranges
run pageindex
run ocr
create external connector
import private data
write canonical memory
sync external service
publish or share

Content-free: yes. Status-only: yes. Runtime retrieval performed: no.

Phase 3A.2

Import options dry run

Scooling can show generic import paths and review requirements without connecting to providers or reading files.

This catalog is content-free. It does not read files, connect accounts, import records, sync services, or write memory.

Local files and foldersPreview a user-controlled file or folder import path before any file is read.Review required: user reviewRisk level: mediumDry-run only: yesRuntime approved: noConnector created: noPrivate data imported: no

Markdown and document exportsPreview how exported notes or documents could enter Knowtation policy later.Review required: user reviewRisk level: mediumDry-run only: yesRuntime approved: noConnector created: noPrivate data imported: no

Blocked import actions

Provider fetch performed: no. Canonical memory written: no.

Phase 3A.3

Import review-card preview

Scooling can show generic review cards for future imports without creating proposals or moving data.

These cards are previews only. They do not import data, create connectors, create proposals, or write memory.

Local files import reviewReview what a local file import would require before Scooling reads any file.Required review: user reviewStatus: preview onlyProposal created: noConnector created: noMuseHub record created: noControls: approve later, edit later, reject, save for later

Blocked review-preview actions

create knowtation proposal
import private data
connect external service
fetch provider data
persist provider payload
sync external service
write canonical memory
create musehub record
route private data to model
show raw content
show paths
show metadata values

Proposal created: no. Private data imported: no. Scooling persistence: no.

Phase 3A.4

Agent and skill guidance

Scooling can explain import review cards with content-free wizard, skill, and agent guidance.

Guidance is preview-only. It does not call a model, connect services, create proposals, or write memory.

Explain the reviewTranslate the import review card into plain language before any data moves.Guide kind: setup wizardQuestion: What would I be approving later, and what remains blocked today?Safe next step: Read the review level, risk language, and blocked actions.Model call required: noConnector required: noProposal created: no

Prepare questionsCreate content-free questions a user can answer before choosing an import path.Guide kind: platform skillQuestion: Who owns this source, who may see it, and what should never be imported?Safe next step: Write down consent, ownership, retention, and exclusion questions.Model call required: noConnector required: noProposal created: no

Compare risksCompare generic risk categories without reading source files or external values.Guide kind: review agentQuestion: Does this source contain private, shared, regulated, or third-party data?Safe next step: Choose the stricter review path when a source includes other people's data.Model call required: noConnector required: noProposal created: no

Map the next stepShow the next safe setup action while keeping imports and proposals blocked.Guide kind: setup wizardQuestion: Should I save this for later, change the source type, or stop setup?Safe next step: Use ask more, save for later, change source, or stop setup.Model call required: noConnector required: noProposal created: no

Blocked guidance actions

approve import
connect external service
fetch provider data
persist provider payload
import private data
sync external service
create knowtation proposal
write canonical memory
create musehub record
route private data to model
publish or share
spend usage
show raw content
show paths
show metadata values

Agent authority: no. Model call performed: no. Usage spend:no.

Phase 3A.5

Phase 3A setup review summary

Scooling can summarize the safe setup, import, review, and guidance slices before private-data work begins.

This summary is content-free. It does not approve retrieval, imports, connectors, proposals, model routing, publishing, billing, or writes.

3A.1: Setup readinessShow account, workspace, Knowtation, MuseHub, and import readiness as status only.Status: available preview onlyContent-free: yesRuntime approved: noPrivate data access: no

3A.2: Import options catalogShow generic import paths and review requirements without provider access.Status: available preview onlyContent-free: yesRuntime approved: noPrivate data access: no

3A.3: Import review-card previewShow future review cards and controls without proposals, imports, or records.Status: available preview onlyContent-free: yesRuntime approved: noPrivate data access: no

3A.4: Agent and skill guidanceExplain review cards with content-free wizard, skill, and agent guidance.Status: available preview onlyContent-free: yesRuntime approved: noPrivate data access: no

Muse readiness: MuseHub readiness checkpointPrepare Muse metadata and workflow before private-data implementation expands.Status: required before private dataContent-free: yesRuntime approved: noPrivate data access: no

Blocked summary actions

run retrieval
section search
parse markdown in scooling
index vault in scooling
connect external service
fetch provider data
import private data
create knowtation proposal
write canonical memory
create musehub record
route private data to model
publish or share
spend usage
sync external service
show raw content
show paths
show metadata values

Next gate: muse readiness checkpoint. Retrieval performed: no. Private data approved: no.

Phase 3A.6

MuseHub readiness checkpoint

Scooling can keep batching work on the draft mirror PR while Muse metadata and remotes are reviewed.

This checkpoint is content-free. It does not merge main, trigger deployment, initialize Muse metadata, or enable private-data features.

Mirror branchKeep using muse-mirror as the batching branch for MuseHub inspection.Status: ready for batchingEvidence: muse-mirror exists and PR #6 points from muse-mirror to main.Required before private data: yes

Draft PR batchingKeep PR #6 as a draft while more readiness work accumulates.Status: ready for batchingEvidence: PR #6 is open as a draft, so it is not a paid deploy merge request.Required before private data: yes

Muse metadataDo not require Muse commands until Scooling Muse metadata and remotes are verified.Status: not initializedEvidence: muse status reports missing repository HEAD metadata for this checkout.Required before private data: yes

Paid deploy gateDo not merge small checkpoints to main because main triggers paid deploys.Status: blocked until deploy checkpointEvidence: Netlify and 4Everland deploy from main, so merges are reserved for larger batches.Required before private data: yes

Canonical Muse transitionMove to Muse-first development only after metadata, remote, and smoke gates pass.Status: not initializedEvidence: Scooling remains on Git with draft mirror batching until Muse initialization is reviewed.Required before private data: yes

Blocked MuseHub readiness actions

merge main for small checkpoint
mark draft pr ready without deploy checkpoint
delete muse mirror branch
require muse commands before metadata
initialize muse metadata without review
trigger netlify deploy
trigger 4everland deploy
run private imports
create persistent connectors
run private retrieval
create live writeback
expand production permissions

Paid merge approved: no. Muse commands mandatory: no. Deployment triggered: no.

Phase 3A.7

Muse initialization preflight

Scooling can list the exact evidence needed before Muse commands become the daily workflow.

This preflight is review-only. It does not run Muse init, write metadata, configure remotes, merge main, or trigger deployment.

Metadata locationDecide where Scooling Muse metadata lives and which files are safe to commit.Status: needs reviewAction allowed now: noEvidence: metadata path, ignore rules for local secrets

Remote namesConfirm the MuseHub remote name and target before configuring Scooling.Status: needs reviewAction allowed now: noEvidence: MuseHub repository URL, remote name and branch mapping

Branch workflowDefine how Muse branches, GitHub mirror branches, and draft PR batching interact.Status: documentedAction allowed now: noEvidence: muse-mirror remains available, main merge approval rule

Command sequenceWrite the exact Muse command sequence before requiring the team to use it.Status: blocked until approvedAction allowed now: noEvidence: muse status succeeds, muse push target is verified

Rollback planDefine how to return to Git mirror batching if Muse initialization fails.Status: needs reviewAction allowed now: noEvidence: no paid main merge required, draft PR remains intact

Smoke testsRun local, staging, and production-safe checks before Muse becomes canonical.Status: blocked until approvedAction allowed now: noEvidence: local Muse status check, remote push dry-run or reviewed equivalent

Blocked Muse initialization actions

run muse init
write muse metadata
configure muse remote
switch canonical workflow
require muse commands
merge main
trigger deployment
delete muse mirror
run private data feature
skip smoke tests
skip rollback plan
hide deploy cost

Muse init ran: no. Metadata written: no. Deployment triggered: no.

Phase 3A.8

Muse initialization implementation checklist

Scooling can show exact initialization values, commands, rollback, and smoke tests before any workflow mutation.

This checklist is read-only. It does not run Muse, write metadata, configure remotes, merge main, or trigger deployment.

Metadata locationUse the repository-local .muse directory for Scooling Muse metadata after approval.Values: metadata directory: .muse/, commit policy: commit non-secret Muse repository metadata only, local-only policy: keep credentials, tokens, machine paths, and local caches ignoredCommands: muse init | muse statusVerification: muse status exits 0, git status shows no secrets or local cachesRollback: remove only newly generated uncommitted Muse metadata, return to draft PR batchingAction allowed now: no

Remote namesUse origin for GitHub, muse-mirror for GitHub batching, and staging as the MuseHub remote name.Values: Git remote: origin, Git mirror branch: muse-mirror, Git paid deploy branch: main, Muse remote name: staging, MuseHub repo slug to confirm before configuration: aaronrene/scoolingCommands: git remote -v | muse remote add staging <reviewed-musehub-url>Verification: git remote -v contains origin, muse remote list contains stagingRollback: remove the unverified staging Muse remote, keep PR #6 draftAction allowed now: no

Branch workflowKeep draft PR batching until Muse status, Muse remote, and smoke checks pass.Values: active local branch: main, draft GitHub PR branch: muse-mirror, paid deploy branch: main, Muse branch for initialization checkpoint: feat/scooling-muse-readinessCommands: git push origin main:muse-mirror | muse branch feat/scooling-muse-readiness | muse checkout feat/scooling-muse-readinessVerification: PR #6 remains draft, muse-mirror remains availableRollback: continue Git-only draft PR batching, do not delete muse-mirrorAction allowed now: no

Command sequenceRun Muse commands only after approval, with Git verification before and after.Values: first command: git status --short --branch, Muse status command: muse status, Muse add command: muse code add ., Muse commit command: muse commit -m <message>, Muse push command: muse push staging feat/scooling-muse-readinessCommands: git status --short --branch | muse status | muse code add . | muse commit -m "Initialize Scooling Muse readiness" | muse push staging feat/scooling-muse-readinessVerification: muse status succeeds after commit, draft PR #6 is still draftRollback: stop before push if muse status fails, keep Git history as the source of recoveryAction allowed now: no

Rollback planRollback uses the draft PR branch and local Git state without merging main.Values: rollback source: local Git commits and draft PR #6, paid merge rollback: not needed because main is not merged, Muse metadata rollback: remove only reviewed initialization changes if unpushedCommands: git status --short --branch | gh pr view 6 --json isDraftVerification: local working tree is clean, PR #6 remains draftRollback: do not merge main, do not mark PR ready, continue on muse-mirrorAction allowed now: no

Smoke testsRun local app, security, and Muse workflow checks before making Muse canonical.Values: local tests: pnpm test && pnpm lint && pnpm typecheck && pnpm security:secrets && pnpm test:e2e, Muse local check: muse status, GitHub draft PR check: gh pr checks 6 --watch=falseCommands: pnpm test && pnpm lint && pnpm typecheck && pnpm security:secrets && pnpm test:e2e | muse status | gh pr checks 6 --watch=falseVerification: all local checks pass, all draft PR checks passRollback: do not continue Muse initialization if any check fails, keep PR #6 draftAction allowed now: no

Approval gateAsk for one explicit approval before running initialization and a separate approval before main merge.Values: approval 1: initialize or configure Muse metadata, approval 2: mark PR ready and merge main, deployment cost rule: main merge triggers Netlify and 4EverlandCommands: no command runs from this checklistVerification: approval is recorded in chat before mutation, PR #6 remains draft until merge approvalRollback: if approval is not given, keep batching in draft PR #6Action allowed now: no

Blocked Muse checklist actions

run muse init
write muse metadata
configure muse remote
push muse remote
mark pull request ready
merge main
trigger deployment
delete muse mirror
skip local verification
skip remote verification
skip rollback verification
enable private data features

Muse initialization approved: no. Paid merge approved: no. Muse init ran: no.

Phase 3A.10

MuseHub staging authorization checkpoint

Staging is reachable, but Scooling's staging repo or push authorization is not ready.

This checkpoint is read-only. It does not push Muse data, create repos, change permissions, merge main, or trigger deployment.

Staging remote targetStatus: verifiedEvidence: Muse remote name: staging, MuseHub staging repo slug under review: aaronrene/scooling, remote status check returned HTTP 200 for the staging serverDecision: Keep the reviewed staging remote as a local configuration target only.Safe next step: Do not treat server reachability as push authorization.Action allowed now: no

Repository existenceStatus: blockedEvidence: read-only refs check returned 404 repo not found, read-only repository metadata check returned 404, remote tracked refs remain emptyDecision: MuseHub staging does not currently expose a usable Scooling repo.Safe next step: Create or repair the staging repo outside Scooling before retrying a push.Action allowed now: no

Push authorizationStatus: requires owner actionEvidence: local staging identity resolves to aaronrene, local auth security check is clean, server rejected the real staging push with auth requiredDecision: Local identity is present, but staging push authorization is not accepted.Safe next step: Repair MuseHub staging repo permissions before another real push attempt.Action allowed now: no

Dry-run evidenceStatus: verifiedEvidence: dry-run push computes three commits, dry-run push computes four hundred ninety eight objects, dry-run push does not upload data or prove repo write accessDecision: Use dry-run output only as local bundle readiness evidence.Safe next step: Require repo existence and push authorization before upload.Action allowed now: no

Fallback workflowStatus: fallback activeEvidence: local Muse status is healthy, GitHub draft PR branch remains muse-mirror, GitHub paid deploy branch remains mainDecision: Continue local Muse commits and push verified batches to muse-mirror.Safe next step: Keep PR #6 draft until a deploy-worthy checkpoint is approved.Action allowed now: no

Next gateStatus: requires owner actionEvidence: staging repo creation or permission repair is required, production push is not approved, main merge is not approvedDecision: Do not make MuseHub staging canonical until the target is repaired.Safe next step: Proceed with local-only Phase 3A work and preserve the blocker in setup status.Action allowed now: no

Blocked MuseHub staging actions

run muse push
create remote repo
repair staging permissions
mark pull request ready
merge main
trigger deployment
delete muse mirror
switch canonical workflow
broaden private data access
treat dry run as upload proof
hide staging blocker

Staging push approved: no. Paid merge approved: no. Muse push ran: no.

Phase 3A.11

Signed-in setup import readiness

Scooling can show signed-in setup status, dry-run import choices, and the MuseHub staging blocker without moving private data.

This response is status-only. It does not read notes, import files, create connectors, write preferences, push Muse data, merge main, or trigger deployment.

Signed-in identity fixtureStatus: readyUse a server-resolved signed-in fixture or adapter result as the only identity source.Allowed output: signed-in status, missing-session statusBlocked output: browser-supplied user id, browser-supplied role, raw identity tokenAction allowed now: no

Knowtation contextStatus: content freeReturn only content-free Knowtation readiness status.Allowed output: context-ready status, missing-context statusBlocked output: raw note content, metadata values, raw provenance pointersAction allowed now: no

MuseHub contextStatus: blockedShow the staging blocker as versioning context, not private knowledge authority.Allowed output: staging-blocked status, local mirror fallback statusBlocked output: repo creation, permission repair, muse pushAction allowed now: no

Import readinessStatus: dry run onlyOffer import categories as review previews only.Allowed output: dry-run import categories, review-required explanationsBlocked output: imported files, connector records, provider payloadsAction allowed now: no

Fallback workflowStatus: fallback activeContinue local Muse commits and GitHub muse-mirror batching.Allowed output: muse-mirror fallback status, staging repair required statusBlocked output: main merge, deployment trigger, canonical workflow switchAction allowed now: no

Decision gateStatus: requires decisionKeep setup preference persistence out of scope until separately approved.Allowed output: status-only recommendation, next decision promptBlocked output: preference writes, private data approval, paid merge approvalAction allowed now: no

Local filesPreview a local file import review path without reading files.Review required: human reviewDry-run only: yesConnector created: noPrivate data imported: no

Cloud drivePreview a future cloud-drive connector review without connecting accounts.Review required: connector policy reviewDry-run only: yesConnector created: noPrivate data imported: no

Email archivePreview a future email import review without fetching messages.Review required: admin reviewDry-run only: yesConnector created: noPrivate data imported: no

Team workspacePreview a future team workspace connector review without syncing data.Review required: connector policy reviewDry-run only: yesConnector created: noPrivate data imported: no

Blocked signed-in setup actions

use browser identity claim
persist setup preference
retrieve private notes
import private data
create external connector
create remote repo
repair staging permissions
run muse push
mark pull request ready
merge main
trigger deployment
route private data to model

Browser claims trusted: no. Staging blocked: yes. Preference written: no.

Phase 3A.12

Setup preference preflight

Scooling can preview the future non-private setup preference boundary without writing anything.

This response is content-free and preflight-only. It does not read or write preferences, notes, imports, connectors, Muse data, PR state, main, or deployments.

Signed-in identityStatus: readyUse only the server-resolved signed-in fixture or adapter result.Required before write: trusted session, workspace scope, human-visible preference labelBlocked output: browser user claim, raw identity token, hidden role escalationAction allowed now: no

Preference shapeStatus: proposedLimit a future preference to content-free setup state and review-mode labels.Required before write: stable field names, allowed values, reset behaviorBlocked output: note text, metadata values, connector account dataAction allowed now: no

Storage boundaryStatus: requires decisionRequire a separate approval before any Scooling preference persistence exists.Required before write: storage owner, retention rule, delete ruleBlocked output: preference database write, sync record, external service bodyAction allowed now: no

Authorization boundaryStatus: blockedA setup preference cannot grant Knowtation access or MuseHub write authority.Required before write: Knowtation scope check, Scooling workspace check, audit event shapeBlocked output: vault grant, MuseHub permission change, agent authorization changeAction allowed now: no

Rollback planStatus: proposedFuture preferences need visible reset, disablement, export, and deletion behavior.Required before write: reset action, operator disablement, user-visible deletion pathBlocked output: silent retention, hidden migration, irreversible setup stateAction allowed now: no

Next gateStatus: fallback activeContinue local Muse and GitHub muse-mirror batching while staging remains blocked.Required before write: seven-tier tests, secret scan, draft PR remains draftBlocked output: Muse push, main merge, deployment triggerAction allowed now: no

Setup stageOne content-free setup step label.Private data required: noPersistence approved: noUser visible: yes

Import review modeOne dry-run review mode label.Private data required: noPersistence approved: noUser visible: yes

Knowledge context statusReady, missing, or blocked status only.Private data required: noPersistence approved: noUser visible: yes

MuseHub fallback statusLocal mirror fallback or staging repair required.Private data required: noPersistence approved: noUser visible: yes

Next review gateOne next-step review label.Private data required: noPersistence approved: noUser visible: yes

Blocked setup preference actions

trust browser preference claim
write setup preference
read private notes
import private data
create external connector
create remote repo
repair staging permissions
run muse push
mark pull request ready
merge main
trigger deployment
route private data to model

Preference persistence approved: no. Preference written: no. Main merged: no.

Phase 3A.13

Setup preference persistence checklist

Scooling can show the exact gates for future non-private setup preference persistence without reading or writing preferences.

This response is content-free and checklist-only. It does not read, write, migrate, or delete preferences, notes, imports, connectors, Muse data, PR state, main, or deployments.

Storage ownerStatus: requires approvalChoose one Scooling-owned preference store before any write exists.Evidence required: storage owner, retention policy, delete pathRollback: Disable preference persistence and clear only Scooling-owned setup state.Action allowed now: no

Schema contractStatus: definedPersist only content-free setup labels and review-mode status.Evidence required: schema version, allowed values, migration ruleRollback: Reject unknown schema versions and preserve user-visible reset behavior.Action allowed now: no

Authorization checksStatus: blockedA preference write cannot grant Knowtation or MuseHub authority.Evidence required: server session, workspace scope, human actionRollback: Deny preference writes if identity or workspace scope is unresolved.Action allowed now: no

Lifecycle controlsStatus: requires approvalDefine reset, export, deletion, and operator disablement first.Evidence required: reset control, export disclosure, delete verificationRollback: Provide a visible reset path before enabling persistence.Action allowed now: no

Audit controlsStatus: definedRecord only metadata about preference decisions, never private content.Evidence required: request id, policy version, effect flagsRollback: Drop audit entries that contain content-bearing values.Action allowed now: no

Rollout gateStatus: fallback activeKeep PR #6 draft and use local Muse plus GitHub muse-mirror batching.Evidence required: seven-tier tests, secret scan, draft PR stateRollback: Stop before main merge or deployment unless separately approved.Action allowed now: no

Blocked setup preference persistence actions

read setup preference
write setup preference
migrate setup preferences
trust browser preference claim
read private notes
import private data
create external connector
run muse push
mark pull request ready
merge main
trigger deployment
route private data to model

Preference persistence approved: no. Preference written: no. Preference migrated: no.

Phase 3A.14

Setup preference review preview

Scooling can preview future human review cards for non-private setup preference persistence without accepting approvals.

This response is content-free and preview-only. It does not approve, reject, save, read, write, migrate, import, push, merge, or deploy anything.

User intentStatus: requires human reviewA future preference write needs a clear human-visible setup intent.Question: Which setup step would the user expect Scooling to remember?Safe next step: Keep the review as a preview until persistence is approved.Controls: review later, request more context, keep disabledApproval allowed now: noPersistence allowed now: no

Preference scopeStatus: preview onlyThe remembered value must stay content-free and workspace-scoped.Question: Does the preference avoid note bodies, metadata values, paths, and counts?Safe next step: Limit future values to setup labels and review-mode labels.Controls: review later, keep disabledApproval allowed now: noPersistence allowed now: no

Authorization reviewStatus: blockedA setup preference cannot grant Knowtation access or MuseHub write authority.Question: Are Knowtation and MuseHub permissions still checked by their owners?Safe next step: Require server-side scope checks before any later write-capable slice.Controls: request more context, keep disabledApproval allowed now: noPersistence allowed now: no

Lifecycle reviewStatus: requires human reviewReset, export, deletion, retention, and disablement must exist before persistence.Question: Can the user see and remove the remembered setup state?Safe next step: Keep persistence disabled until lifecycle controls are implemented.Controls: review later, request more context, keep disabledApproval allowed now: noPersistence allowed now: no

Rollout reviewStatus: fallback activePR #6 stays draft while local Muse and GitHub muse-mirror batching continue.Question: Is this still a draft readiness batch rather than a deploy-worthy merge?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review later, keep disabled, open next gateApproval allowed now: noPersistence allowed now: no

Next gateStatus: preview onlyA future write-capable slice needs explicit approval and a new test plan.Question: What exact storage target and lifecycle rules should be approved next?Safe next step: Continue no-write setup readiness work until a persistence decision is approved.Controls: review later, request more context, open next gateApproval allowed now: noPersistence allowed now: no

Blocked setup preference review actions

approve setup preference write
reject setup preference write
save setup preference draft
read setup preference
write setup preference
read private notes
import private data
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Approval accepted: no. Preference draft saved: no. Preference written: no.

Phase 3A.15

Setup preference reset preview

Scooling can preview future reset, delete, export, and disablement controls without performing any of them.

This response is content-free and preview-only. It does not reset, delete, export, disable, read, write, import, push, merge, or deploy anything.

Reset controlStatus: requires human reviewPreview the future control for resetting content-free setup state.Control: Reset setup guidanceRequired first: confirmation copy, effect summary, audit eventAction allowed now: no

Delete controlStatus: requires human reviewPreview the future control for deleting Scooling-owned setup preferences.Control: Delete setup preferenceRequired first: storage owner, delete verification, undo disclosureAction allowed now: no

Export disclosureStatus: preview onlyPreview the future disclosure for exporting non-private setup preference labels.Control: Show exportable setup stateRequired first: field list, format label, privacy noteAction allowed now: no

Operator disablementStatus: blockedPreview the future operator switch for disabling setup preference persistence.Control: Disable setup preference persistenceRequired first: operator policy, user fallback copy, disable auditAction allowed now: no

Audit cleanupStatus: preview onlyPreview audit cleanup rules without creating or deleting audit records.Control: Review setup preference audit metadataRequired first: metadata-only audit, redaction check, retention ruleAction allowed now: no

Next gateStatus: fallback activeContinue local Muse and GitHub muse-mirror batching while persistence stays disabled.Control: Keep PR #6 draftRequired first: seven-tier tests, secret scan, separate approvalAction allowed now: no

Blocked setup preference reset actions

reset setup preference
delete setup preference
export setup preference
disable setup preference persistence
read setup preference
write setup preference
import private data
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Reset approved: no. Reset performed: no. Export generated: no.

Phase 3A.16

Setup preference storage target preview

Scooling can preview future storage target choices for content-free setup preferences without selecting or using any storage.

This response is content-free and preview-only. It does not select, create, read, write, migrate, import, push, merge, or deploy anything.

Scooling local stateStatus: requires human reviewPreview Scooling-owned storage for non-private setup labels.Storage owner: scoolingAllowed value shape: workspace-scoped setup labels onlyRequired first: storage schema, reset control, delete controlSelection allowed now: noPersistence allowed now: no

Knowtation-owned memoryStatus: blockedPreview Knowtation as the owner for any private knowledge memory.Storage owner: knowtationAllowed value shape: permission status labels onlyRequired first: Knowtation authorization, vault scope proof, redaction policySelection allowed now: noPersistence allowed now: no

MuseHub provenanceStatus: blockedPreview MuseHub as provenance context, not a private preference store.Storage owner: musehubAllowed value shape: readiness and provenance labels onlyRequired first: staging repo access, push policy, paid merge approvalSelection allowed now: noPersistence allowed now: no

User exportStatus: preview onlyPreview a user-visible export surface for non-private setup preference labels.Storage owner: userAllowed value shape: human-readable setup labels onlyRequired first: field list, format disclosure, manual confirmationSelection allowed now: noPersistence allowed now: no

Operator policyStatus: requires human reviewPreview the policy that can keep preference storage disabled for a workspace.Storage owner: operatorAllowed value shape: policy status labels onlyRequired first: administrator copy, fallback path, audit labelSelection allowed now: noPersistence allowed now: no

Next gateStatus: fallback activeKeep storage selection disabled while PR #6 remains a draft readiness batch.Storage owner: scoolingAllowed value shape: next-step labels onlyRequired first: seven-tier tests, secret scan, separate approvalSelection allowed now: noPersistence allowed now: no

Blocked setup preference storage actions

select setup preference storage target
create setup preference storage target
read setup preference storage target
write setup preference storage target
migrate setup preference storage target
read setup preference
write setup preference
import private data
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Storage target approved: no. Storage selected: no. Storage written: no.

Phase 3A.17

Setup preference storage authorization checklist

Scooling can preview the evidence required before future setup preference storage decisions without granting authority.

This response is content-free and checklist-only. It does not approve, grant, select, create, read, write, migrate, import, push, merge, or deploy anything.

Scooling storage policyStatus: requires human reviewOwner: scoolingScooling needs a content-free schema before it can own setup preference storage.Evidence: schema and lifecycle policyRequired first: allowed fields, reset control, delete controlAction allowed now: no

Knowtation scope boundaryStatus: blockedOwner: knowtationKnowtation remains the owner for private knowledge scope decisions.Evidence: Knowtation authorization labelRequired first: scope proof label, redaction proof label, no private value copyAction allowed now: no

MuseHub permission boundaryStatus: blockedOwner: musehubMuseHub provenance cannot be used as permission to write setup preferences.Evidence: MuseHub readiness labelRequired first: staging access label, push policy label, paid merge approvalAction allowed now: no

Lifecycle controlsStatus: requires human reviewOwner: scoolingUsers must see reset, delete, export, and disablement before storage is selected.Evidence: lifecycle control labelRequired first: reset preview, delete preview, export disclosureAction allowed now: no

Audit redactionStatus: checklist onlyOwner: operatorAudit labels must prove storage choices stay metadata-only and content-free.Evidence: redacted audit labelRequired first: request label, decision label, effect labelAction allowed now: no

Next gateStatus: fallback activeOwner: operatorPR #6 stays draft while storage authorization remains checklist-only.Evidence: draft PR labelRequired first: seven-tier tests, secret scan, separate approvalAction allowed now: no

Blocked setup preference storage authorization actions

approve setup preference storage target
grant knowtation scope
grant musehub permission
select setup preference storage target
create setup preference storage target
read setup preference storage target
write setup preference storage target
migrate setup preference storage target
read setup preference
write setup preference
import private data
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Storage authorization approved: no. Knowtation scope granted: no. MuseHub permission granted: no.

Phase 3A.18

Setup preference storage authorization review preview

Scooling can preview future storage authorization review cards without accepting approval or granting authority.

This response is content-free and preview-only. It does not approve, reject, save, grant, select, create, read, write, migrate, import, push, merge, or deploy anything.

Scooling policy reviewStatus: requires human reviewA future authorization needs a content-free Scooling storage policy review.Question: Does Scooling only store setup labels that the user can reset and delete?Safe next step: Keep approval disabled until schema, lifecycle, and audit labels are reviewed.Controls: review later, request more context, keep disabledApproval allowed now: noAuthority granted now: no

Knowtation scope reviewStatus: blockedScooling cannot grant Knowtation scope through a review card.Question: Is Knowtation still the only authority for private knowledge scope?Safe next step: Require Knowtation-owned authorization before any private scope can be used.Controls: request more context, keep disabledApproval allowed now: noAuthority granted now: no

MuseHub permission reviewStatus: blockedScooling cannot grant MuseHub write authority through a review card.Question: Is MuseHub provenance still separate from write permission?Safe next step: Keep staging push and paid merge decisions behind separate approval.Controls: request more context, keep disabledApproval allowed now: noAuthority granted now: no

Lifecycle reviewStatus: requires human reviewStorage authorization needs visible reset, delete, export, and disablement controls.Question: Can the user see how future setup state would be removed or exported?Safe next step: Keep authorization disabled until lifecycle controls are approved.Controls: review later, request more context, keep disabledApproval allowed now: noAuthority granted now: no

Redaction reviewStatus: preview onlyAudit and review labels must remain metadata-only and content-free.Question: Do all evidence labels avoid paths, content, counts, and connector data?Safe next step: Review redaction labels before any later write-capable storage slice.Controls: review later, keep disabledApproval allowed now: noAuthority granted now: no

Next gateStatus: fallback activePR #6 stays draft while storage authorization remains preview-only.Question: Is this still a readiness batch instead of a deploy-worthy merge?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review later, keep disabled, open next gateApproval allowed now: noAuthority granted now: no

Blocked setup preference storage authorization review actions

approve setup preference storage authorization
reject setup preference storage authorization
save setup preference storage authorization draft
grant knowtation scope
grant musehub permission
select setup preference storage target
create setup preference storage target
read setup preference storage target
write setup preference storage target
migrate setup preference storage target
read setup preference
write setup preference
import private data
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Approval accepted: no. Knowtation scope granted: no. MuseHub permission granted: no.

Phase 3A.19

Setup preference storage authorization denial and rollback preview

Scooling can preview future denial and rollback review cards without accepting denial, rollback, or revocation.

This response is content-free and preview-only. It does not deny, roll back, revoke, clean up, delete, read, write, migrate, import, push, merge, or deploy anything.

Denial reviewStatus: requires human reviewPreview the future review card for denying a storage authorization request.Question: Can the user see why storage authorization is not allowed?Safe next step: Keep denial disabled until copy, audit labels, and appeal path are reviewed.Controls: review later, request more context, keep disabledDenial allowed now: noRollback allowed now: no

Knowtation scope revoke reviewStatus: blockedScooling cannot revoke Knowtation scope through a review card.Question: Is Knowtation still the owner for private scope revocation?Safe next step: Require Knowtation-owned revocation before private scope can change.Controls: request more context, keep disabledDenial allowed now: noRollback allowed now: no

MuseHub permission revoke reviewStatus: blockedScooling cannot revoke MuseHub write authority through a review card.Question: Is MuseHub still the owner for remote write permission changes?Safe next step: Keep MuseHub permission changes behind separate MuseHub approval.Controls: request more context, keep disabledDenial allowed now: noRollback allowed now: no

Storage cleanup reviewStatus: preview onlyPreview cleanup questions without reading, deleting, or migrating storage.Question: Does cleanup avoid private content, paths, and storage records?Safe next step: Keep cleanup disabled until storage ownership and redaction are approved.Controls: review later, keep disabledDenial allowed now: noRollback allowed now: no

Rollback reviewStatus: requires human reviewPreview rollback checks for undoing future storage authorization state.Question: Can rollback be explained without exposing stored preference values?Safe next step: Keep rollback disabled until lifecycle and audit behavior is approved.Controls: review later, request more context, keep disabledDenial allowed now: noRollback allowed now: no

Next gateStatus: fallback activePR #6 stays draft while denial and rollback behavior remains preview-only.Question: Is this still a readiness batch instead of a deploy-worthy merge?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review later, keep disabled, open next gateDenial allowed now: noRollback allowed now: no

Blocked setup preference storage denial rollback actions

deny setup preference storage authorization
rollback setup preference storage authorization
revoke knowtation scope
revoke musehub permission
cleanup setup preference storage target
delete setup preference storage target
read setup preference storage target
write setup preference storage target
migrate setup preference storage target
read setup preference
write setup preference
import private data
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Denial accepted: no. Rollback accepted: no. Storage cleaned: no.

Phase 3A.20

Model training and runtime billing acknowledgement preview

Scooling can preview future Unsloth, training, and billing acknowledgement cards without accepting spend or running models.

This response is content-free and preview-only. It does not approve runtime use, route private data, run inference, start training, create LoRA jobs, export artifacts, run evaluations, charge billing, deduct credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Runtime lane acknowledgementStatus: requires human reviewPreview how Scooling would explain optional local or self-hosted Unsloth lanes.Question: Does the user understand Unsloth is a model runtime, not memory storage?Safe next step: Keep runtime approval disabled until adapter, endpoint, and support rules exist.Controls: review later, request more context, keep disabledAcknowledgement allowed now: noSpend allowed now: no

Knowtation context acknowledgementStatus: blockedScooling cannot route private Knowtation context through this acknowledgement card.Question: Is Knowtation still the authority for private memory and scoped retrieval?Safe next step: Require Knowtation-owned retrieval authorization before any model context use.Controls: request more context, keep disabledAcknowledgement allowed now: noSpend allowed now: no

Training consent acknowledgementStatus: requires human reviewPreview separate consent for optional fine-tuning, LoRA, export, and evaluation jobs.Question: Can the user see that retrieval comes before optional model training?Safe next step: Keep training disabled until consent, deletion, retention, and quality gates exist.Controls: review later, request more context, keep disabledAcknowledgement allowed now: noSpend allowed now: no

Billing credit acknowledgementStatus: preview onlyPreview separate training credits without charging an account or deducting credits.Question: Can the payer distinguish inference credits from optional training credits?Safe next step: Keep spend disabled until pack, ledger, cap, refund, and audit rules are approved.Controls: review later, keep disabledAcknowledgement allowed now: noSpend allowed now: no

Security review acknowledgementStatus: blockedEndpoint, key, logging, license, and server-side tool reviews are required first.Question: Are endpoint exposure and secret handling blocked until security review passes?Safe next step: Keep Unsloth endpoints disabled until security and license review is complete.Controls: request more context, keep disabledAcknowledgement allowed now: noSpend allowed now: no

Next gateStatus: fallback activePR #6 stays draft while runtime, training, and billing acknowledgement is preview-only.Question: Is this still a readiness batch instead of a deploy-worthy paid feature?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review later, keep disabled, open next gateAcknowledgement allowed now: noSpend allowed now: no

Blocked model training runtime billing actions

accept model training acknowledgement
approve model runtime
route private data to model
run model inference
start model training
create lora job
export model artifact
run evaluation job
charge billing account
deduct training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Acknowledgement accepted: no. Model training started: no. Training credits deducted: no.

Phase 3A.21

Model runtime endpoint security preflight

Scooling can preview endpoint security checklist items without accepting an endpoint or running a model.

This response is content-free and checklist-only. It does not approve, save, test, store keys, route private data, run inference, start training, enable tools, write logs, charge billing, deduct credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Endpoint ownershipStatus: requires security reviewOwner: operatorIdentify who controls the local or self-hosted model endpoint before any use.Evidence: Owner, support path, and shutdown authority documented without endpoint URL.Blocked until: owner review, support policy, shutdown authorityAction allowed now: no

API key custodyStatus: blockedOwner: scoolingDefine secret handling before accepting an endpoint API key.Evidence: Key custody, rotation, revocation, and redaction policy documented.Blocked until: secret storage design, rotation policy, redaction testsAction allowed now: no

Network and origin policyStatus: requires security reviewOwner: operatorDefine allowed origins, network reachability, and request boundaries.Evidence: Origin allowlist, timeout, retry, and egress policy documented.Blocked until: origin policy, egress policy, timeout policyAction allowed now: no

Logging redactionStatus: blockedOwner: scoolingProve prompts, responses, keys, endpoints, and vault references are redacted.Evidence: Safe metadata-only logging policy documented.Blocked until: prompt redaction, response redaction, endpoint redactionAction allowed now: no

Server-side tool restrictionsStatus: blockedOwner: scoolingKeep endpoint-backed models from gaining file, shell, network, or write tools.Evidence: Tool-deny policy and escalation review documented.Blocked until: tool denylist, privilege boundary, escalation reviewAction allowed now: no

License reviewStatus: requires security reviewOwner: operatorReview runtime, model, and Studio licenses before product packaging.Evidence: License obligations documented before hosted or distributed use.Blocked until: runtime license review, model license review, distribution reviewAction allowed now: no

Next gateStatus: fallback activeOwner: musehubKeep PR #6 draft while endpoint security remains checklist-only.Evidence: Draft PR and no-main-merge policy visible.Blocked until: separate approval, green checks, paid deployment approvalAction allowed now: no

Blocked model runtime endpoint actions

approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
store model runtime api key
route private data to model endpoint
run model inference
start model training
enable server side tools
write endpoint logs
charge billing account
deduct runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Endpoint approved: no. API key accepted: no. Connection tested: no.

Phase 3A.22

Model runtime endpoint connection dry run

Scooling can preview future endpoint connection test questions without contacting an endpoint.

This response is content-free and preview-only. It does not approve, save, test, send probes, store keys, route private data, run inference, start training, write logs, charge billing, deduct credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Endpoint shapeStatus: requires security reviewPreview the future checks for endpoint type and supported protocol.Question: Can Scooling validate endpoint shape without storing a URL?Safe next step: Keep endpoint entry disabled until endpoint schema and ownership are approved.Blocked until: endpoint schema, ownership review, redaction reviewConnection allowed now: no

Authentication headerStatus: blockedPreview authentication-header checks without accepting or storing a key.Question: Can authentication be described without revealing a key or token?Safe next step: Keep key entry disabled until custody, rotation, and redaction rules exist.Blocked until: key custody, rotation policy, secret redactionConnection allowed now: no

Network timeoutStatus: preview onlyPreview timeout, retry, and failure labels without sending a network request.Question: Can timeout behavior fail closed before any endpoint is contacted?Safe next step: Keep connection testing disabled until timeout and retry policy is approved.Blocked until: timeout policy, retry policy, offline fallbackConnection allowed now: no

Health responseStatus: requires security reviewPreview the future health-response contract without probing an endpoint.Question: Can health checks avoid prompts, private context, and model inference?Safe next step: Keep probe requests disabled until a metadata-only health contract exists.Blocked until: health schema, metadata-only response, no prompt payloadConnection allowed now: no

Model contractStatus: blockedPreview model capability checks without running inference or training.Question: Can the model contract be reviewed without sending learner content?Safe next step: Keep model calls disabled until Knowtation scope and prompt policy are approved.Blocked until: scope authorization, prompt minimization, runtime policyConnection allowed now: no

Log redactionStatus: blockedPreview redaction checks without writing endpoint logs.Question: Can logs stay metadata-only and exclude endpoints, keys, prompts, and outputs?Safe next step: Keep logging disabled until endpoint and model redaction tests pass.Blocked until: endpoint redaction, key redaction, prompt and response redactionConnection allowed now: no

Next gateStatus: fallback activePR #6 stays draft while endpoint connection testing remains preview-only.Question: Is this still a readiness batch instead of a runtime-enabled feature?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Blocked until: separate approval, green checks, paid deployment approvalConnection allowed now: no

Blocked model runtime connection actions

approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Endpoint accepted: no. Probe sent: no. Connection tested: no.

Phase 3A.23

Model runtime endpoint connection test authorization checklist

Scooling can show required evidence before a future endpoint connection test is authorized.

This response is content-free and checklist-only. It does not authorize, approve, save, test, send probes, store keys, route private data, run inference, start training, write logs, charge billing, deduct credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Identity and scopeStatus: requires security reviewOwner: knowtationConfirm the signed-in user and workspace scope before any connection test.Evidence: Identity, workspace, and Knowtation scope review documented without vault data.Blocked until: signed-in identity, workspace scope, Knowtation authorization reviewAuthorization allowed now: no

Endpoint owner attestationStatus: blockedOwner: operatorDocument who controls the endpoint before any connection test can be considered.Evidence: Owner, shutdown authority, and support path documented without endpoint URL.Blocked until: owner attestation, shutdown authority, support pathAuthorization allowed now: no

Key custody attestationStatus: blockedOwner: scoolingDefine key custody before any endpoint credential can be accepted.Evidence: Secret storage, rotation, revocation, and redaction policy documented.Blocked until: secret storage design, rotation policy, revocation policyAuthorization allowed now: no

Probe payload policyStatus: blockedOwner: scoolingDefine a metadata-only probe payload before any probe request can be sent.Evidence: No prompt, no learner content, no vault reference, and no model inference.Blocked until: metadata-only probe, no prompt payload, no private contextAuthorization allowed now: no

Network egress reviewStatus: requires security reviewOwner: operatorReview egress, timeout, retry, and origin policy before any endpoint call.Evidence: Origin allowlist, egress boundary, timeout, and retry policy documented.Blocked until: origin allowlist, egress boundary, timeout policyAuthorization allowed now: no

Redaction reviewStatus: blockedOwner: scoolingProve endpoint, key, prompt, response, and vault references are never logged.Evidence: Redaction tests documented before endpoint logs can exist.Blocked until: endpoint redaction, key redaction, prompt and response redactionAuthorization allowed now: no

Next gateStatus: fallback activeOwner: musehubKeep PR #6 draft while connection test authorization remains checklist-only.Evidence: Draft PR and no-main-merge policy visible.Blocked until: separate approval, green checks, paid deployment approvalAuthorization allowed now: no

Blocked model runtime connection test authorization actions

authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Connection test authorized: no. Probe sent: no. Connection tested: no.

Phase 3A.24

Model runtime endpoint connection test authorization review preview

Scooling can preview connection test authorization review cards without accepting approval.

This response is content-free and preview-only. It does not accept review, authorize, approve, save, test, send probes, store keys, route private data, run inference, start training, write logs, charge billing, deduct credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Identity scope reviewStatus: requires security reviewPreview review questions for user identity, workspace scope, and Knowtation authority.Question: Is the reviewer seeing only scope status without private vault content?Safe next step: Keep connection test authorization blocked until identity scope is reviewed.Controls: review identity scope, request more evidence, keep blockedApproval allowed now: noAuthorization allowed now: no

Endpoint owner reviewStatus: blockedPreview owner-review questions without accepting an endpoint URL.Question: Has endpoint control been documented without exposing endpoint values?Safe next step: Keep endpoint approval disabled until owner evidence is reviewed.Controls: review endpoint owner, request more evidence, keep blockedApproval allowed now: noAuthorization allowed now: no

Key custody reviewStatus: blockedPreview key-custody review questions without accepting or storing a key.Question: Can key custody be reviewed without revealing a secret?Safe next step: Keep key entry disabled until custody evidence is reviewed.Controls: review key custody, request more evidence, keep blockedApproval allowed now: noAuthorization allowed now: no

Probe payload reviewStatus: blockedPreview metadata-only probe review questions without sending a probe.Question: Does the future probe exclude prompts, learner content, and vault references?Safe next step: Keep probe requests disabled until payload evidence is reviewed.Controls: review probe payload, request more evidence, keep blockedApproval allowed now: noAuthorization allowed now: no

Network egress reviewStatus: requires security reviewPreview egress, timeout, retry, and origin review questions.Question: Are egress boundaries visible without contacting a runtime endpoint?Safe next step: Keep connection testing disabled until network evidence is reviewed.Controls: review network egress, request more evidence, keep blockedApproval allowed now: noAuthorization allowed now: no

Redaction reviewStatus: blockedPreview redaction review questions without writing endpoint logs.Question: Do logs remain metadata-only and exclude endpoints, keys, prompts, and outputs?Safe next step: Keep logging disabled until redaction evidence is reviewed.Controls: review redaction, request more evidence, keep blockedApproval allowed now: noAuthorization allowed now: no

Next gateStatus: fallback activePR #6 stays draft while authorization review remains preview-only.Question: Is this still a readiness batch instead of a runtime-enabled feature?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: keep blocked, request more evidenceApproval allowed now: noAuthorization allowed now: no

Blocked model runtime connection test authorization review actions

accept connection test authorization review
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Review accepted: no. Connection test authorized: no. Probe sent: no.

Phase 3A.25

Model runtime endpoint connection test authorization denial rollback preview

Scooling can preview denial and rollback cards without denying or rolling back anything.

This response is content-free and preview-only. It does not deny, roll back, accept review, authorize, approve, save, test, send or cancel probes, store or clean keys, route private data, run inference, start training, write logs, charge billing, deduct credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Authorization denial reviewStatus: requires security reviewPreview a future review card for denying connection test authorization.Question: Can the user see why authorization remains unavailable without endpoint data?Safe next step: Keep denial disabled until user-visible copy and audit labels are reviewed.Controls: review later, request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Authorization rollback reviewStatus: blockedPreview rollback questions without changing authorization state.Question: Can rollback be explained without implying a test was authorized?Safe next step: Keep rollback disabled until authorization lifecycle evidence is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Endpoint approval rollback reviewStatus: blockedPreview endpoint rollback questions without approving or saving an endpoint.Question: Does endpoint rollback avoid endpoint URLs and persisted runtime records?Safe next step: Keep endpoint rollback disabled until endpoint ownership evidence is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Probe cancellation reviewStatus: preview onlyPreview probe cancellation questions without sending or cancelling a probe.Question: Can cancellation be described while no probe request exists?Safe next step: Keep probe cancellation disabled until probe lifecycle evidence is reviewed.Controls: review later, keep disabledDenial allowed now: noRollback allowed now: no

Key cleanup reviewStatus: blockedPreview key cleanup questions without accepting, storing, or cleaning a key.Question: Can key cleanup be reviewed without revealing or touching a secret?Safe next step: Keep key cleanup disabled until secret custody evidence is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Audit notice reviewStatus: requires security reviewPreview audit notice copy without writing endpoint logs.Question: Does the notice stay metadata-only and exclude prompts, outputs, keys, and URLs?Safe next step: Keep audit notices preview-only until redaction evidence is reviewed.Controls: review later, request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Next gateStatus: fallback activePR #6 stays draft while denial and rollback behavior remains preview-only.Question: Is this still a readiness batch instead of a runtime-enabled feature?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review later, keep disabled, open next gateDenial allowed now: noRollback allowed now: no

Blocked model runtime connection test denial rollback actions

deny connection test authorization review
rollback connection test authorization
accept connection test authorization review
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
cancel model runtime probe request
store model runtime api key
cleanup model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Denial accepted: no. Rollback accepted: no. Probe cancelled: no.

Phase 3A.26

Model runtime endpoint connection test result receipt preview

Scooling can preview future connection test result receipt cards without running a test.

This response is content-free and preview-only. It does not accept or persist receipts, authorize, approve, save, test, send probes, store payloads or responses, store keys, route private data, run inference, start training, write logs, charge billing, deduct credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Test identity receiptStatus: not runPreview the identity line for a future connection test receipt.Receipt line: Connection test identity: not measured.Safe next step: Keep identity receipt preview-only until a later test is approved.Measured now: noReceipt persisted now: no

Endpoint reachability receiptStatus: not runPreview reachability wording without contacting a runtime endpoint.Receipt line: Endpoint reachability: not measured.Safe next step: Keep reachability unknown until an approved probe exists.Measured now: noReceipt persisted now: no

Authentication receiptStatus: blockedPreview authentication status without accepting or storing a key.Receipt line: Authentication check: not measured.Safe next step: Keep authentication receipt disabled until key custody is approved.Measured now: noReceipt persisted now: no

Model contract receiptStatus: preview onlyPreview model contract status without running inference.Receipt line: Model contract check: not measured.Safe next step: Keep model contract validation behind a later no-private-data probe policy.Measured now: noReceipt persisted now: no

Redaction receiptStatus: blockedPreview redaction status without writing endpoint logs.Receipt line: Redaction check: not measured.Safe next step: Keep result receipts metadata-only until log policy is approved.Measured now: noReceipt persisted now: no

Billing receiptStatus: blockedPreview billing status without charging an account or deducting credits.Receipt line: Billing impact: none measured and no spend authorized.Safe next step: Keep billing disabled until payer-visible approval exists.Measured now: noReceipt persisted now: no

Next gateStatus: fallback activePR #6 stays draft while connection test receipts remain preview-only.Receipt line: Deployment gate: draft batching remains active.Safe next step: Do not mark PR #6 ready or merge main without separate approval.Measured now: noReceipt persisted now: no

Blocked model runtime connection test receipt actions

accept connection test result receipt
persist connection test result receipt
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime probe payload
store model runtime probe response
store model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Receipt accepted: no. Connection tested: no. Probe response stored: no.

Phase 3A.27

Model runtime endpoint connection test result receipt review preview

Scooling can preview future receipt review cards without accepting or persisting a receipt.

This response is content-free and preview-only. It does not accept review, accept or persist receipts, authorize, approve, save, test, send probes, store payloads or responses, store keys, route private data, run inference, start training, write logs, charge billing, deduct credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Receipt scope reviewStatus: requires security reviewPreview scope questions for a future connection test receipt.Question: Does the receipt stay metadata-only without endpoint values or private data?Safe next step: Keep receipt review disabled until scope evidence is reviewed.Controls: review later, request more evidence, keep disabledReview accepted now: noPersistence allowed now: no

Endpoint result reviewStatus: blockedPreview endpoint result questions without contacting an endpoint.Question: Can endpoint status be reviewed without URL, header, body, or latency values?Safe next step: Keep endpoint result review disabled until connection testing is approved.Controls: request more evidence, keep disabledReview accepted now: noPersistence allowed now: no

Probe payload redaction reviewStatus: blockedPreview payload redaction questions without storing a probe payload.Question: Does the future payload exclude prompts, learner content, and vault references?Safe next step: Keep payload review disabled until redaction evidence is reviewed.Controls: review later, request more evidence, keep disabledReview accepted now: noPersistence allowed now: no

Probe response redaction reviewStatus: blockedPreview response redaction questions without storing a probe response.Question: Does the future response exclude model outputs, keys, endpoints, and headers?Safe next step: Keep response review disabled until response retention is approved.Controls: review later, request more evidence, keep disabledReview accepted now: noPersistence allowed now: no

Billing result reviewStatus: blockedPreview billing review questions without charging or deducting credits.Question: Can the user see that no spend occurred and no payer approved spend?Safe next step: Keep billing receipt review disabled until payer approval exists.Controls: request more evidence, keep disabledReview accepted now: noPersistence allowed now: no

Receipt persistence reviewStatus: preview onlyPreview persistence questions without saving a result receipt.Question: Is persistence still blocked until retention and audit policy are approved?Safe next step: Keep receipt persistence disabled until retention evidence is reviewed.Controls: review later, keep disabledReview accepted now: noPersistence allowed now: no

Next gateStatus: fallback activePR #6 stays draft while result receipt review remains preview-only.Question: Is this still a readiness batch instead of a runtime-enabled feature?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review later, keep disabled, open next gateReview accepted now: noPersistence allowed now: no

Blocked model runtime connection test receipt review actions

accept connection test result receipt review
accept connection test result receipt
persist connection test result receipt
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime probe payload
store model runtime probe response
store model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Receipt review accepted: no. Receipt persisted: no. Probe response stored: no.

Phase 3A.28

Model runtime endpoint connection test result receipt denial rollback preview

Scooling can preview denial and rollback cards without denying, rolling back, accepting, or saving receipts.

This response is content-free and preview-only. It does not deny, roll back, accept review, accept or persist receipts, authorize, approve, save, test, send probes, store or clean payloads or responses, store or clean keys, route private data, run inference, start training, write logs, charge billing, deduct or refund credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Receipt review denial reviewStatus: requires security reviewPreview denial questions for a future receipt review.Question: Can denial be explained without endpoint data, payloads, or private content?Safe next step: Keep denial disabled until receipt review copy and audit labels are reviewed.Controls: review later, request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Receipt acceptance rollback reviewStatus: blockedPreview receipt acceptance rollback questions without accepting a receipt.Question: Can rollback be shown without implying a receipt was accepted?Safe next step: Keep acceptance rollback disabled until receipt lifecycle evidence is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Receipt persistence rollback reviewStatus: blockedPreview receipt persistence rollback questions without saving a receipt.Question: Does persistence rollback avoid stored receipt records and endpoint artifacts?Safe next step: Keep persistence rollback disabled until retention policy is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Probe artifact cleanup reviewStatus: blockedPreview cleanup questions without probe payloads or responses existing.Question: Can cleanup be described while no probe artifacts were stored?Safe next step: Keep cleanup disabled until artifact custody evidence is reviewed.Controls: review later, request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Audit notice reviewStatus: preview onlyPreview audit notice copy without writing endpoint logs.Question: Does the notice stay metadata-only and exclude endpoints, headers, and bodies?Safe next step: Keep audit notices preview-only until redaction evidence is reviewed.Controls: review later, keep disabledDenial allowed now: noRollback allowed now: no

Billing reversal reviewStatus: blockedPreview billing reversal questions without charging, deducting, or refunding credits.Question: Can reversal stay disabled because no spend or ledger entry exists?Safe next step: Keep billing reversal disabled until payer and ledger policy are approved.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Next gateStatus: fallback activePR #6 stays draft while receipt denial and rollback behavior remains preview-only.Question: Is this still a readiness batch instead of a runtime-enabled feature?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review later, keep disabled, open next gateDenial allowed now: noRollback allowed now: no

Blocked model runtime connection test receipt denial rollback actions

deny connection test result receipt review
rollback connection test result receipt review
rollback connection test result receipt acceptance
rollback connection test result receipt persistence
accept connection test result receipt review
accept connection test result receipt
persist connection test result receipt
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime probe payload
store model runtime probe response
cleanup model runtime probe artifacts
store model runtime api key
cleanup model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
refund runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Receipt review denied: no. Receipt persistence rolled back: no. Probe artifacts cleaned: no.

Phase 3A.29

Model runtime endpoint connection test result receipt retention checklist

Scooling can show required retention evidence before any future result receipt can be saved.

This response is content-free and checklist-only. It does not accept or persist retention policies, accept review, accept or persist receipts, delete receipts, clean artifacts, authorize, approve, save, test, send probes, store payloads or responses, store keys, route private data, run inference, start training, write logs, charge billing, deduct or refund credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Retention scopeStatus: requires security reviewOwner: scoolingDefine the exact metadata-only receipt fields before any receipt can be saved.Evidence: Allowed receipt fields documented without endpoints, keys, payloads, or bodies.Blocked until: metadata-only field list, forbidden field list, security reviewRetention allowed now: noPersistence allowed now: no

Retention durationStatus: blockedOwner: userDefine user-visible retention duration before any receipt persistence exists.Evidence: Duration, expiry behavior, and renewal path documented.Blocked until: duration policy, expiry copy, renewal policyRetention allowed now: noPersistence allowed now: no

Redaction boundaryStatus: blockedOwner: scoolingProve endpoint, key, payload, response, and vault references are excluded.Evidence: Redaction rules and tests documented before any retention write.Blocked until: endpoint redaction, key redaction, payload and response redactionRetention allowed now: noPersistence allowed now: no

User visibilityStatus: checklist onlyOwner: userMake receipt retention visible to the user before any receipt is saved.Evidence: Plain-language copy, disabled controls, and no-surprise policy documented.Blocked until: user-facing copy, disabled controls, no-surprise reviewRetention allowed now: noPersistence allowed now: no

Deletion pathStatus: blockedOwner: scoolingDefine deletion before persistence so retained receipts can be removed later.Evidence: Deletion trigger, audit label, and no-private-data cleanup policy documented.Blocked until: deletion trigger, audit label, cleanup policyRetention allowed now: noPersistence allowed now: no

Audit boundaryStatus: requires security reviewOwner: musehubDefine what audit metadata can exist without private content or endpoint data.Evidence: Audit boundary, retention boundary, and PR #6 draft gate documented.Blocked until: audit boundary, retention boundary, draft PR gateRetention allowed now: noPersistence allowed now: no

Next gateStatus: fallback activeOwner: musehubKeep PR #6 draft while receipt retention remains checklist-only.Evidence: Draft PR and no-main-merge policy visible.Blocked until: separate approval, green checks, paid deployment approvalRetention allowed now: noPersistence allowed now: no

Blocked model runtime connection test receipt retention actions

accept connection test result receipt retention policy
persist connection test result receipt retention policy
accept connection test result receipt review
accept connection test result receipt
persist connection test result receipt
delete connection test result receipt
cleanup model runtime probe artifacts
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime probe payload
store model runtime probe response
store model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
refund runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Retention policy accepted: no. Receipt persisted: no. Receipt deleted: no.

Phase 3A.30

Model runtime endpoint connection test result receipt retention review preview

Scooling can preview retention review cards before any future result receipt can be saved.

This response is content-free and preview-only. It does not accept retention review, accept or persist retention policies, accept review, accept or persist receipts, delete receipts, clean artifacts, authorize, approve, save, test, send probes, store payloads or responses, store keys, route private data, run inference, start training, write logs, charge billing, deduct or refund credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Retention scope reviewStatus: requires security reviewPreview retention scope review without accepting a retention policy.Question: Does the receipt stay metadata-only without endpoints, keys, payloads, or bodies?Safe next step: Keep retention scope review disabled until allowed fields are reviewed.Controls: review later, request more evidence, keep disabledReview accepted now: noRetention allowed now: noPersistence allowed now: no

Retention duration reviewStatus: blockedPreview duration review without saving retention settings.Question: Can duration and expiry be understood before any receipt is persisted?Safe next step: Keep duration review disabled until expiry policy is approved.Controls: request more evidence, keep disabledReview accepted now: noRetention allowed now: noPersistence allowed now: no

Redaction boundary reviewStatus: blockedPreview redaction review without stored payloads, responses, endpoints, or keys.Question: Does redaction evidence exclude vault references, prompts, responses, and headers?Safe next step: Keep redaction review disabled until redaction tests are reviewed.Controls: review later, request more evidence, keep disabledReview accepted now: noRetention allowed now: noPersistence allowed now: no

User visibility reviewStatus: preview onlyPreview user-visible retention copy without enabling controls.Question: Can the user understand that no receipt can be retained yet?Safe next step: Keep retention controls disabled until plain-language copy is approved.Controls: review later, keep disabledReview accepted now: noRetention allowed now: noPersistence allowed now: no

Deletion path reviewStatus: blockedPreview deletion path review without deleting or storing receipts.Question: Is deletion defined before any future receipt can be saved?Safe next step: Keep deletion review disabled until deletion and audit paths are approved.Controls: request more evidence, keep disabledReview accepted now: noRetention allowed now: noPersistence allowed now: no

Audit boundary reviewStatus: requires security reviewPreview audit boundary review without writing endpoint logs.Question: Does audit evidence remain content-free and exclude endpoint network values?Safe next step: Keep audit review disabled until audit retention boundaries are approved.Controls: review later, request more evidence, keep disabledReview accepted now: noRetention allowed now: noPersistence allowed now: no

Next gateStatus: fallback activePR #6 stays draft while retention review remains preview-only.Question: Is this still a readiness batch instead of a runtime-enabled feature?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review later, keep disabled, open next gateReview accepted now: noRetention allowed now: noPersistence allowed now: no

Blocked model runtime connection test receipt retention review actions

accept connection test result receipt retention review
accept connection test result receipt retention policy
persist connection test result receipt retention policy
accept connection test result receipt review
accept connection test result receipt
persist connection test result receipt
delete connection test result receipt
cleanup model runtime probe artifacts
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime probe payload
store model runtime probe response
store model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
refund runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Retention review accepted: no. Retention policy persisted: no. Receipt persisted: no.

Phase 3A.31

Model runtime endpoint connection test result receipt retention denial rollback preview

Scooling can preview retention denial and rollback cards without denying, rolling back, accepting, deleting, or saving receipts.

This response is content-free and preview-only. It does not deny, roll back, accept retention review, accept or persist retention policies, accept review, accept or persist receipts, delete receipts, clean artifacts, authorize, approve, save, test, send probes, store or clean payloads or responses, store or clean keys, route private data, run inference, start training, write logs, charge billing, deduct or refund credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Retention review denial reviewStatus: requires security reviewPreview denial questions for a future retention review.Question: Can denial be explained without endpoint data, receipt data, or private content?Safe next step: Keep retention review denial disabled until copy and audit labels are reviewed.Controls: review later, request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Retention policy rollback reviewStatus: blockedPreview retention policy rollback questions without saving retention settings.Question: Can rollback be shown without implying a retention policy was accepted?Safe next step: Keep retention policy rollback disabled until lifecycle evidence is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Receipt persistence rollback reviewStatus: blockedPreview receipt persistence rollback questions without saving a receipt.Question: Does rollback avoid stored receipt records and endpoint artifacts?Safe next step: Keep persistence rollback disabled until retention evidence is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Receipt deletion rollback reviewStatus: blockedPreview deletion rollback questions without deleting or storing receipts.Question: Can deletion rollback stay disabled while no receipt exists?Safe next step: Keep deletion rollback disabled until deletion policy is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Audit notice reviewStatus: preview onlyPreview audit notice copy without writing endpoint logs.Question: Does the notice stay metadata-only and exclude retention, endpoint, and body values?Safe next step: Keep audit notices preview-only until redaction evidence is reviewed.Controls: review later, keep disabledDenial allowed now: noRollback allowed now: no

Next gateStatus: fallback activePR #6 stays draft while retention denial and rollback behavior remains preview-only.Question: Is this still a readiness batch instead of a runtime-enabled feature?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review later, keep disabled, open next gateDenial allowed now: noRollback allowed now: no

Blocked model runtime connection test receipt retention denial rollback actions

deny connection test result receipt retention review
rollback connection test result receipt retention review
rollback connection test result receipt retention policy
rollback connection test result receipt persistence
rollback connection test result receipt deletion
accept connection test result receipt retention review
accept connection test result receipt retention policy
persist connection test result receipt retention policy
accept connection test result receipt review
accept connection test result receipt
persist connection test result receipt
delete connection test result receipt
cleanup model runtime probe artifacts
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime probe payload
store model runtime probe response
store model runtime api key
cleanup model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
refund runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Retention review denied: no. Retention policy rolled back: no. Receipt deletion rolled back: no.

Phase 3A.32

Model runtime endpoint connection test result receipt retention audit notice checklist

Scooling can show audit notice requirements before any future result receipt retention path can write or export anything.

This response is content-free and checklist-only. It does not accept, persist, export, or write audit notices, deny or roll back retention review, accept retention review, accept or persist retention policies, accept review, accept or persist receipts, delete receipts, clean artifacts, authorize, approve, save, test, send probes, store or clean payloads or responses, store or clean keys, route private data, run inference, start training, write logs, charge billing, deduct or refund credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Audit scopeStatus: requires security reviewOwner: scoolingDefine metadata-only audit notice fields before any audit notice can be accepted.Evidence: Allowed audit notice fields documented without endpoints, keys, payloads, or bodies.Blocked until: metadata-only field list, forbidden field list, security reviewAudit notice allowed now: noAudit write allowed now: no

Audit redactionStatus: blockedOwner: scoolingProve audit notices exclude endpoint, key, payload, response, and vault references.Evidence: Redaction rules documented before any audit notice is shown as actionable.Blocked until: endpoint redaction, key redaction, payload and response redactionAudit notice allowed now: noAudit write allowed now: no

User visibilityStatus: checklist onlyOwner: userMake audit notice language visible before any receipt retention path exists.Evidence: Plain-language notice, disabled controls, and no-surprise copy documented.Blocked until: user-facing copy, disabled controls, no-surprise reviewAudit notice allowed now: noAudit write allowed now: no

Delivery boundaryStatus: blockedOwner: operatorDefine where audit notice text can appear without exporting or writing logs.Evidence: UI-only delivery boundary documented without email, webhook, or file export.Blocked until: UI-only boundary, no-export policy, no-log policyAudit notice allowed now: noAudit write allowed now: no

Retention crosscheckStatus: requires security reviewOwner: musehubCrosscheck audit notice copy against retention and deletion gates.Evidence: Retention, deletion, and audit boundaries documented together.Blocked until: retention boundary, deletion boundary, audit boundaryAudit notice allowed now: noAudit write allowed now: no

Operator gateStatus: blockedOwner: operatorKeep audit notice actions behind operator and user approval.Evidence: Operator gate and user approval labels documented.Blocked until: operator approval, user approval, green checksAudit notice allowed now: noAudit write allowed now: no

Next gateStatus: fallback activeOwner: musehubKeep PR #6 draft while audit notice behavior remains checklist-only.Evidence: Draft PR and no-main-merge policy visible.Blocked until: separate approval, green checks, paid deployment approvalAudit notice allowed now: noAudit write allowed now: no

Blocked model runtime connection test receipt retention audit notice actions

accept connection test result receipt retention audit notice
persist connection test result receipt retention audit notice
export connection test result receipt retention audit notice
write connection test result receipt retention audit log
deny connection test result receipt retention review
rollback connection test result receipt retention review
accept connection test result receipt retention review
accept connection test result receipt retention policy
persist connection test result receipt retention policy
accept connection test result receipt review
accept connection test result receipt
persist connection test result receipt
delete connection test result receipt
cleanup model runtime probe artifacts
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime probe payload
store model runtime probe response
store model runtime api key
cleanup model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
refund runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Audit notice accepted: no. Audit notice exported: no. Audit log written: no.

Phase 3A.33

Model runtime endpoint connection test result receipt retention audit notice review preview

Scooling can preview audit notice review cards before any future result receipt retention path can write or export anything.

This response is content-free and preview-only. It does not accept audit notice review, accept, persist, export, or write audit notices, deny or roll back retention review, accept retention review, accept or persist retention policies, accept review, accept or persist receipts, delete receipts, clean artifacts, authorize, approve, save, test, send probes, store or clean payloads or responses, store or clean keys, route private data, run inference, start training, write logs, charge billing, deduct or refund credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Audit scope reviewStatus: requires security reviewPreview audit notice scope review without accepting an audit notice.Question: Does audit notice scope stay metadata-only without endpoint, key, payload, or body values?Safe next step: Keep audit notice scope review disabled until allowed fields are reviewed.Controls: review later, request more evidence, keep disabledReview accepted now: noAudit notice allowed now: noAudit write allowed now: no

Audit redaction reviewStatus: blockedPreview audit redaction review without storing payloads, responses, endpoints, or keys.Question: Does redaction evidence exclude vault references, prompts, responses, and headers?Safe next step: Keep audit redaction review disabled until redaction tests are reviewed.Controls: review later, request more evidence, keep disabledReview accepted now: noAudit notice allowed now: noAudit write allowed now: no

User visibility reviewStatus: preview onlyPreview user-visible audit notice copy without enabling controls.Question: Can the user understand that no audit notice can be accepted, exported, or written yet?Safe next step: Keep audit notice controls disabled until plain-language copy is approved.Controls: review later, keep disabledReview accepted now: noAudit notice allowed now: noAudit write allowed now: no

Delivery boundary reviewStatus: blockedPreview delivery boundary review without email, webhook, file export, or log write.Question: Does delivery stay UI-only and avoid external channels?Safe next step: Keep delivery review disabled until no-export and no-log policy is approved.Controls: request more evidence, keep disabledReview accepted now: noAudit notice allowed now: noAudit write allowed now: no

Retention crosscheck reviewStatus: requires security reviewPreview retention crosscheck review without saving retention or receipt records.Question: Does audit notice copy align with retention and deletion gates?Safe next step: Keep crosscheck review disabled until retention and deletion evidence is approved.Controls: review later, request more evidence, keep disabledReview accepted now: noAudit notice allowed now: noAudit write allowed now: no

Operator gate reviewStatus: blockedPreview operator gate review without granting operator authority.Question: Are operator and user approvals separate, explicit, and still disabled?Safe next step: Keep operator gate review disabled until approval labels are reviewed.Controls: request more evidence, keep disabledReview accepted now: noAudit notice allowed now: noAudit write allowed now: no

Next gateStatus: fallback activePR #6 stays draft while audit notice review remains preview-only.Question: Is this still a readiness batch instead of a runtime-enabled feature?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review later, keep disabled, open next gateReview accepted now: noAudit notice allowed now: noAudit write allowed now: no

Blocked model runtime connection test receipt retention audit notice review actions

accept connection test result receipt retention audit notice review
accept connection test result receipt retention audit notice
persist connection test result receipt retention audit notice
export connection test result receipt retention audit notice
write connection test result receipt retention audit log
deny connection test result receipt retention review
rollback connection test result receipt retention review
accept connection test result receipt retention review
accept connection test result receipt retention policy
persist connection test result receipt retention policy
accept connection test result receipt review
accept connection test result receipt
persist connection test result receipt
delete connection test result receipt
cleanup model runtime probe artifacts
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime probe payload
store model runtime probe response
store model runtime api key
cleanup model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
refund runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Audit notice review accepted: no. Audit notice exported: no. Audit log written: no.

Phase 3A.34

Model runtime endpoint connection test result receipt retention audit notice denial rollback preview

Scooling can preview audit notice denial and rollback cards without denying, rolling back, accepting, exporting, writing, or saving anything.

This response is content-free and preview-only. It does not deny audit notice review, roll back audit notice review, roll back persistence, roll back export, roll back audit log writes, accept audit notice review, accept, persist, export, or write audit notices, deny or roll back retention review, accept retention review, accept or persist retention policies, accept review, accept or persist receipts, delete receipts, clean artifacts, authorize, approve, save, test, send probes, store or clean payloads or responses, store or clean keys, route private data, run inference, start training, write logs, charge billing, deduct or refund credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Audit notice denial reviewStatus: requires security reviewPreview denial questions for a future audit notice review.Question: Can denial be explained without endpoint data, receipt data, audit logs, or private content?Safe next step: Keep audit notice review denial disabled until copy and audit labels are reviewed.Controls: review later, request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Audit notice review rollback reviewStatus: blockedPreview audit notice review rollback without accepting the review first.Question: Can rollback be shown without implying an audit notice review was accepted?Safe next step: Keep audit notice review rollback disabled until lifecycle evidence is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Audit notice persistence rollback reviewStatus: blockedPreview audit notice persistence rollback without saving an audit notice.Question: Does rollback avoid stored audit notice records and endpoint artifacts?Safe next step: Keep persistence rollback disabled until audit evidence is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Audit notice export rollback reviewStatus: blockedPreview audit notice export rollback without exporting files or webhooks.Question: Can export rollback stay disabled while no audit notice export exists?Safe next step: Keep export rollback disabled until export policy is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Audit log write rollback reviewStatus: blockedPreview audit log rollback without writing endpoint logs.Question: Can audit log rollback be described while no audit log was written?Safe next step: Keep audit log rollback disabled until log custody evidence is reviewed.Controls: review later, request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Retention crosscheck reviewStatus: preview onlyPreview retention crosscheck without touching retention policies or receipts.Question: Does the denial and rollback copy preserve retention, deletion, and receipt boundaries?Safe next step: Keep retention crosscheck preview-only until retention and audit evidence is reviewed.Controls: review later, keep disabledDenial allowed now: noRollback allowed now: no

Next gateStatus: fallback activePR #6 stays draft while audit notice denial and rollback behavior remains preview-only.Question: Is this still a readiness batch instead of a runtime-enabled feature?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review later, keep disabled, open next gateDenial allowed now: noRollback allowed now: no

Blocked model runtime connection test receipt retention audit notice denial rollback actions

deny connection test result receipt retention audit notice review
rollback connection test result receipt retention audit notice review
rollback connection test result receipt retention audit notice persistence
rollback connection test result receipt retention audit notice export
rollback connection test result receipt retention audit log write
accept connection test result receipt retention audit notice review
accept connection test result receipt retention audit notice
persist connection test result receipt retention audit notice
export connection test result receipt retention audit notice
write connection test result receipt retention audit log
deny connection test result receipt retention review
rollback connection test result receipt retention review
accept connection test result receipt retention review
accept connection test result receipt retention policy
persist connection test result receipt retention policy
accept connection test result receipt review
accept connection test result receipt
persist connection test result receipt
delete connection test result receipt
cleanup model runtime probe artifacts
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime probe payload
store model runtime probe response
store model runtime api key
cleanup model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
refund runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Audit notice review denied: no. Audit notice export rolled back: no. Audit log write rolled back: no.

Phase 3A.35

Model runtime endpoint connection test result receipt retention audit log checklist

Scooling can show audit log requirements before any future result receipt retention path can write, save, export, or delete logs.

This response is content-free and checklist-only. It does not write, persist, export, or delete audit logs, accept audit notice review, accept, persist, export, or write audit notices, deny or roll back retention review, accept retention review, accept or persist retention policies, accept review, accept or persist receipts, delete receipts, clean artifacts, authorize, approve, save, test, send probes, store or clean payloads or responses, store or clean keys, route private data, run inference, start training, write endpoint logs, charge billing, deduct or refund credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Audit log scopeStatus: requires security reviewOwner: scoolingDefine metadata-only audit log fields before any audit log can be written.Evidence: Allowed audit log fields documented without endpoints, keys, payloads, responses, or bodies.Blocked until: metadata-only field list, forbidden field list, security reviewAudit log allowed now: noAudit log persistence allowed now: no

Audit log redactionStatus: blockedOwner: scoolingProve audit logs exclude endpoint, key, payload, response, and vault references.Evidence: Redaction rules documented before any audit log is shown as actionable.Blocked until: endpoint redaction, key redaction, payload and response redactionAudit log allowed now: noAudit log persistence allowed now: no

User visibilityStatus: checklist onlyOwner: userMake audit log language visible before any receipt retention path can log.Evidence: Plain-language log notice, disabled controls, and no-surprise copy documented.Blocked until: user-facing copy, disabled controls, no-surprise reviewAudit log allowed now: noAudit log persistence allowed now: no

Storage boundaryStatus: blockedOwner: operatorDefine where audit logs could live without writing logs, files, or exports now.Evidence: Storage boundary documented without database, file, webhook, or email writes.Blocked until: no-write policy, no-export policy, storage-owner reviewAudit log allowed now: noAudit log persistence allowed now: no

Retention crosscheckStatus: requires security reviewOwner: knowtationCrosscheck audit log copy against retention, deletion, and Knowtation gates.Evidence: Retention, deletion, audit, and Knowtation boundaries documented together.Blocked until: retention boundary, deletion boundary, Knowtation audit boundaryAudit log allowed now: noAudit log persistence allowed now: no

Operator gateStatus: blockedOwner: operatorKeep audit log actions behind operator, user, and security approval.Evidence: Operator gate, user approval, and security approval labels documented.Blocked until: operator approval, user approval, green checksAudit log allowed now: noAudit log persistence allowed now: no

Next gateStatus: fallback activeOwner: musehubKeep PR #6 draft while audit log behavior remains checklist-only.Evidence: Draft PR and no-main-merge policy visible.Blocked until: separate approval, green checks, paid deployment approvalAudit log allowed now: noAudit log persistence allowed now: no

Blocked model runtime connection test receipt retention audit log actions

write connection test result receipt retention audit log
persist connection test result receipt retention audit log
export connection test result receipt retention audit log
delete connection test result receipt retention audit log
deny connection test result receipt retention audit notice review
rollback connection test result receipt retention audit notice review
accept connection test result receipt retention audit notice review
accept connection test result receipt retention audit notice
persist connection test result receipt retention audit notice
export connection test result receipt retention audit notice
deny connection test result receipt retention review
rollback connection test result receipt retention review
accept connection test result receipt retention review
accept connection test result receipt retention policy
persist connection test result receipt retention policy
accept connection test result receipt review
accept connection test result receipt
persist connection test result receipt
delete connection test result receipt
cleanup model runtime probe artifacts
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime probe payload
store model runtime probe response
store model runtime api key
cleanup model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
refund runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Audit log written: no. Audit log persisted: no. Audit log exported: no.

Phase 3A.36

Model runtime endpoint connection test result receipt retention audit log review preview

Scooling can preview audit log review cards before any future result receipt retention path can write, save, export, or delete logs.

This response is content-free and preview-only. It does not accept audit log review, write, persist, export, or delete audit logs, accept audit notice review, accept, persist, export, or write audit notices, deny or roll back retention review, accept retention review, accept or persist retention policies, accept review, accept or persist receipts, delete receipts, clean artifacts, authorize, approve, save, test, send probes, store or clean payloads or responses, store or clean keys, route private data, run inference, start training, write endpoint logs, charge billing, deduct or refund credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Audit log reviewStatus: preview onlyPreview audit log review without accepting review or writing logs.Question: Can audit log review stay visible while all audit log actions remain off?Safe next step: Keep audit log review disabled until log fields and redaction are approved.Controls: review later, request more evidence, keep disabledReview accepted now: noAudit log allowed now: noAudit log persistence allowed now: no

Audit log scope reviewStatus: requires security reviewPreview audit log scope review without endpoint, key, payload, response, or body values.Question: Does audit log scope stay metadata-only and content-free?Safe next step: Keep scope review disabled until allowed and forbidden fields are reviewed.Controls: review later, request more evidence, keep disabledReview accepted now: noAudit log allowed now: noAudit log persistence allowed now: no

Audit log redaction reviewStatus: blockedPreview audit log redaction review without storing prompts, responses, or vault references.Question: Does redaction evidence exclude endpoint URLs, keys, prompts, responses, and paths?Safe next step: Keep redaction review disabled until redaction tests are reviewed.Controls: request more evidence, keep disabledReview accepted now: noAudit log allowed now: noAudit log persistence allowed now: no

Audit log storage reviewStatus: blockedPreview audit log storage review without database, file, webhook, or email writes.Question: Is storage ownership explicit without enabling persistence?Safe next step: Keep storage review disabled until storage owner and deletion policy are approved.Controls: review later, request more evidence, keep disabledReview accepted now: noAudit log allowed now: noAudit log persistence allowed now: no

Audit log export reviewStatus: blockedPreview audit log export review without generating files or sending external messages.Question: Can export review stay disabled while user-facing export copy is drafted?Safe next step: Keep export review disabled until export policy is approved.Controls: request more evidence, keep disabledReview accepted now: noAudit log allowed now: noAudit log persistence allowed now: no

Retention crosscheck reviewStatus: requires security reviewPreview retention crosscheck review without saving retention, receipt, or audit records.Question: Does audit log review align with retention, deletion, and Knowtation audit gates?Safe next step: Keep crosscheck review disabled until lifecycle evidence is approved.Controls: review later, request more evidence, keep disabledReview accepted now: noAudit log allowed now: noAudit log persistence allowed now: no

Next gateStatus: fallback activePR #6 stays draft while audit log review remains preview-only.Question: Is this still a readiness batch instead of a runtime-enabled feature?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review later, keep disabled, open next gateReview accepted now: noAudit log allowed now: noAudit log persistence allowed now: no

Blocked model runtime connection test receipt retention audit log review actions

accept connection test result receipt retention audit log review
write connection test result receipt retention audit log
persist connection test result receipt retention audit log
export connection test result receipt retention audit log
delete connection test result receipt retention audit log
deny connection test result receipt retention audit notice review
rollback connection test result receipt retention audit notice review
accept connection test result receipt retention audit notice review
accept connection test result receipt retention audit notice
persist connection test result receipt retention audit notice
export connection test result receipt retention audit notice
deny connection test result receipt retention review
rollback connection test result receipt retention review
accept connection test result receipt retention review
accept connection test result receipt retention policy
persist connection test result receipt retention policy
accept connection test result receipt review
accept connection test result receipt
persist connection test result receipt
delete connection test result receipt
cleanup model runtime probe artifacts
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime probe payload
store model runtime probe response
store model runtime api key
cleanup model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
refund runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Audit log review accepted: no. Audit log persisted: no. Audit log deleted: no.

Phase 3A.37

Model runtime endpoint connection test result receipt retention audit log denial rollback preview

Scooling can preview audit log denial and rollback cards before any future result receipt retention path can deny, roll back, write, save, export, or delete logs.

This response is content-free and preview-only. It does not deny audit log review, roll back audit log review, roll back audit log persistence, roll back audit log export, roll back audit log deletion, accept audit log review, write, persist, export, or delete audit logs, accept audit notice review, accept, persist, export, or write audit notices, deny or roll back retention review, accept retention review, accept or persist retention policies, accept review, accept or persist receipts, delete receipts, clean artifacts, authorize, approve, save, test, send probes, store or clean payloads or responses, store or clean keys, route private data, run inference, start training, write endpoint logs, charge billing, deduct or refund credits, persist preferences, access Knowtation, push, merge, or deploy anything.

Audit log denial reviewStatus: requires security reviewPreview denial questions for a future audit log review.Question: Can audit log review denial be explained without endpoint data, log bodies, or private content?Safe next step: Keep audit log review denial disabled until copy and audit labels are reviewed.Controls: review later, request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Audit log review rollback reviewStatus: blockedPreview audit log review rollback without accepting audit log review first.Question: Can rollback be shown without implying an audit log review was accepted?Safe next step: Keep audit log review rollback disabled until lifecycle evidence is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Audit log persistence rollback reviewStatus: blockedPreview audit log persistence rollback without saving audit logs.Question: Does rollback avoid stored audit log records and endpoint artifacts?Safe next step: Keep persistence rollback disabled until audit evidence is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Audit log export rollback reviewStatus: blockedPreview audit log export rollback without exporting files or webhooks.Question: Can export rollback stay disabled while no audit log export exists?Safe next step: Keep export rollback disabled until export policy is reviewed.Controls: request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Audit log deletion rollback reviewStatus: blockedPreview audit log deletion rollback without deleting audit logs.Question: Can deletion rollback stay disabled while no audit log deletion exists?Safe next step: Keep deletion rollback disabled until deletion policy is reviewed.Controls: review later, request more evidence, keep disabledDenial allowed now: noRollback allowed now: no

Retention crosscheck reviewStatus: preview onlyPreview retention crosscheck without touching retention policies or receipts.Question: Does audit log denial and rollback copy preserve retention, deletion, and receipt boundaries?Safe next step: Keep retention crosscheck preview-only until lifecycle evidence is reviewed.Controls: review later, keep disabledDenial allowed now: noRollback allowed now: no

Next gateStatus: fallback activePR #6 stays draft while audit log denial and rollback behavior remains preview-only.Question: Is this still a readiness batch instead of a runtime-enabled feature?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review later, keep disabled, open next gateDenial allowed now: noRollback allowed now: no

Blocked model runtime connection test receipt retention audit log denial rollback actions

deny connection test result receipt retention audit log review
rollback connection test result receipt retention audit log review
rollback connection test result receipt retention audit log persistence
rollback connection test result receipt retention audit log export
rollback connection test result receipt retention audit log deletion
accept connection test result receipt retention audit log review
write connection test result receipt retention audit log
persist connection test result receipt retention audit log
export connection test result receipt retention audit log
delete connection test result receipt retention audit log
deny connection test result receipt retention audit notice review
rollback connection test result receipt retention audit notice review
accept connection test result receipt retention audit notice review
accept connection test result receipt retention audit notice
persist connection test result receipt retention audit notice
export connection test result receipt retention audit notice
deny connection test result receipt retention review
rollback connection test result receipt retention review
accept connection test result receipt retention review
accept connection test result receipt retention policy
persist connection test result receipt retention policy
accept connection test result receipt review
accept connection test result receipt
persist connection test result receipt
delete connection test result receipt
cleanup model runtime probe artifacts
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime probe payload
store model runtime probe response
store model runtime api key
cleanup model runtime api key
route private data to model endpoint
run model inference
start model training
write endpoint logs
charge billing account
deduct runtime or training credits
refund runtime or training credits
persist runtime preference
read knowtation vault
write knowtation vault
create external connector
run muse push
mark pull request ready
merge main
trigger deployment

Audit log review denied: no. Audit log persistence rolled back: no. Audit log deletion rolled back: no.

Phase 3A.38

Phase 3A unified integration ownership closeout preview

Scooling can preview the final Phase 3A closeout checkpoint. One seven-tier test batch remains before this section is treated as closed.

This response is content-free and preview-only. It does not approve private data implementation, import data, create connectors, persist setup preferences, persist, export, or delete audit logs, authorize connection tests, approve or save endpoints, test endpoint connections, send probes, store payloads or responses, store keys, route private data, run inference, start training, charge billing, deduct or refund credits, access Knowtation, push Muse data, mark PR #6 ready, merge main, deploy, or start Phase 3B runtime work.

Implemented safe slicesStatus: closeout readyPhase 3A has recorded 37 safe slices and this final closeout checkpoint.Closeout question: Are the Phase 3A slices documented without enabling runtime data movement?Safe next step: Keep the closeout preview visible while the final test batch runs.Controls: review closeout, keep disabledSection closed now: noRuntime allowed now: no

Ownership decisionStatus: documentedKnowtation remains private memory authority, while Scooling owns workflow UI.Closeout question: Is permission ownership still explicit before moving to Phase 3B?Safe next step: Carry the ownership boundary into Phase 3B workflow alignment.Controls: review closeout, keep disabledSection closed now: noRuntime allowed now: no

Safety boundaryStatus: blockedPrivate data, connectors, endpoints, billing, pushes, merges, and deployments stay off.Closeout question: Does closeout avoid approving runtime implementation or paid deployment?Safe next step: Keep runtime behavior disabled until a later reviewed implementation scope.Controls: review closeout, keep disabledSection closed now: noRuntime allowed now: no

Verification gateStatus: closeout readyOne final seven-tier Phase 3A.38 test batch remains for closeout verification.Closeout question: Do the final tests prove closeout is content-free and no-action?Safe next step: Run unit, integration, end-to-end, stress, data-integrity, performance, and security tests.Controls: review closeout, keep disabledSection closed now: noRuntime allowed now: no

Phase 3B handoffStatus: handoff readyThe recommended next phase is Muse and MuseHub workflow alignment preflight.Closeout question: Can Phase 3B begin without private retrieval, endpoint routing, billing, or main merge?Safe next step: Open Phase 3B as a preflight-only workflow alignment section after closeout.Controls: review closeout, open phase3b preflight, keep disabledSection closed now: noRuntime allowed now: no

Next gateStatus: handoff readyPR #6 remains draft on muse-mirror while Phase 3A closes locally.Closeout question: Is this still a draft batching branch instead of a deploy trigger?Safe next step: Do not mark PR #6 ready or merge main without separate approval.Controls: review closeout, keep disabledSection closed now: noRuntime allowed now: no

Blocked Phase 3A closeout actions

approve private data implementation
import private data
create external connector
persist setup preferences
persist connection test result receipt retention audit log
export connection test result receipt retention audit log
delete connection test result receipt retention audit log
authorize model runtime endpoint connection test
approve model runtime endpoint
save model runtime endpoint
test model runtime endpoint connection
send model runtime probe request
store model runtime probe payload
store model runtime probe response
store model runtime api key
route private data to model endpoint
run model inference
start model training
charge billing account
deduct runtime or training credits
refund runtime or training credits
read knowtation vault
write knowtation vault
run muse push
mark pull request ready
merge main
trigger deployment
start phase3b runtime work

Remaining Phase 3A test batches: 1. Remaining Phase 3A tests: 7. Recommended next phase: phase3b muse and musehub workflow alignment preflight. Closeout finalized: no.

Phase 3B.1

Phase 3B Muse and MuseHub workflow alignment preflight

Scooling can preview the workflow alignment gate after Phase 3A closeout while keeping every runtime path disabled.

This response is content-free and preflight-only. It does not import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, authorize connection tests, approve or save endpoints, test endpoint connections, send probes, store payloads or responses, store keys, route private data to models, run inference, start training, charge billing, deduct or refund credits, read or write Knowtation, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, switch canonical workflow, or start runtime implementation.

Workflow source of truthStatus: preflight readyPhase 3B records the branch, mirror, staging, rollback, and smoke-test evidence.Preflight question: Is workflow alignment documented before private-data expansion resumes?Safe next step: Use the Phase 3B preflight as the cited workflow source before deeper work.Controls: review preflight, prepare evidence, keep disabledWorkflow change approved now: noRuntime allowed now: no

Draft mirror branchStatus: recordedPR #6 remains draft on muse-mirror and is not a paid deployment trigger.Preflight question: Does the mirror path preserve review without marking the PR ready?Safe next step: Push verified batches only to muse-mirror while keeping main merge blocked.Controls: review preflight, keep disabledWorkflow change approved now: noRuntime allowed now: no

MuseHub staging targetStatus: blockedStaging is visible for context, but Scooling staging push authority is not accepted.Preflight question: Is staging context separate from private Knowtation permission authority?Safe next step: Keep staging repair as infrastructure evidence, not product runtime behavior.Controls: review preflight, prepare evidence, keep disabledWorkflow change approved now: noRuntime allowed now: no

Rollback and smoke testsStatus: review requiredAny workflow change needs a command preview, rollback path, and focused test list.Preflight question: Can a workflow change be reversed without private data or deployment effects?Safe next step: Require focused tests and secret scanning before any mirror push batch.Controls: review preflight, prepare evidence, keep disabledWorkflow change approved now: noRuntime allowed now: no

Private data gateStatus: blockedKnowtation remains the private memory, permission, review, audit, and lifecycle owner.Preflight question: Does workflow alignment avoid creating a new private-data authority?Safe next step: Keep private imports, connectors, retrieval, write-back, models, and billing off.Controls: review preflight, keep disabledWorkflow change approved now: noRuntime allowed now: no

Next gateStatus: review requiredA later implementation phase must cite this preflight before runtime work begins.Preflight question: Is the next phase blocked until this evidence is accepted?Safe next step: Do not start runtime implementation until a separate approved scope exists.Controls: review preflight, prepare evidence, keep disabledWorkflow change approved now: noRuntime allowed now: no

Blocked Phase 3B workflow actions

import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
authorize connection test
approve endpoint
save endpoint
test endpoint connection
send probe request
store probe payload
store probe response
store api key
route private data to models
run inference
start training
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
run muse push from product surface
mark pull request ready
merge main
trigger deployment
switch canonical workflow
start runtime implementation

Phase 3A locally closed: yes. Mirror state: muse mirror draft pr. Canonical tracking: not switched. Main merge: blocked. Workflow change approved: no.

Phase 3B.2

Phase 3B workflow-change evidence checklist

Scooling can list required workflow evidence without collecting it, approving changes, or starting runtime implementation.

This response is content-free and checklist-only. It does not import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, authorize connection tests, approve or save endpoints, test endpoint connections, send probes, store payloads or responses, store keys, route private data to models, run inference, start training, charge billing, deduct or refund credits, read or write Knowtation, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, approve a workflow change, or start runtime implementation.

Branch evidenceOwner: operatorStatus: requiredEvidence: local branch, source branch, and target mirror branch namesVerification question: Are branch names documented before any mirror update is shared?Safe next step: Record branch names without storing tokens, private paths, or endpoint values.Controls: collect evidence, review checklist, keep disabledEvidence collected now: noApproval granted now: noRuntime allowed now: no

Mirror push gateOwner: scoolingStatus: recordedEvidence: draft PR #6 on muse-mirror and paid main merge blockVerification question: Does the mirror gate avoid PR readiness and deployment triggers?Safe next step: Share only verified batches to muse-mirror and keep main merge blocked.Controls: review checklist, keep disabledEvidence collected now: noApproval granted now: noRuntime allowed now: no

CI and secret scan gateOwner: operatorStatus: requiredEvidence: focused tests, typecheck, lint, security scan, and PR checksVerification question: Do checks prove the batch is content-free before review?Safe next step: Require passing checks before any later workflow approval decision.Controls: collect evidence, review checklist, keep disabledEvidence collected now: noApproval granted now: noRuntime allowed now: no

Rollback planOwner: operatorStatus: review requiredEvidence: non-destructive rollback plan and reviewer-visible stop conditionVerification question: Can the batch be stopped without deleting private records or deployments?Safe next step: Document rollback commands as a review artifact before switching workflow.Controls: collect evidence, review checklist, keep disabledEvidence collected now: noApproval granted now: noRuntime allowed now: no

Private authority boundaryOwner: knowtationStatus: blockedEvidence: Knowtation permission, review, audit, retention, deletion, and write-back ownerVerification question: Does workflow evidence preserve Knowtation as private authority?Safe next step: Keep MuseHub collaboration context separate from private Knowtation scope.Controls: review checklist, keep disabledEvidence collected now: noApproval granted now: noRuntime allowed now: no

Next reviewOwner: musehubStatus: review requiredEvidence: future canonical tracking review and staging authorization evidenceVerification question: Is canonical tracking still blocked until staging authority is accepted?Safe next step: Use this checklist as the next Phase 3B citation before any workflow change.Controls: collect evidence, review checklist, keep disabledEvidence collected now: noApproval granted now: noRuntime allowed now: no

Blocked Phase 3B evidence actions

import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
authorize connection test
approve endpoint
save endpoint
test endpoint connection
send probe request
store probe payload
store probe response
store api key
route private data to models
run inference
start training
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
run muse push from product surface
mark pull request ready
merge main
trigger deployment
approve workflow change
start runtime implementation

Checklist only: yes. Evidence collected: no. Workflow change approved: no.

Phase 3B.3

Phase 3B mirror PR check-status preflight

Scooling can name the required mirror PR checks while keeping live PR status outside product runtime state.

This response is content-free and preflight-only. It does not query PR checks from the product surface, store PR check status, approve a workflow change, mark PR #6 ready, merge main, trigger deployment, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, authorize connection tests, approve or save endpoints, test endpoint connections, send probes, store payloads or responses, store keys, route private data to models, run inference, start training, charge billing, deduct or refund credits, read or write Knowtation, run Muse push from the product surface, or start runtime implementation.

Draft PR statusStatus: review evidencePR #6 remains the draft review surface for muse-mirror batches.Preflight question: Is draft status treated as review evidence instead of release approval?Safe next step: Keep PR #6 draft until a separate approval names a deploy-worthy checkpoint.Controls: observe externally, review preflight, keep disabledCheck status queried now: noCheck status stored now: noRuntime allowed now: no

Required check lanesStatus: review evidenceTest and lint, CodeQL, secret scan, dependency scan, and Semgrep are required lanes.Preflight question: Are all required lanes named before a mirror batch is considered accepted?Safe next step: Use GitHub checks as external review evidence, not product-side state.Controls: observe externally, review preflight, keep disabledCheck status queried now: noCheck status stored now: noRuntime allowed now: no

Green check gateStatus: wait for greenA mirror batch is not accepted while any required check is queued or running.Preflight question: Does the preflight keep queued and running checks from approving workflow?Safe next step: Wait for all external checks to complete before relying on the mirror batch.Controls: observe externally, review preflight, keep disabledCheck status queried now: noCheck status stored now: noRuntime allowed now: no

Unstable stateStatus: blockedAn unstable merge state blocks workflow approval, even when some checks are green.Preflight question: Does unstable status remain a blocker instead of a partial approval?Safe next step: Keep workflow approval disabled until clean state and green checks are observed.Controls: observe externally, review preflight, keep disabledCheck status queried now: noCheck status stored now: noRuntime allowed now: no

Deployment boundaryStatus: blockedPR readiness, main merge, and deployment remain outside this preflight.Preflight question: Can check status evidence trigger a paid deployment path?Safe next step: Keep PR readiness, main merge, and deployment blocked.Controls: review preflight, keep disabledCheck status queried now: noCheck status stored now: noRuntime allowed now: no

Next reviewStatus: not authorityCheck status proves verification state only; it does not replace Knowtation authority.Preflight question: Does CI evidence avoid granting private memory or permission authority?Safe next step: Carry this boundary into the next Phase 3B preflight slice.Controls: review preflight, keep disabledCheck status queried now: noCheck status stored now: noRuntime allowed now: no

Required mirror check lanes

Test and lint: required before mirror batch accepted yes
CodeQL analyze: required before mirror batch accepted yes
Secret scan: required before mirror batch accepted yes
Dependency scan: required before mirror batch accepted yes
Semgrep: required before mirror batch accepted yes

Blocked Phase 3B check-status actions

query pr checks from product surface
store pr check status
approve workflow change
mark pull request ready
merge main
trigger deployment
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
authorize connection test
approve endpoint
save endpoint
test endpoint connection
send probe request
store probe payload
store probe response
store api key
route private data to models
run inference
start training
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
run muse push from product surface
start runtime implementation

PR #6 state: draft. Mirror branch: muse-mirror. Product reads live checks: no. Product stores live checks: no.

Phase 3B.4

Phase 3B mirror batch acceptance preflight

Scooling can name mirror batch acceptance criteria while keeping acceptance, storage, PR readiness, main merge, deployment, and runtime work disabled.

This response is content-free and preflight-only. It does not accept a mirror batch, store an acceptance record, query PR checks from the product surface, store PR check status, approve a workflow change, mark PR #6 ready, merge main, trigger deployment, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, authorize connection tests, approve or save endpoints, test endpoint connections, send probes, store payloads or responses, store keys, route private data to models, run inference, start training, charge billing, deduct or refund credits, read or write Knowtation, run Muse push from the product surface, or start runtime implementation.

Acceptance inputsStatus: requiredMirror batch acceptance requires branch, PR, CI, secret scan, and rollback evidence.Acceptance question: Are all acceptance inputs named before the batch can be reviewed?Safe next step: Keep this criteria-only until external evidence is complete and reviewed.Controls: review preflight, observe externally, keep disabledCriteria: draft pr on muse mirror, local verification recorded, secret scan cleanBatch accepted now: noAcceptance stored now: noRuntime allowed now: no

Green checksStatus: requiredAll required external checks must be green before a batch can be considered accepted.Acceptance question: Are queued, running, failing, or missing checks still blocking acceptance?Safe next step: Do not accept a mirror batch while checks are incomplete.Controls: observe externally, review preflight, keep disabledCriteria: all required checks greenBatch accepted now: noAcceptance stored now: noRuntime allowed now: no

Clean merge stateStatus: requiredA clean merge state is required as review evidence, but it does not approve a merge.Acceptance question: Is clean state treated as evidence instead of permission to merge main?Safe next step: Keep main merge and deployment blocked after clean state is observed.Controls: observe externally, review preflight, keep disabledCriteria: merge state clean, main merge blocked, deployment blockedBatch accepted now: noAcceptance stored now: noRuntime allowed now: no

Draft boundaryStatus: blockedAcceptance criteria do not mark PR #6 ready or change the draft review posture.Acceptance question: Can a criteria pass change PR readiness?Safe next step: Require separate human approval before any PR readiness change.Controls: review preflight, keep disabledCriteria: draft pr on muse mirror, main merge blockedBatch accepted now: noAcceptance stored now: noRuntime allowed now: no

Private authorityStatus: not acceptedMirror batch evidence cannot become Knowtation private permission authority.Acceptance question: Does acceptance preserve Knowtation as private authority?Safe next step: Keep private memory, retrieval, review, audit, retention, deletion, and write-back blocked.Controls: review preflight, keep disabledCriteria: private authority unchangedBatch accepted now: noAcceptance stored now: noRuntime allowed now: no

Next gateStatus: review evidenceA later gate must decide whether evidence is accepted; this slice only names criteria.Acceptance question: Is acceptance still disabled until a separate reviewed gate exists?Safe next step: Carry these criteria into the next Phase 3B preflight slice.Controls: review preflight, keep disabledCriteria: all required checks green, merge state clean, private authority unchangedBatch accepted now: noAcceptance stored now: noRuntime allowed now: no

Blocked Phase 3B batch acceptance actions

accept mirror batch
store acceptance record
query pr checks from product surface
store pr check status
approve workflow change
mark pull request ready
merge main
trigger deployment
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
authorize connection test
approve endpoint
save endpoint
test endpoint connection
send probe request
store probe payload
store probe response
store api key
route private data to models
run inference
start training
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
run muse push from product surface
start runtime implementation

PR #6. Mirror branch: muse-mirror. Acceptance mode: criteria only. Batch accepted: no. Acceptance record stored: no.

Phase 3B.5

Phase 3B mirror batch acceptance review preview

Scooling can preview how an operator reviews mirror batch evidence while keeping acceptance, storage, PR readiness, merge, deployment, and runtime work disabled.

This response is content-free and preview-only. It does not accept a review, approve acceptance, store a review record, accept a mirror batch, store an acceptance record, query PR checks from the product surface, store PR check status, approve a workflow change, mark PR #6 ready, merge main, trigger deployment, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, authorize connection tests, approve or save endpoints, test endpoint connections, send probes, store payloads or responses, store keys, route private data to models, run inference, start training, charge billing, deduct or refund credits, read or write Knowtation, run Muse push from the product surface, or start runtime implementation.

Review summaryStatus: preview readyThe review preview explains what an operator would inspect before acceptance.Review question: Are all review criteria visible without approving acceptance?Safe next step: Keep the review as a preview until a separate approval gate exists.Controls: review preview, observe externally, keep disabledCriteria: all required checks green, merge state clean, runtime work blockedReview accepted now: noAcceptance approved now: noReview record stored now: noRuntime allowed now: no

Green check reviewStatus: external evidence requiredGreen checks are external evidence and do not become product-side stored state.Review question: Are all required checks green before a later review accepts evidence?Safe next step: Observe checks externally without querying or storing them in Scooling.Controls: observe externally, review preview, keep disabledCriteria: all required checks greenReview accepted now: noAcceptance approved now: noReview record stored now: noRuntime allowed now: no

Clean merge reviewStatus: external evidence requiredClean merge state is review evidence only and does not approve a main merge.Review question: Is clean merge state separated from paid deployment approval?Safe next step: Keep main merge and deployment blocked after clean state is observed.Controls: observe externally, review preview, keep disabledCriteria: merge state clean, main merge blocked, deployment blockedReview accepted now: noAcceptance approved now: noReview record stored now: noRuntime allowed now: no

Draft boundary reviewStatus: blockedThe mirror PR remains draft during this review preview.Review question: Can this review mark PR #6 ready?Safe next step: Require separate explicit approval before changing draft status.Controls: review preview, keep disabledCriteria: draft status preserved, main merge blockedReview accepted now: noAcceptance approved now: noReview record stored now: noRuntime allowed now: no

Private authority reviewStatus: blockedKnowtation remains private memory and permission authority after mirror review.Review question: Does the review avoid granting MuseHub private Knowtation authority?Safe next step: Keep private data, retrieval, write-back, audit, retention, and deletion blocked.Controls: review preview, keep disabledCriteria: knowtation authority preserved, runtime work blockedReview accepted now: noAcceptance approved now: noReview record stored now: noRuntime allowed now: no

Next gateStatus: preview readyThe next Phase 3B gate can decide whether the workflow alignment section is complete.Review question: Is completion still blocked until a separate closeout gate?Safe next step: Carry this preview into the next Phase 3B closeout-readiness slice.Controls: review preview, keep disabledCriteria: all required checks green, merge state clean, knowtation authority preservedReview accepted now: noAcceptance approved now: noReview record stored now: noRuntime allowed now: no

Blocked Phase 3B review preview actions

accept review
approve acceptance
store review record
accept mirror batch
store acceptance record
query pr checks from product surface
store pr check status
approve workflow change
mark pull request ready
merge main
trigger deployment
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
authorize connection test
approve endpoint
save endpoint
test endpoint connection
send probe request
store probe payload
store probe response
store api key
route private data to models
run inference
start training
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
run muse push from product surface
start runtime implementation

PR #6. Mirror branch: muse-mirror. Review mode: preview only. Review accepted: no. Acceptance approved: no. Review record stored: no.

Phase 3B.6

Phase 3B workflow alignment closeout readiness

Scooling can preview the evidence needed to close Phase 3B while keeping closure, storage, PR readiness, merge, deployment, Phase 3C, and runtime work disabled.

This response is content-free and preflight-only. It does not close Phase 3B, approve Phase 3B, store closeout records, start Phase 3C, accept review, approve acceptance, store a review record, accept a mirror batch, store an acceptance record, query PR checks from the product surface, store PR check status, approve a workflow change, mark PR #6 ready, merge main, trigger deployment, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, authorize connection tests, approve or save endpoints, test endpoint connections, send probes, store payloads or responses, store keys, route private data to models, run inference, start training, charge billing, deduct or refund credits, read or write Knowtation, run Muse push from the product surface, or start runtime implementation.

Closeout inputsStatus: ready to reviewPhase 3B closeout needs documented local preflight contracts before any approval.Closeout question: Are the implemented Phase 3B slices documented and visible for review?Evidence source: local preflight contractCriteria: phase 3b slices documented, runtime scope not startedCloseout approved now: noCloseout stored now: noPhase 3C started now: noRuntime allowed now: no

Remote check gateStatus: external evidence requiredRequired PR checks remain external evidence and are not queried by the product.Closeout question: Are required checks green in the external PR surface?Evidence source: external pr reviewCriteria: required remote checks greenCloseout approved now: noCloseout stored now: noPhase 3C started now: noRuntime allowed now: no

Clean merge gateStatus: external evidence requiredClean merge state must be externally observed without merging paid main.Closeout question: Is the mirror branch clean while main merge remains blocked?Evidence source: external pr reviewCriteria: merge state cleanCloseout approved now: noCloseout stored now: noPhase 3C started now: noRuntime allowed now: no

Draft boundaryStatus: blockedPR #6 stays draft until a separate user decision changes that state.Closeout question: Does Phase 3B closeout readiness keep PR readiness disabled?Evidence source: operator reviewCriteria: pr remains draft, phase 3c requires separate authorizationCloseout approved now: noCloseout stored now: noPhase 3C started now: noRuntime allowed now: no

Private authority gateStatus: blockedKnowtation authority remains unchanged by the closeout-readiness surface.Closeout question: Does MuseHub remain collaboration context instead of private authority?Evidence source: operator reviewCriteria: knowtation authority preserved, runtime scope not startedCloseout approved now: noCloseout stored now: noPhase 3C started now: noRuntime allowed now: no

Next phase gateStatus: blockedPhase 3C requires a separate explicit authorization after Phase 3B closeout.Closeout question: Is Phase 3C still blocked by a new user decision?Evidence source: operator reviewCriteria: phase 3c requires separate authorization, runtime scope not startedCloseout approved now: noCloseout stored now: noPhase 3C started now: noRuntime allowed now: no

Blocked Phase 3B closeout-readiness actions

close phase 3b
approve phase 3b
store closeout record
start phase 3c
accept review
approve acceptance
store review record
accept mirror batch
store acceptance record
query pr checks from product surface
store pr check status
approve workflow change
mark pull request ready
merge main
trigger deployment
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
authorize connection test
approve endpoint
save endpoint
test endpoint connection
send probe request
store probe payload
store probe response
store api key
route private data to models
run inference
start training
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
run muse push from product surface
start runtime implementation

PR #6. Mirror branch: muse-mirror. Closeout mode: criteria only. Phase 3B closed: no. Closeout record stored: no. Phase 3C started: no.

Phase 3B.7

Phase 3B workflow alignment closeout proposal

External PR checks are green and merge state is clean, so Scooling can show a proposal for a separate human closeout decision.

Keep PR #6 draft and keep Phase 3C blocked until a separate explicit decision approves Phase 3B closeout.

This response is content-free and proposal-only. It does not store the proposal, close Phase 3B, approve Phase 3B, store closeout records, start Phase 3C, accept review, approve acceptance, store a review record, accept a mirror batch, store an acceptance record, query PR checks from the product surface, store PR check status, approve a workflow change, mark PR #6 ready, merge main, trigger deployment, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, authorize connection tests, approve or save endpoints, test endpoint connections, send probes, store payloads or responses, store keys, route private data to models, run inference, start training, charge billing, deduct or refund credits, read or write Knowtation, run Muse push from the product surface, or start runtime implementation.

External check evidenceStatus: ready for human decisionAll required PR checks are green in the external PR surface.Human decision question: Can Phase 3B closeout be considered after green external checks?Evidence source: external pr surfaceCriteria: all required checks greenProposal stored now: noPhase 3B closed now: noPhase 3C started now: noRuntime allowed now: no

Clean merge evidenceStatus: ready for human decisionThe mirror PR merge state is clean in the external PR surface.Human decision question: Can closeout proceed while main merge remains blocked?Evidence source: external pr surfaceCriteria: merge state cleanProposal stored now: noPhase 3B closed now: noPhase 3C started now: noRuntime allowed now: no

Draft PR boundaryStatus: blockedPR #6 remains draft and cannot be marked ready by this proposal.Human decision question: Should PR readiness stay outside this closeout proposal?Evidence source: operator reviewCriteria: pr remains draft, phase 3c requires separate authorizationProposal stored now: noPhase 3B closed now: noPhase 3C started now: noRuntime allowed now: no

Private authority boundaryStatus: blockedKnowtation remains the private memory and permission authority.Human decision question: Does the closeout proposal preserve the Knowtation authority boundary?Evidence source: local preflight contractCriteria: knowtation authority preserved, runtime scope not startedProposal stored now: noPhase 3B closed now: noPhase 3C started now: noRuntime allowed now: no

Runtime boundaryStatus: blockedRuntime implementation remains outside Phase 3B closeout proposal scope.Human decision question: Does Phase 3C require a separate authorization before runtime work?Evidence source: operator reviewCriteria: runtime scope not started, phase 3c requires separate authorizationProposal stored now: noPhase 3B closed now: noPhase 3C started now: noRuntime allowed now: no

Closeout decision handoffStatus: external evidence recorded outside productThis proposal is ready for a separate human decision and does not close Phase 3B.Human decision question: Should a separate approval close Phase 3B after this proposal?Evidence source: operator reviewCriteria: all required checks green, merge state clean, knowtation authority preserved, phase 3c requires separate authorizationProposal stored now: noPhase 3B closed now: noPhase 3C started now: noRuntime allowed now: no

Blocked Phase 3B closeout proposal actions

store closeout proposal
close phase 3b
approve phase 3b
store closeout record
start phase 3c
accept review
approve acceptance
store review record
accept mirror batch
store acceptance record
query pr checks from product surface
store pr check status
approve workflow change
mark pull request ready
merge main
trigger deployment
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
authorize connection test
approve endpoint
save endpoint
test endpoint connection
send probe request
store probe payload
store probe response
store api key
route private data to models
run inference
start training
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
run muse push from product surface
start runtime implementation

PR #6. Mirror branch: muse-mirror. Proposal mode: human decision proposal only. External checks green: yes. External merge state clean: yes. Phase 3B closed: no.

Phase 3B.8

Phase 3B workflow alignment closeout

Phase 3B is locally closed after PR #6 checks passed, merge state became clean, and the draft PR boundary stayed intact.

Keep PR #6 draft and keep Phase 3C blocked until a separate explicit authorization defines the next implementation scope.

This closeout is content-free and local to the Scooling product surface. It does not store closeout records, start Phase 3C, store closeout proposals, approve workflow changes, mark PR #6 ready, merge main, trigger deployment, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, authorize connection tests, approve or save endpoints, test endpoint connections, send probes, store payloads or responses, store keys, route private data to models, run inference, start training, charge billing, deduct or refund credits, read or write Knowtation, run Muse push from the product surface, or start runtime implementation.

Closed Phase 3B scopeStatus: closedPhase 3B workflow alignment is closed locally after the green and clean PR gate.Closeout finding: The closeout covers workflow alignment only, not Phase 3C runtime work.Criteria: phase3b slices complete, runtime scope not startedPhase 3B closed now: yesPhase 3C started now: noRuntime allowed now: no

Remote evidenceStatus: verifiedAll required PR checks passed and merge state is clean on PR #6.Closeout finding: Remote evidence was observed outside the product surface.Criteria: all required checks green, merge state clean, pr remains draftPhase 3B closed now: yesPhase 3C started now: noRuntime allowed now: no

Private authorityStatus: verifiedKnowtation remains private memory and permission authority.Closeout finding: MuseHub remains collaboration context, not private Knowtation authority.Criteria: knowtation authority preservedPhase 3B closed now: yesPhase 3C started now: noRuntime allowed now: no

Blocked actionsStatus: blockedPaid merge, deployment, private data, connectors, billing, and runtime work stay off.Closeout finding: Phase 3B closeout does not grant permissions for blocked actions.Criteria: runtime scope not started, pr remains draftPhase 3B closed now: yesPhase 3C started now: noRuntime allowed now: no

Phase 3C boundaryStatus: blockedPhase 3C remains blocked until a separate explicit authorization.Closeout finding: Closing Phase 3B does not start implementation or runtime behavior.Criteria: phase3c requires separate authorization, runtime scope not startedPhase 3B closed now: yesPhase 3C started now: noRuntime allowed now: no

Next gateStatus: handoff readyThe next decision is whether to authorize a separate Phase 3C plan.Closeout finding: No PR readiness, main merge, deployment, or runtime step is part of closeout.Criteria: phase3b slices complete, all required checks green, merge state clean, phase3c requires separate authorizationPhase 3B closed now: yesPhase 3C started now: noRuntime allowed now: no

Blocked actions after Phase 3B closeout

store closeout record
start phase 3c
store closeout proposal
approve workflow change
mark pull request ready
merge main
trigger deployment
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
authorize connection test
approve endpoint
save endpoint
test endpoint connection
send probe request
store probe payload
store probe response
store api key
route private data to models
run inference
start training
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
run muse push from product surface
start runtime implementation

PR #6. Mirror branch: muse-mirror. Phase 3B status: closed locally. Remaining Phase 3B test batches: 0. Remaining Phase 3B tests: 0. Phase 3C started: no.

Phase 3C.1

Phase 3C private model runtime evaluation preflight

Scooling can evaluate local and self-hosted runtime lanes on paper while keeping endpoints, private data, inference, training, and billing disabled.

Continue with a security-review checklist before any non-sensitive endpoint pilot or training-credit design is authorized.

This response is content-free and preflight-only. It does not approve Unsloth or self-hosted runtimes, approve or save endpoints, test endpoint connections, send probes, store payloads or responses, store keys, route private data to models, run inference, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Runtime lane inventoryStatus: evaluation readyUnsloth local and self-hosted lanes can be compared without approving either lane.Evaluation question: Which runtime lanes are candidates for a later non-sensitive pilot?Candidate lanes: unsloth local, unsloth self hosted, disabled, cloud deferredCriteria: no endpoint connection, no model inference, non sensitive fixture requiredRuntime approved now: noEndpoint connection allowed now: noPrivate data allowed now: noBilling allowed now: no

Permission boundaryStatus: blockedKnowtation remains the authority before any private context can reach a model.Evaluation question: Which Knowtation permission checks must precede any later model call?Candidate lanes: disabled, unsloth local, unsloth self hostedCriteria: knowtation authority preserved, no private data usedRuntime approved now: noEndpoint connection allowed now: noPrivate data allowed now: noBilling allowed now: no

Endpoint safetyStatus: blockedEndpoint ownership, API keys, tools, logs, and network exposure require review first.Evaluation question: Which endpoint controls are required before a connection test?Candidate lanes: unsloth local, unsloth self hostedCriteria: no endpoint connection, no private data used, no model inferenceRuntime approved now: noEndpoint connection allowed now: noPrivate data allowed now: noBilling allowed now: no

Training credit boundaryStatus: deferredTraining credits remain separate from ordinary inference until a billing design exists.Evaluation question: Should training credits live in packs, org allocations, or future credits?Candidate lanes: disabled, unsloth local, unsloth self hostedCriteria: no training job, no billing eventRuntime approved now: noEndpoint connection allowed now: noPrivate data allowed now: noBilling allowed now: no

Pilot fixture boundaryStatus: evaluation readyThe first pilot must use non-sensitive fixtures and avoid private learner content.Evaluation question: What non-sensitive fixture proves adapter shape without private data?Candidate lanes: unsloth local, unsloth self hostedCriteria: non sensitive fixture required, no private data used, no model inferenceRuntime approved now: noEndpoint connection allowed now: noPrivate data allowed now: noBilling allowed now: no

Next gateStatus: blockedThe next step is a security-review checklist, not a runtime implementation.Evaluation question: Which evidence is required before any endpoint test is authorized?Candidate lanes: disabled, unsloth local, unsloth self hostedCriteria: knowtation authority preserved, no endpoint connection, no billing eventRuntime approved now: noEndpoint connection allowed now: noPrivate data allowed now: noBilling allowed now: no

Blocked Phase 3C runtime evaluation actions

approve unsloth runtime
approve self hosted runtime
approve endpoint
save endpoint
test endpoint connection
send probe request
store probe payload
store probe response
store api key
route private data to models
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: private model runtime evaluation preflight only. Runtime approved: no. Endpoint approved: no. Training approved: no.

Phase 3C.2

Phase 3C private model runtime security checklist

Scooling can review endpoint ownership, key handling, tool exposure, prompt minimization, logs, and training boundaries before any runtime pilot.

Complete this checklist before any non-sensitive endpoint dry run or training-credit design is proposed.

This response is content-free and checklist-only. It does not approve the security review, approve or save endpoints, test endpoint connections, send probes, store payloads or responses, store keys, route private data to models, run inference, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Endpoint ownershipStatus: checklist readyEvery runtime endpoint needs a named owner before testing.Review question: Who owns the local or self-hosted endpoint and support burden?Required items: endpoint owner identifiedSecurity review approved now: noEndpoint test allowed now: noPrivate data allowed now: noRuntime allowed now: no

Key handlingStatus: blockedAPI keys remain blocked until storage and redaction policy exists.Review question: How are keys stored, rotated, redacted, and excluded from logs?Required items: api key storage blocked, logs redactedSecurity review approved now: noEndpoint test allowed now: noPrivate data allowed now: noRuntime allowed now: no

Tool exposureStatus: blockedServer-side terminal, Python, web, and filesystem tools must be disabled or gated.Review question: Which server-side tools are exposed by the runtime lane?Required items: server side tools disabled or gatedSecurity review approved now: noEndpoint test allowed now: noPrivate data allowed now: noRuntime allowed now: no

Prompt minimizationStatus: blockedPrivate context cannot reach a model until prompt-minimization rules are accepted.Review question: What is the smallest non-sensitive fixture that can prove adapter shape?Required items: prompt minimization requiredSecurity review approved now: noEndpoint test allowed now: noPrivate data allowed now: noRuntime allowed now: no

Log redactionStatus: blockedLogs must not contain prompts, completions, note bodies, secrets, or billing IDs.Review question: Which logs exist and how are sensitive fields removed?Required items: logs redactedSecurity review approved now: noEndpoint test allowed now: noPrivate data allowed now: noRuntime allowed now: no

Training boundaryStatus: blockedTraining requires a separate consent, retention, deletion, export, and credit plan.Review question: Which separate gates must pass before any training job can start?Required items: training requires separate consentSecurity review approved now: noEndpoint test allowed now: noPrivate data allowed now: noRuntime allowed now: no

Blocked Phase 3C security checklist actions

approve security review
approve endpoint
save endpoint
test endpoint connection
send probe request
store probe payload
store probe response
store api key
route private data to models
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: private model runtime security review checklist only. Security review approved: no. Endpoint test authorized: no.

Phase 3C.3

Phase 3C training dataset precursor checklist

Scooling can define the safeguards for future project or vault model datasets while keeping dataset generation, Knowtation access, training, billing, and runtime work disabled.

Continue with a dataset review preview before any non-sensitive fixture dataset or trainer handoff is authorized.

This response is content-free and checklist-only. It does not approve dataset scope, generate dataset previews, approve datasets for training, package or transfer training datasets, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, route private data to models, store training source content, store keys, approve or save endpoints, test endpoint connections, send probes, run inference, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Scope selectionStatus: checklist readyA future training dataset needs an exact vault, project, folder, or document scope.Review question: Which user-selected scope is allowed to contribute to a model?Required items: exact scope requiredDataset scope approved now: noDataset preview generated now: noTraining approved now: noPrivate data accessed now: no

Authorization boundaryStatus: blockedKnowtation authorization must pass before any source text is selected.Review question: Which Knowtation checks prove the user can train on this scope?Required items: knowtation authorization requiredDataset scope approved now: noDataset preview generated now: noTraining approved now: noPrivate data accessed now: no

Dataset previewStatus: blockedA human-reviewed dataset preview is required before training approval.Review question: What preview lets a user approve included sources without leaking content?Required items: human dataset review requiredDataset scope approved now: noDataset preview generated now: noTraining approved now: noPrivate data accessed now: no

Redaction and minimizationStatus: blockedTraining material must be minimized and redacted before trainer handoff.Review question: Which fields are removed before any dataset is packaged?Required items: redaction and minimization requiredDataset scope approved now: noDataset preview generated now: noTraining approved now: noPrivate data accessed now: no

Retention and deletionStatus: blockedTraining material and artifacts need retention, revocation, and deletion policy.Review question: How does deleted source material affect datasets and artifacts?Required items: retention and deletion requiredDataset scope approved now: noDataset preview generated now: noTraining approved now: noPrivate data accessed now: no

Trainer handoffStatus: blockedTrainer handoff remains blocked until scope, consent, billing, and lifecycle gates pass.Review question: Which approvals are required before Unsloth or another trainer receives data?Required items: trainer handoff requires approvalDataset scope approved now: noDataset preview generated now: noTraining approved now: noPrivate data accessed now: no

Blocked Phase 3C training dataset actions

approve dataset scope
generate dataset preview
approve dataset for training
package training dataset
transfer dataset to trainer
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
test endpoint connection
send probe request
run inference
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: training dataset precursor checklist only. Dataset preview generated: no. Training approved: no.

Phase 3C.4

Phase 3C dataset review preview

Scooling can show the shape of a future dataset review without reading source content, generating a dataset, approving training, storing review records, billing, or contacting any trainer.

Continue with content-free review design until a separate non-sensitive fixture dataset path is approved.

This response is content-free and preview-only. It does not approve dataset scope, generate dataset previews, select training sources, approve datasets for training, store dataset reviews, package or transfer training datasets, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, route private data to models, store training source content, store keys, approve or save endpoints, test endpoint connections, send probes, run inference, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Source inventoryStatus: preview readyShows the future source list shape without selecting or reading any source.Review question: Which source categories would be visible before approval?Required items: source inventory placeholderSample display: Example: source title placeholder, scope label, and inclusion status.Source content shown: noDataset generated now: noReview stored now: noTraining approved now: noPrivate data accessed now: no

Review fieldsStatus: preview readyNames the metadata a reviewer needs before approving a training dataset.Review question: Which metadata fields help a user approve or deny inclusion?Required items: review metadata requiredSample display: Example: owner, scope, source type, retention class, and approval state.Source content shown: noDataset generated now: noReview stored now: noTraining approved now: noPrivate data accessed now: no

Risk flagsStatus: blockedRisk flags must exist before any live source can enter a training dataset.Review question: Which warning labels block unsafe source inclusion?Required items: risk flags requiredSample display: Example: sensitive, shared, externally-owned, too broad, or policy missing.Source content shown: noDataset generated now: noReview stored now: noTraining approved now: noPrivate data accessed now: no

Redaction previewStatus: blockedA future review must show redaction status without leaking source content.Review question: How does the UI prove minimization happened without revealing private text?Required items: redaction preview requiredSample display: Example: redaction policy name, removed field count, and validation status.Source content shown: noDataset generated now: noReview stored now: noTraining approved now: noPrivate data accessed now: no

Approval boundaryStatus: blockedDataset review cannot become training approval or billing approval.Review question: Which later approvals are still required after a reviewer accepts a dataset?Required items: explicit approval boundary requiredSample display: Example: dataset accepted for review only; training and credits remain blocked.Source content shown: noDataset generated now: noReview stored now: noTraining approved now: noPrivate data accessed now: no

Audit receiptStatus: blockedA future receipt must be content-free and avoid private source material.Review question: What evidence can be stored without exposing private training content?Required items: content free audit receipt requiredSample display: Example: policy version, reviewer id placeholder, decision id, and timestamps.Source content shown: noDataset generated now: noReview stored now: noTraining approved now: noPrivate data accessed now: no

Blocked Phase 3C dataset review actions

approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
test endpoint connection
send probe request
run inference
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: dataset review preview only. Training sources selected: no. Review stored: no.

Phase 3C.5

Phase 3C fixture dataset handoff preflight

Scooling can define a synthetic fixture-only handoff boundary without creating fixture files, contacting trainers, reading Knowtation, using private data, starting training, or billing.

Continue with fixture-only handoff design until a separate approval authorizes non-sensitive fixture creation and trainer request-shape tests.

This response is content-free and preflight-only. It does not approve fixture scope, create or store fixture datasets, approve fixture handoff, transfer fixtures to trainers, call Unsloth data recipe, dataset, train, export, or inference APIs, approve dataset scope, generate dataset previews, select training sources, approve datasets for training, store dataset reviews, package or transfer training datasets, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, route private data to models, store training source content, store keys, approve or save endpoints, test endpoint connections, send probes, run inference, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Fixture scopeStatus: preflight readyOnly synthetic, non-sensitive fixture data can be considered for a future pilot.Review question: Which fixture-only boundary proves no live user source can enter the pilot?Required items: synthetic fixture onlyFixture only: yesLive source allowed now: noFixture created now: noTrainer called now: noBilling allowed now: no

Manifest shapeStatus: preflight readyThe handoff needs a manifest schema before any fixture file is created.Review question: Which fields describe a fixture without exposing real source content?Required items: manifest schema requiredFixture only: yesLive source allowed now: noFixture created now: noTrainer called now: noBilling allowed now: no

Redaction guaranteeStatus: blockedSynthetic fixtures still need proof that private content cannot leak into handoff.Review question: Which checks prove the fixture is synthetic and content-free?Required items: redaction guarantee requiredFixture only: yesLive source allowed now: noFixture created now: noTrainer called now: noBilling allowed now: no

Trainer contractStatus: blockedTrainer APIs remain blocked until the handoff contract is approved separately.Review question: Which Unsloth-compatible request shapes are allowed for fixture-only tests?Required items: trainer contract requiredFixture only: yesLive source allowed now: noFixture created now: noTrainer called now: noBilling allowed now: no

Cost boundaryStatus: blockedFixture handoff preflight cannot approve GPU work, credits, or paid API calls.Review question: How are paid operations blocked before fixture handoff authorization?Required items: no cost runtime boundary requiredFixture only: yesLive source allowed now: noFixture created now: noTrainer called now: noBilling allowed now: no

Rollback planStatus: blockedA fixture pilot needs a rollback path before any handoff is authorized.Review question: How would Scooling discard fixture-only outputs without touching user data?Required items: rollback plan requiredFixture only: yesLive source allowed now: noFixture created now: noTrainer called now: noBilling allowed now: no

Blocked Phase 3C fixture handoff actions

approve fixture scope
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
test endpoint connection
send probe request
run inference
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: fixture dataset handoff preflight only. Fixture created: no. Trainer called: no.

Phase 3C.6

Phase 3C trainer request-shape preview

Scooling can preview synthetic request shapes for Unsloth-compatible trainer flows without approving them, creating fixtures, calling endpoints, running training, billing, or touching private data.

Continue with request-shape review until a separate approval authorizes non-sensitive fixture creation and endpoint-free contract tests.

This response is content-free and preview-only. It does not approve request shapes, create or store fixture datasets, approve fixture handoff, transfer fixtures to trainers, call Unsloth data recipe, dataset, train, export, or inference APIs, test endpoint connections, send probes, run inference, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, route private data to models, store training source content, store keys, approve or save endpoints, approve dataset scope, generate dataset previews, select training sources, approve datasets for training, store dataset reviews, package or transfer training datasets, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Data recipe requestStatus: shape preview readyPreviews the synthetic data recipe request fields without calling `/api/data-recipe`.Request shape: method, synthetic recipe id, fixture manifest id, validation mode, no endpoint URL.Required items: synthetic payload shape only, no endpoint url, no network callSynthetic only: yesEndpoint URL included: noAPI key included: noSource content included: noNetwork call sent now: noBillable runtime allowed now: no

Dataset upload requestStatus: blockedPreviews dataset upload metadata without creating files or calling `/api/datasets`.Request shape: fixture manifest id, synthetic file labels, expected format, no file body.Required items: synthetic payload shape only, no source content, no network callSynthetic only: yesEndpoint URL included: noAPI key included: noSource content included: noNetwork call sent now: noBillable runtime allowed now: no

Training start requestStatus: blockedPreviews training start fields while paid GPU work remains blocked.Request shape: synthetic dataset id, base model label, max steps placeholder, dry-run flag.Required items: synthetic payload shape only, no billable runtime, no network callSynthetic only: yesEndpoint URL included: noAPI key included: noSource content included: noNetwork call sent now: noBillable runtime allowed now: no

Status and metrics requestStatus: blockedPreviews polling shape without creating a job or calling trainer status endpoints.Request shape: synthetic job id, poll intent, metric names, no endpoint URL.Required items: synthetic payload shape only, no endpoint url, no network callSynthetic only: yesEndpoint URL included: noAPI key included: noSource content included: noNetwork call sent now: noBillable runtime allowed now: no

Export requestStatus: blockedPreviews export fields without checkpoint loading or artifact creation.Request shape: synthetic job id, export format label, artifact registry placeholder.Required items: synthetic payload shape only, no source content, no network callSynthetic only: yesEndpoint URL included: noAPI key included: noSource content included: noNetwork call sent now: noBillable runtime allowed now: no

Inference requestStatus: blockedPreviews OpenAI-compatible request fields without model loading or inference.Request shape: synthetic model id, harmless prompt placeholder, max tokens placeholder, no API key.Required items: synthetic payload shape only, no api key, no billable runtimeSynthetic only: yesEndpoint URL included: noAPI key included: noSource content included: noNetwork call sent now: noBillable runtime allowed now: no

Blocked Phase 3C trainer request-shape actions

approve request shape
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: trainer request shape preview only. Trainer called: no. Request shape approved: no.

Phase 3C.7

Phase 3C no-network trainer contract checklist

Scooling can review no-network trainer contract requirements while keeping approvals, validation runs, storage, fixtures, endpoints, trainer calls, training, billing, and private data disabled.

Continue with no-network contract review until a separate approval authorizes endpoint-free fixture contract tests.

This response is content-free and checklist-only. It does not approve trainer contracts, store contract validation, run contract validation, approve request shapes, create or store fixture datasets, approve fixture handoff, transfer fixtures to trainers, call Unsloth data recipe, dataset, train, export, or inference APIs, test endpoint connections, send probes, run inference, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, route private data to models, store training source content, store keys, approve or save endpoints, approve dataset scope, generate dataset previews, select training sources, approve datasets for training, store dataset reviews, package or transfer training datasets, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Endpoint absenceStatus: checklist readyThe contract checklist must prove no endpoint URL is present.Review question: Which fields demonstrate this validation cannot reach a trainer?Required items: endpoint absence requiredNo network: yesContract approved now: noValidation stored now: noEndpoint included now: noAPI key included now: noPrivate data allowed now: no

Credential absenceStatus: checklist readyThe contract checklist must prove no API key or token is present.Review question: Which key-handling checks keep the validation content-free?Required items: credential absence requiredNo network: yesContract approved now: noValidation stored now: noEndpoint included now: noAPI key included now: noPrivate data allowed now: no

Payload minimizationStatus: blockedThe contract needs minimal synthetic fields and no source content.Review question: Which fields are allowed in a no-network request-shape validation?Required items: payload minimization requiredNo network: yesContract approved now: noValidation stored now: noEndpoint included now: noAPI key included now: noPrivate data allowed now: no

Lifecycle hooksStatus: blockedLifecycle hooks need review before any future fixture validation can be stored.Review question: Which create, approve, revoke, and delete hooks must remain blocked now?Required items: lifecycle hook review requiredNo network: yesContract approved now: noValidation stored now: noEndpoint included now: noAPI key included now: noPrivate data allowed now: no

Error redactionStatus: blockedFuture trainer errors must be redacted before becoming user-visible.Review question: Which error fields could leak paths, tokens, prompts, or payloads?Required items: error redaction requiredNo network: yesContract approved now: noValidation stored now: noEndpoint included now: noAPI key included now: noPrivate data allowed now: no

Approval boundaryStatus: blockedChecklist review cannot approve network tests, fixture creation, training, or billing.Review question: Which later approvals are still required after this checklist is accepted?Required items: explicit approval boundary requiredNo network: yesContract approved now: noValidation stored now: noEndpoint included now: noAPI key included now: noPrivate data allowed now: no

Blocked Phase 3C trainer contract checklist actions

approve trainer contract
store contract validation
run contract validation
approve request shape
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: no network trainer contract checklist only. Validation ran: no. Trainer called: no.

Phase 3C.8

Phase 3C contract-validation receipt preview

Scooling can preview a future no-network validation receipt shape while keeping issuance, storage, validation runs, trainer approvals, endpoints, trainer calls, training, billing, and private data disabled.

Continue with receipt-shape review until a separate approval authorizes endpoint-free fixture contract tests and a separate storage policy.

This response is content-free and preview-only. It does not issue validation receipts, store validation receipts, store contract validation, run contract validation, approve trainer contracts, approve request shapes, create or store fixture datasets, approve fixture handoff, transfer fixtures to trainers, call Unsloth data recipe, dataset, train, export, or inference APIs, test endpoint connections, send probes, run inference, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, route private data to models, store training source content, store keys, approve or save endpoints, approve dataset scope, generate dataset previews, select training sources, approve datasets for training, store dataset reviews, package or transfer training datasets, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Receipt identityStatus: receipt preview readyPreviews a synthetic receipt id and phase label without issuing a receipt.Receipt field shape: synthetic receipt id, policy version, phase label, preview-only flag.Required items: synthetic receipt id onlyContent-free: yesPreview only: yesReceipt issued now: noReceipt stored now: noValidation ran now: noValidation result stored now: noEndpoint included now: noAPI key included now: noPrivate data allowed now: no

Validation scopeStatus: receipt preview readyPreviews the no-network scope that a future validation receipt would reference.Receipt field shape: contract section labels, no-network declaration, no endpoint or credential.Required items: content free scope summary, no endpoint or credentialContent-free: yesPreview only: yesReceipt issued now: noReceipt stored now: noValidation ran now: noValidation result stored now: noEndpoint included now: noAPI key included now: noPrivate data allowed now: no

Result summaryStatus: blockedPreviews result fields without running validation or recording pass/fail status.Receipt field shape: result state placeholder, criteria labels, no execution output.Required items: no validation result storageContent-free: yesPreview only: yesReceipt issued now: noReceipt stored now: noValidation ran now: noValidation result stored now: noEndpoint included now: noAPI key included now: noPrivate data allowed now: no

Redaction summaryStatus: blockedPreviews redaction markers for future error summaries without showing errors.Receipt field shape: redaction marker labels, omitted error fields, no raw message body.Required items: redacted error shape onlyContent-free: yesPreview only: yesReceipt issued now: noReceipt stored now: noValidation ran now: noValidation result stored now: noEndpoint included now: noAPI key included now: noPrivate data allowed now: no

Retention boundaryStatus: blockedPreviews retention boundaries while receipt storage remains disabled.Receipt field shape: retention policy label, storage disabled flag, deletion gate label.Required items: no validation result storageContent-free: yesPreview only: yesReceipt issued now: noReceipt stored now: noValidation ran now: noValidation result stored now: noEndpoint included now: noAPI key included now: noPrivate data allowed now: no

Next approval gateStatus: blockedPreviews the next required approval without granting that approval.Receipt field shape: next gate label, blocked action list, no approval token.Required items: next gate is not approvalContent-free: yesPreview only: yesReceipt issued now: noReceipt stored now: noValidation ran now: noValidation result stored now: noEndpoint included now: noAPI key included now: noPrivate data allowed now: no

Blocked Phase 3C contract-validation receipt actions

issue validation receipt
store validation receipt
store contract validation
run contract validation
approve trainer contract
approve request shape
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: contract validation receipt preview only. Receipt stored: no. Validation ran: no. Trainer called: no.

Phase 3C.9

Phase 3C fixture contract-test authorization preflight

Scooling can preview the authorization requirements for future fixture contract tests while keeping authorization, endpoint tests, fixture creation, validation runs, trainer calls, training, billing, and private data disabled.

Continue with authorization preflight review until a separate approval authorizes endpoint-free fixture contract tests.

This response is content-free and preflight-only. It does not authorize fixture contract tests, authorize endpoint tests, approve contract-test plans, create or store fixture datasets, approve fixture handoff, transfer fixtures to trainers, issue or store validation receipts, store contract validation, run contract validation, approve trainer contracts, approve request shapes, call Unsloth data recipe, dataset, train, export, or inference APIs, test endpoint connections, send probes, run inference, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, route private data to models, store training source content, store keys, approve or save endpoints, approve dataset scope, generate dataset previews, select training sources, approve datasets for training, store dataset reviews, package or transfer training datasets, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Operator identityStatus: preflight readyChecks that a future authorization gate must be tied to a signed-in operator.Preflight question: Which identity evidence would be required before a later authorization?Required items: operator identity requiredPreflight only: yesAuthorization granted now: noEndpoint test authorized now: noFixture created now: noTrainer called now: noPrivate data allowed now: no

Synthetic fixture boundaryStatus: preflight readyNames the requirement that only synthetic fixture labels can be in scope.Preflight question: Which fields prove private content and real vault material are out of scope?Required items: synthetic fixture boundary requiredPreflight only: yesAuthorization granted now: noEndpoint test authorized now: noFixture created now: noTrainer called now: noPrivate data allowed now: no

No-network test scopeStatus: blockedPreviews a future contract-test scope while all network tests remain blocked.Preflight question: Which assertions keep future fixture tests local and endpoint-free?Required items: no network scope requiredPreflight only: yesAuthorization granted now: noEndpoint test authorized now: noFixture created now: noTrainer called now: noPrivate data allowed now: no

Endpoint test denialStatus: blockedKeeps endpoint connection tests and probes denied in this phase.Preflight question: Which later approval would be required before any endpoint test exists?Required items: endpoint test denial requiredPreflight only: yesAuthorization granted now: noEndpoint test authorized now: noFixture created now: noTrainer called now: noPrivate data allowed now: no

Trainer call denialStatus: blockedKeeps trainer API calls, inference, training, and exports denied.Preflight question: Which trainer operations remain outside this preflight boundary?Required items: trainer call denial requiredPreflight only: yesAuthorization granted now: noEndpoint test authorized now: noFixture created now: noTrainer called now: noPrivate data allowed now: no

Next gate summaryStatus: blockedNames the next approval gate without granting it.Preflight question: Which approvals must remain separate after this preflight is reviewed?Required items: separate approval gate requiredPreflight only: yesAuthorization granted now: noEndpoint test authorized now: noFixture created now: noTrainer called now: noPrivate data allowed now: no

Blocked Phase 3C fixture contract-test authorization actions

authorize fixture contract test
authorize endpoint test
approve contract test plan
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
issue validation receipt
store validation receipt
store contract validation
run contract validation
approve trainer contract
approve request shape
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: fixture contract test authorization preflight only. Fixture contract test authorized: no. Endpoint test authorized: no. Trainer called: no.

Phase 3C.10

Phase 3C endpoint-free fixture contract-test plan preview

Scooling can preview an endpoint-free fixture contract-test plan shape while keeping plan approval, authorization, fixture creation, validation runs, trainer calls, training, billing, and private data disabled.

Continue with plan-shape review until a separate approval authorizes endpoint-free fixture contract tests.

This response is content-free and preview-only. It does not approve fixture contract-test plans, authorize fixture contract tests, authorize endpoint tests, create or store fixture datasets, approve fixture handoff, transfer fixtures to trainers, issue or store validation receipts, store contract validation, run contract validation, approve trainer contracts, approve request shapes, call Unsloth data recipe, dataset, train, export, or inference APIs, test endpoint connections, send probes, run inference, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, route private data to models, store training source content, store keys, approve or save endpoints, approve dataset scope, generate dataset previews, select training sources, approve datasets for training, store dataset reviews, package or transfer training datasets, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Plan identityStatus: plan preview readyPreviews a synthetic plan id and phase label without approving a plan.Plan field shape: synthetic plan id, policy version, phase label, preview-only flag.Required items: synthetic plan identity onlyContent-free: yesPreview only: yesPlan approved now: noTest authorized now: noFixture created now: noEndpoint included now: noTrainer called now: noPrivate data allowed now: no

Fixture manifest requirementsStatus: plan preview readyNames future synthetic fixture manifest labels without creating fixture files.Plan field shape: fixture label list, schema version, no file body, no private content.Required items: fixture manifest labels onlyContent-free: yesPreview only: yesPlan approved now: noTest authorized now: noFixture created now: noEndpoint included now: noTrainer called now: noPrivate data allowed now: no

Assertion matrixStatus: blockedPreviews assertion names without executing a test runner.Plan field shape: assertion ids, expected static outcomes, no execution output.Required items: assertion matrix without executionContent-free: yesPreview only: yesPlan approved now: noTest authorized now: noFixture created now: noEndpoint included now: noTrainer called now: noPrivate data allowed now: no

Runner boundaryStatus: blockedKeeps future fixture contract tests local and endpoint-free.Plan field shape: local-only runner label, network disabled flag, endpoint absent marker.Required items: local runner boundaryContent-free: yesPreview only: yesPlan approved now: noTest authorized now: noFixture created now: noEndpoint included now: noTrainer called now: noPrivate data allowed now: no

Redaction expectationsStatus: blockedPreviews redaction expectations without raw errors, prompts, payloads, or paths.Plan field shape: redaction rule labels, omitted fields, no raw error body.Required items: redaction expectation labelsContent-free: yesPreview only: yesPlan approved now: noTest authorized now: noFixture created now: noEndpoint included now: noTrainer called now: noPrivate data allowed now: no

Next authorization gateStatus: blockedNames the separate authorization gate without granting it.Plan field shape: next gate label, blocked action list, no authorization token.Required items: separate authorization gateContent-free: yesPreview only: yesPlan approved now: noTest authorized now: noFixture created now: noEndpoint included now: noTrainer called now: noPrivate data allowed now: no

Blocked Phase 3C endpoint-free fixture contract-test plan actions

approve fixture contract test plan
authorize fixture contract test
authorize endpoint test
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
issue validation receipt
store validation receipt
store contract validation
run contract validation
approve trainer contract
approve request shape
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: endpoint free fixture contract test plan preview only. Plan approved: no. Test authorized: no. Trainer called: no.

Phase 3C.11

Phase 3C fixture contract-test result-shape preview

Scooling can preview endpoint-free fixture contract-test result fields while keeping result approval, result storage, test runs, authorization, fixture creation, trainer calls, training, billing, and private data disabled.

Continue with result-shape review until separate approvals authorize endpoint-free fixture contract tests and storage policy.

This response is content-free and preview-only. It does not approve fixture contract-test results, store fixture contract-test results, run fixture contract tests, approve fixture contract-test plans, authorize fixture contract tests, authorize endpoint tests, create or store fixture datasets, approve fixture handoff, transfer fixtures to trainers, issue or store validation receipts, store contract validation, run contract validation, approve trainer contracts, approve request shapes, call Unsloth data recipe, dataset, train, export, or inference APIs, test endpoint connections, send probes, run inference, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, route private data to models, store training source content, store keys, approve or save endpoints, approve dataset scope, generate dataset previews, select training sources, approve datasets for training, store dataset reviews, package or transfer training datasets, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Result identityStatus: result shape preview readyPreviews a synthetic result id and phase label without approving or storing results.Result field shape: synthetic result id, policy version, phase label, preview-only flag.Required items: synthetic result identity onlyContent-free: yesPreview only: yesResult approved now: noResult stored now: noTest ran now: noEndpoint included now: noTrainer called now: noPrivate data allowed now: no

Assertion outcome shapeStatus: result shape preview readyPreviews assertion outcome labels without executing tests.Result field shape: assertion id, synthetic outcome label, no execution output.Required items: assertion outcomes without executionContent-free: yesPreview only: yesResult approved now: noResult stored now: noTest ran now: noEndpoint included now: noTrainer called now: noPrivate data allowed now: no

Runner summary shapeStatus: blockedPreviews runner summary fields without logs, commands, endpoints, or network calls.Result field shape: local runner label, duration bucket, no command log, no endpoint URL.Required items: runner summary without logsContent-free: yesPreview only: yesResult approved now: noResult stored now: noTest ran now: noEndpoint included now: noTrainer called now: noPrivate data allowed now: no

Redaction result shapeStatus: blockedPreviews redaction result labels without raw errors, prompts, payloads, or paths.Result field shape: redaction status label, omitted field labels, no raw error body.Required items: redaction result labelsContent-free: yesPreview only: yesResult approved now: noResult stored now: noTest ran now: noEndpoint included now: noTrainer called now: noPrivate data allowed now: no

Retention boundaryStatus: blockedPreviews result retention boundaries while result storage remains disabled.Result field shape: retention policy label, storage disabled flag, deletion gate label.Required items: no result storageContent-free: yesPreview only: yesResult approved now: noResult stored now: noTest ran now: noEndpoint included now: noTrainer called now: noPrivate data allowed now: no

Next authorization gateStatus: blockedNames the separate authorization gate without granting it.Result field shape: next gate label, blocked action list, no authorization token.Required items: separate authorization gateContent-free: yesPreview only: yesResult approved now: noResult stored now: noTest ran now: noEndpoint included now: noTrainer called now: noPrivate data allowed now: no

Blocked Phase 3C fixture contract-test result-shape actions

approve fixture contract test result
store fixture contract test result
run fixture contract test
approve fixture contract test plan
authorize fixture contract test
authorize endpoint test
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
issue validation receipt
store validation receipt
store contract validation
run contract validation
approve trainer contract
approve request shape
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: fixture contract test result shape preview only. Result approved: no. Result stored: no. Test ran: no. Trainer called: no.

Phase 3C.12

Phase 3C fixture contract-test storage policy checklist

Scooling can review future result-storage policy requirements while keeping storage policy approval, result storage, test runs, authorization, fixture creation, trainer calls, training, billing, and private data disabled.

Continue with storage policy review until a separate approval authorizes endpoint-free fixture contract tests and storage controls.

This response is content-free and checklist-only. It does not approve fixture contract-test storage policy, approve fixture contract-test results, store fixture contract-test results, run fixture contract tests, approve fixture contract-test plans, authorize fixture contract tests, authorize endpoint tests, create or store fixture datasets, approve fixture handoff, transfer fixtures to trainers, issue or store validation receipts, store contract validation, run contract validation, approve trainer contracts, approve request shapes, call Unsloth data recipe, dataset, train, export, or inference APIs, test endpoint connections, send probes, run inference, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, route private data to models, store training source content, store keys, approve or save endpoints, approve dataset scope, generate dataset previews, select training sources, approve datasets for training, store dataset reviews, package or transfer training datasets, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Storage disabled defaultStatus: policy check readyConfirms fixture contract-test result storage remains disabled by default.Storage policy field: storage disabled flag, policy version, no storage target.Required items: storage disabled by defaultContent-free: yesChecklist only: yesStorage policy approved now: noResult stored now: noTest ran now: noNetwork allowed now: noPrivate data allowed now: no

Synthetic result boundaryStatus: policy check readyKeeps future result policy limited to synthetic labels with no private content.Storage policy field: synthetic result labels, content-free marker, no raw output.Required items: synthetic result labels onlyContent-free: yesChecklist only: yesStorage policy approved now: noResult stored now: noTest ran now: noNetwork allowed now: noPrivate data allowed now: no

Retention metadataStatus: blockedNames retention metadata labels without creating retention records.Storage policy field: retention class label, expiration label, no persisted record.Required items: retention metadata labelsContent-free: yesChecklist only: yesStorage policy approved now: noResult stored now: noTest ran now: noNetwork allowed now: noPrivate data allowed now: no

Access control labelsStatus: blockedNames future access labels without granting access or storing policy.Storage policy field: owner label, workspace label, review role label.Required items: access control labels onlyContent-free: yesChecklist only: yesStorage policy approved now: noResult stored now: noTest ran now: noNetwork allowed now: noPrivate data allowed now: no

Deletion gateStatus: blockedRequires a later deletion gate before any result storage can exist.Storage policy field: deletion policy label, erasure verification label, later gate marker.Required items: deletion requires later gateContent-free: yesChecklist only: yesStorage policy approved now: noResult stored now: noTest ran now: noNetwork allowed now: noPrivate data allowed now: no

Next authorization gateStatus: blockedNames the separate authorization gate without granting it.Storage policy field: next gate label, blocked action list, no authorization token.Required items: separate authorization gateContent-free: yesChecklist only: yesStorage policy approved now: noResult stored now: noTest ran now: noNetwork allowed now: noPrivate data allowed now: no

Blocked Phase 3C fixture contract-test storage policy actions

approve fixture contract test storage policy
approve fixture contract test result
store fixture contract test result
run fixture contract test
approve fixture contract test plan
authorize fixture contract test
authorize endpoint test
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
issue validation receipt
store validation receipt
store contract validation
run contract validation
approve trainer contract
approve request shape
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: fixture contract test storage policy checklist only. Storage policy approved: no. Result stored: no. Test ran: no. Trainer called: no.

Phase 3C.13

Phase 3C fixture contract-test deletion and retention authorization preflight

Scooling can preflight future deletion and retention authorization fields while keeping authorization, deletion, retention policy persistence, result storage, test runs, training, billing, and private data disabled.

Continue with deletion and retention authorization review until a separate approval authorizes storage controls and lifecycle operations.

This response is content-free and preflight-only. It does not authorize fixture contract-test deletion or retention, approve retention policy changes, approve deletion policy changes, delete fixture contract-test results, persist retention policy, persist deletion policy, approve fixture contract-test storage policy, approve fixture contract-test results, store fixture contract-test results, run fixture contract tests, approve fixture contract-test plans, authorize fixture contract tests, authorize endpoint tests, create or store fixture datasets, approve fixture handoff, transfer fixtures to trainers, issue or store validation receipts, store contract validation, run contract validation, approve trainer contracts, approve request shapes, call Unsloth data recipe, dataset, train, export, or inference APIs, test endpoint connections, send probes, run inference, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, route private data to models, store training source content, store keys, approve or save endpoints, approve dataset scope, generate dataset previews, select training sources, approve datasets for training, store dataset reviews, package or transfer training datasets, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Operator identityStatus: authorization preflight readyRequires a signed-in operator before any deletion or retention authorization path.Authorization field: operator identity label, workspace label, no authorization token.Required items: signed in operator identityContent-free: yesPreflight only: yesDeletion/retention authorized now: noRetention policy persisted now: noDeletion policy persisted now: noResult deleted now: noResult stored now: noPrivate data allowed now: no

Retention scopeStatus: authorization preflight readyNames retention scope labels without changing retention policy.Authorization field: retention class label, expiration label, no persisted policy.Required items: retention scope labels onlyContent-free: yesPreflight only: yesDeletion/retention authorized now: noRetention policy persisted now: noDeletion policy persisted now: noResult deleted now: noResult stored now: noPrivate data allowed now: no

Deletion scopeStatus: blockedNames deletion scope labels without deleting any result or record.Authorization field: delete target label, erasure verification label, no deleted result.Required items: deletion scope labels onlyContent-free: yesPreflight only: yesDeletion/retention authorized now: noRetention policy persisted now: noDeletion policy persisted now: noResult deleted now: noResult stored now: noPrivate data allowed now: no

Reviewer boundaryStatus: blockedNames reviewer role boundaries without granting review or deletion authority.Authorization field: review role label, second-review marker, no access grant.Required items: reviewer boundary labelsContent-free: yesPreflight only: yesDeletion/retention authorized now: noRetention policy persisted now: noDeletion policy persisted now: noResult deleted now: noResult stored now: noPrivate data allowed now: no

Audit receipt boundaryStatus: blockedPreviews audit receipt labels without persisting audit logs or receipts.Authorization field: receipt shape label, no audit body, no persisted audit event.Required items: audit receipt shape without persistenceContent-free: yesPreflight only: yesDeletion/retention authorized now: noRetention policy persisted now: noDeletion policy persisted now: noResult deleted now: noResult stored now: noPrivate data allowed now: no

Next authorization gateStatus: blockedNames the separate authorization gate without granting it.Authorization field: next gate label, blocked action list, no authorization token.Required items: separate authorization gateContent-free: yesPreflight only: yesDeletion/retention authorized now: noRetention policy persisted now: noDeletion policy persisted now: noResult deleted now: noResult stored now: noPrivate data allowed now: no

Blocked Phase 3C fixture contract-test deletion and retention authorization actions

authorize fixture contract test deletion retention
approve retention policy change
approve deletion policy change
delete fixture contract test result
persist retention policy
persist deletion policy
approve fixture contract test storage policy
approve fixture contract test result
store fixture contract test result
run fixture contract test
approve fixture contract test plan
authorize fixture contract test
authorize endpoint test
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
issue validation receipt
store validation receipt
store contract validation
run contract validation
approve trainer contract
approve request shape
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: fixture contract test deletion retention authorization preflight only. Deletion/retention authorized: no. Retention policy persisted: no. Result deleted: no. Trainer called: no.

Phase 3C.14

Phase 3C fixture contract-test audit receipt preview

Scooling can preview content-free audit receipt fields while keeping receipt issuance, receipt storage, authorization, deletion, retention policy persistence, result storage, test runs, billing, and private data disabled.

Continue with audit receipt shape review until a separate approval authorizes storage controls and lifecycle operations.

This response is content-free and preview-only. It does not issue fixture contract-test audit receipts, store fixture contract-test audit receipts, authorize fixture contract-test deletion or retention, approve retention policy changes, approve deletion policy changes, delete fixture contract-test results, persist retention policy, persist deletion policy, approve fixture contract-test storage policy, approve fixture contract-test results, store fixture contract-test results, run fixture contract tests, approve fixture contract-test plans, authorize fixture contract tests, authorize endpoint tests, create or store fixture datasets, approve fixture handoff, transfer fixtures to trainers, issue or store validation receipts, store contract validation, run contract validation, approve trainer contracts, approve request shapes, call Unsloth data recipe, dataset, train, export, or inference APIs, test endpoint connections, send probes, run inference, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, route private data to models, store training source content, store keys, approve or save endpoints, approve dataset scope, generate dataset previews, select training sources, approve datasets for training, store dataset reviews, package or transfer training datasets, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Receipt identityStatus: audit receipt preview readyPreviews a synthetic audit receipt id without issuing or storing a receipt.Receipt field shape: synthetic receipt id, policy version, phase label, preview-only flag.Required items: synthetic receipt identity onlyContent-free: yesPreview only: yesAudit receipt issued now: noAudit receipt stored now: noAudit log persisted now: noDeletion/retention authorized now: noResult deleted now: noPrivate data allowed now: no

Action summaryStatus: audit receipt preview readyPreviews action summary labels without executing any action.Receipt field shape: action category label, no command, no endpoint, no execution output.Required items: action summary without executionContent-free: yesPreview only: yesAudit receipt issued now: noAudit receipt stored now: noAudit log persisted now: noDeletion/retention authorized now: noResult deleted now: noPrivate data allowed now: no

Redaction summaryStatus: blockedPreviews redaction labels without raw errors, payloads, paths, or private content.Receipt field shape: redaction status label, omitted field labels, no raw body.Required items: redaction summary labelsContent-free: yesPreview only: yesAudit receipt issued now: noAudit receipt stored now: noAudit log persisted now: noDeletion/retention authorized now: noResult deleted now: noPrivate data allowed now: no

Authorization traceStatus: blockedPreviews authorization trace labels without granting authorization.Receipt field shape: authorization gate label, actor label, no authorization token.Required items: authorization trace without authorizationContent-free: yesPreview only: yesAudit receipt issued now: noAudit receipt stored now: noAudit log persisted now: noDeletion/retention authorized now: noResult deleted now: noPrivate data allowed now: no

Retention and deletion traceStatus: blockedPreviews retention and deletion trace labels without mutating policy or results.Receipt field shape: retention label, deletion label, no persisted policy, no deleted result.Required items: retention deletion trace without mutationContent-free: yesPreview only: yesAudit receipt issued now: noAudit receipt stored now: noAudit log persisted now: noDeletion/retention authorized now: noResult deleted now: noPrivate data allowed now: no

Next authorization gateStatus: blockedNames the separate authorization gate without granting it.Receipt field shape: next gate label, blocked action list, no authorization token.Required items: separate authorization gateContent-free: yesPreview only: yesAudit receipt issued now: noAudit receipt stored now: noAudit log persisted now: noDeletion/retention authorized now: noResult deleted now: noPrivate data allowed now: no

Blocked Phase 3C fixture contract-test audit receipt actions

issue fixture contract test audit receipt
store fixture contract test audit receipt
authorize fixture contract test deletion retention
approve retention policy change
approve deletion policy change
delete fixture contract test result
persist retention policy
persist deletion policy
approve fixture contract test storage policy
approve fixture contract test result
store fixture contract test result
run fixture contract test
approve fixture contract test plan
authorize fixture contract test
authorize endpoint test
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
issue validation receipt
store validation receipt
store contract validation
run contract validation
approve trainer contract
approve request shape
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: fixture contract test audit receipt preview only. Audit receipt issued: no. Audit receipt stored: no. Deletion/retention authorized: no. Trainer called: no.

Phase 3C.15

Phase 3C fixture contract-test closeout readiness preflight

Scooling can preflight fixture contract-test closeout readiness while keeping closeout approval, PR readiness, runtime work, storage, deletion, retention, billing, and private data disabled.

Continue with closeout readiness review until a separate approval authorizes any closeout, PR readiness, or runtime implementation step.

This response is content-free and preflight-only. It does not approve fixture contract-test closeout, mark fixture contract-test closeout ready, issue fixture contract-test audit receipts, store fixture contract-test audit receipts, authorize fixture contract-test deletion or retention, approve retention policy changes, approve deletion policy changes, delete fixture contract-test results, persist retention policy, persist deletion policy, approve fixture contract-test storage policy, approve fixture contract-test results, store fixture contract-test results, run fixture contract tests, approve fixture contract-test plans, authorize fixture contract tests, authorize endpoint tests, create or store fixture datasets, approve fixture handoff, transfer fixtures to trainers, issue or store validation receipts, store contract validation, run contract validation, approve trainer contracts, approve request shapes, call Unsloth data recipe, dataset, train, export, or inference APIs, test endpoint connections, send probes, run inference, start training, approve training credits, charge billing, deduct or refund credits, read or write Knowtation, route private data to models, store training source content, store keys, approve or save endpoints, approve dataset scope, generate dataset previews, select training sources, approve datasets for training, store dataset reviews, package or transfer training datasets, import private data, create connectors, persist setup preferences, persist, export, or delete audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Readiness identityStatus: closeout readiness preflight readyPreviews a synthetic closeout readiness id without approving closeout.Readiness field: synthetic closeout id, phase label, policy version, preflight-only flag.Required items: synthetic closeout identity onlyContent-free: yesPreflight only: yesCloseout approved now: noCloseout marked ready now: noRuntime started now: noPull request marked ready now: noDeployment triggered now: noPrivate data allowed now: no

Phase chain evidenceStatus: closeout readiness preflight readyNames prior fixture contract-test planning slices without validating runtime output.Readiness field: phase evidence labels, static doc links, no execution receipt.Required items: phase chain evidence labelsContent-free: yesPreflight only: yesCloseout approved now: noCloseout marked ready now: noRuntime started now: noPull request marked ready now: noDeployment triggered now: noPrivate data allowed now: no

No runtime effectsStatus: closeout readiness preflight readyConfirms closeout readiness depends on false runtime-effect flags.Readiness field: runtime false markers, no storage target, no network action.Required items: runtime effects remain falseContent-free: yesPreflight only: yesCloseout approved now: noCloseout marked ready now: noRuntime started now: noPull request marked ready now: noDeployment triggered now: noPrivate data allowed now: no

Unresolved gatesStatus: blockedLists remaining authorization gates without granting them.Readiness field: unresolved gate labels, blocked action list, no authorization token.Required items: unresolved gate labelsContent-free: yesPreflight only: yesCloseout approved now: noCloseout marked ready now: noRuntime started now: noPull request marked ready now: noDeployment triggered now: noPrivate data allowed now: no

Operator next stepStatus: blockedNames the next operator review step without marking the PR or closeout ready.Readiness field: operator review label, closeout not ready marker, PR remains draft marker.Required items: operator next step labelsContent-free: yesPreflight only: yesCloseout approved now: noCloseout marked ready now: noRuntime started now: noPull request marked ready now: noDeployment triggered now: noPrivate data allowed now: no

Next authorization gateStatus: blockedNames the separate authorization gate without granting it.Readiness field: next gate label, blocked action list, no authorization token.Required items: separate authorization gateContent-free: yesPreflight only: yesCloseout approved now: noCloseout marked ready now: noRuntime started now: noPull request marked ready now: noDeployment triggered now: noPrivate data allowed now: no

Blocked Phase 3C fixture contract-test closeout readiness actions

approve fixture contract test closeout
mark fixture contract test closeout ready
issue fixture contract test audit receipt
store fixture contract test audit receipt
authorize fixture contract test deletion retention
approve retention policy change
approve deletion policy change
delete fixture contract test result
persist retention policy
persist deletion policy
approve fixture contract test storage policy
approve fixture contract test result
store fixture contract test result
run fixture contract test
approve fixture contract test plan
authorize fixture contract test
authorize endpoint test
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
issue validation receipt
store validation receipt
store contract validation
run contract validation
approve trainer contract
approve request shape
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: fixture contract test closeout readiness preflight only. Closeout approved: no. Closeout marked ready: no. PR marked ready: no. Runtime implementation started: no.

Phase 3C.16

Phase 3C fixture contract-test closeout proposal preview

Scooling can preview the shape of a future fixture contract-test closeout proposal while keeping proposal creation, closeout approval, PR readiness, runtime work, storage, deletion, retention, billing, and private data disabled.

Continue with proposal-shape review until a separate approval authorizes creating, storing, submitting, or approving any closeout proposal.

This response is content-free and preview-only. It does not create, submit, or store fixture contract-test closeout proposals; approve fixture contract-test closeout; mark fixture contract-test closeout ready; issue or store audit receipts; authorize deletion or retention; approve policy changes; delete, approve, store, or run fixture contract-test results; authorize endpoint tests; create fixtures; run validation; call Unsloth APIs; run inference; start training; approve training credits; charge billing; read or write Knowtation; route private data; store keys; create connectors; persist audit logs; run Muse push from the product surface; mark PR #6 ready; merge main; trigger deployment; or start runtime implementation.

Proposal identityStatus: closeout proposal preview readyPreviews a synthetic closeout proposal id without creating a proposal.Proposal field shape: synthetic proposal id, phase label, policy version, preview-only flag.Required items: synthetic proposal identity onlyContent-free: yesPreview only: yesCloseout proposal created now: noCloseout proposal submitted now: noCloseout proposal stored now: noCloseout approved now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Readiness summaryStatus: closeout proposal preview readyNames content-free readiness summary labels without approving closeout.Proposal field shape: readiness label, no-runtime confirmation, still-blocked marker.Required items: readiness summary labelsContent-free: yesPreview only: yesCloseout proposal created now: noCloseout proposal submitted now: noCloseout proposal stored now: noCloseout approved now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Evidence manifestStatus: closeout proposal preview readyLists static planning evidence labels without storing evidence records.Proposal field shape: phase document labels, test tier labels, no execution payload.Required items: evidence manifest labelsContent-free: yesPreview only: yesCloseout proposal created now: noCloseout proposal submitted now: noCloseout proposal stored now: noCloseout approved now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Unresolved risksStatus: blockedNames remaining risk labels without resolving or approving them.Proposal field shape: risk label, required reviewer label, blocked action marker.Required items: unresolved risk labelsContent-free: yesPreview only: yesCloseout proposal created now: noCloseout proposal submitted now: noCloseout proposal stored now: noCloseout approved now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Reviewer questionsStatus: blockedPreviews reviewer question labels without submitting a review request.Proposal field shape: review question label, owner label, no stored response.Required items: reviewer question labelsContent-free: yesPreview only: yesCloseout proposal created now: noCloseout proposal submitted now: noCloseout proposal stored now: noCloseout approved now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Next authorization gateStatus: blockedNames the separate authorization gate without granting it.Proposal field shape: next gate label, blocked action list, no authorization token.Required items: separate authorization gateContent-free: yesPreview only: yesCloseout proposal created now: noCloseout proposal submitted now: noCloseout proposal stored now: noCloseout approved now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Blocked Phase 3C fixture contract-test closeout proposal actions

create fixture contract test closeout proposal
submit fixture contract test closeout proposal
store fixture contract test closeout proposal
approve fixture contract test closeout
mark fixture contract test closeout ready
issue fixture contract test audit receipt
store fixture contract test audit receipt
authorize fixture contract test deletion retention
approve retention policy change
approve deletion policy change
delete fixture contract test result
persist retention policy
persist deletion policy
approve fixture contract test storage policy
approve fixture contract test result
store fixture contract test result
run fixture contract test
approve fixture contract test plan
authorize fixture contract test
authorize endpoint test
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
issue validation receipt
store validation receipt
store contract validation
run contract validation
approve trainer contract
approve request shape
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: fixture contract test closeout proposal preview only. Proposal created: no. Proposal submitted: no. Closeout approved: no. PR marked ready: no.

Phase 3C.17

Phase 3C fixture contract-test closeout authorization preflight

Scooling can preflight the requirements for future fixture contract-test closeout authorization while keeping authorization, approval, proposal actions, PR readiness, runtime work, billing, and private data disabled.

Continue with authorization requirement review until a separate approval grants any closeout authorization, approval, PR readiness, or runtime implementation step.

This response is content-free and preflight-only. It does not authorize fixture contract-test closeout, create, submit, or store fixture contract-test closeout proposals, approve fixture contract-test closeout, mark fixture contract-test closeout ready, issue or store audit receipts, authorize deletion or retention, approve policy changes, delete, approve, store, or run fixture contract-test results, authorize endpoint tests, create fixtures, run validation, call Unsloth APIs, run inference, start training, approve training credits, charge billing, read or write Knowtation, route private data, store keys, create connectors, persist audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Authorization identityStatus: closeout authorization preflight readyPreviews a synthetic closeout authorization id without granting authorization.Authorization field: synthetic authorization id, phase label, policy version, preflight-only flag.Required items: synthetic authorization identity onlyContent-free: yesPreflight only: yesCloseout authorized now: noCloseout approved now: noCloseout proposal created now: noCloseout proposal submitted now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Reviewer authorityStatus: closeout authorization preflight readyNames reviewer authority labels without creating a reviewer approval.Authorization field: reviewer label, authority label, no stored approval.Required items: reviewer authority labelsContent-free: yesPreflight only: yesCloseout authorized now: noCloseout approved now: noCloseout proposal created now: noCloseout proposal submitted now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Proposal boundaryStatus: blockedConfirms proposal shape review remains separate from authorization.Authorization field: proposal reference label, no proposal creation, no proposal submission.Required items: proposal boundary labelsContent-free: yesPreflight only: yesCloseout authorized now: noCloseout approved now: noCloseout proposal created now: noCloseout proposal submitted now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Blocked execution scopeStatus: blockedNames execution actions that remain unavailable after this preflight.Authorization field: blocked action labels, no runtime token, no network call.Required items: blocked execution scope labelsContent-free: yesPreflight only: yesCloseout authorized now: noCloseout approved now: noCloseout proposal created now: noCloseout proposal submitted now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Approval separationStatus: blockedKeeps closeout authorization separate from closeout approval and PR readiness.Authorization field: authorization label, approval label, PR readiness blocked label.Required items: approval separation labelsContent-free: yesPreflight only: yesCloseout authorized now: noCloseout approved now: noCloseout proposal created now: noCloseout proposal submitted now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Next authorization gateStatus: blockedNames the separate authorization gate without granting it.Authorization field: next gate label, blocked action list, no authorization token.Required items: separate authorization gateContent-free: yesPreflight only: yesCloseout authorized now: noCloseout approved now: noCloseout proposal created now: noCloseout proposal submitted now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Blocked Phase 3C fixture contract-test closeout authorization actions

authorize fixture contract test closeout
create fixture contract test closeout proposal
submit fixture contract test closeout proposal
store fixture contract test closeout proposal
approve fixture contract test closeout
mark fixture contract test closeout ready
issue fixture contract test audit receipt
store fixture contract test audit receipt
authorize fixture contract test deletion retention
approve retention policy change
approve deletion policy change
delete fixture contract test result
persist retention policy
persist deletion policy
approve fixture contract test storage policy
approve fixture contract test result
store fixture contract test result
run fixture contract test
approve fixture contract test plan
authorize fixture contract test
authorize endpoint test
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
issue validation receipt
store validation receipt
store contract validation
run contract validation
approve trainer contract
approve request shape
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: fixture contract test closeout authorization preflight only. Closeout authorized: no. Proposal created: no. Closeout approved: no. PR marked ready: no.

Phase 3C.18

Phase 3C fixture contract-test closeout approval checklist

Scooling can show the checklist for future fixture contract-test closeout approval while keeping authorization, approval, proposal actions, PR readiness, runtime work, billing, and private data disabled.

Continue with approval checklist review until a separate approval grants any closeout authorization, closeout approval, PR readiness, or runtime implementation step.

This response is content-free and checklist-only. It does not authorize fixture contract-test closeout, create, submit, or store fixture contract-test closeout proposals, approve fixture contract-test closeout, mark fixture contract-test closeout ready, issue or store audit receipts, authorize deletion or retention, approve policy changes, delete, approve, store, or run fixture contract-test results, authorize endpoint tests, create fixtures, run validation, call Unsloth APIs, run inference, start training, approve training credits, charge billing, read or write Knowtation, route private data, store keys, create connectors, persist audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Checklist identityStatus: closeout approval checklist readyDefines a synthetic checklist id without approving closeout.Checklist item: synthetic checklist id, phase label, policy version, checklist-only flag.Required items: synthetic checklist identity onlyContent-free: yesChecklist only: yesCloseout authorized now: noCloseout approved now: noCloseout ready marked now: noCloseout proposal created now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Authorization statusStatus: blockedRequires separate closeout authorization before any approval can occur.Checklist item: authorization label, no authorization token, approval remains blocked.Required items: authorization status labelsContent-free: yesChecklist only: yesCloseout authorized now: noCloseout approved now: noCloseout ready marked now: noCloseout proposal created now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Proposal statusStatus: blockedKeeps proposal creation, submission, and storage outside this checklist.Checklist item: proposal state labels, no proposal record, no submission target.Required items: proposal status labelsContent-free: yesChecklist only: yesCloseout authorized now: noCloseout approved now: noCloseout ready marked now: noCloseout proposal created now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Approval evidenceStatus: closeout approval checklist readyNames evidence labels required for a future approval without recording evidence.Checklist item: evidence labels, reviewer labels, no stored approval artifact.Required items: approval evidence labelsContent-free: yesChecklist only: yesCloseout authorized now: noCloseout approved now: noCloseout ready marked now: noCloseout proposal created now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Blocked execution scopeStatus: blockedLists execution actions that remain unavailable after this checklist.Checklist item: blocked action labels, no runtime token, no network call.Required items: blocked execution scope labelsContent-free: yesChecklist only: yesCloseout authorized now: noCloseout approved now: noCloseout ready marked now: noCloseout proposal created now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Next authorization gateStatus: blockedNames the separate next gate without granting it.Checklist item: next gate label, blocked action list, no authorization token.Required items: separate authorization gateContent-free: yesChecklist only: yesCloseout authorized now: noCloseout approved now: noCloseout ready marked now: noCloseout proposal created now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Blocked Phase 3C fixture contract-test closeout approval actions

authorize fixture contract test closeout
create fixture contract test closeout proposal
submit fixture contract test closeout proposal
store fixture contract test closeout proposal
approve fixture contract test closeout
mark fixture contract test closeout ready
issue fixture contract test audit receipt
store fixture contract test audit receipt
authorize fixture contract test deletion retention
approve retention policy change
approve deletion policy change
delete fixture contract test result
persist retention policy
persist deletion policy
approve fixture contract test storage policy
approve fixture contract test result
store fixture contract test result
run fixture contract test
approve fixture contract test plan
authorize fixture contract test
authorize endpoint test
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
issue validation receipt
store validation receipt
store contract validation
run contract validation
approve trainer contract
approve request shape
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: fixture contract test closeout approval checklist only. Closeout authorized: no. Closeout approved: no. Closeout ready marked: no. PR marked ready: no.

Phase 3C.19

Phase 3C fixture contract-test closeout approval review preview

Scooling can preview a future fixture contract-test closeout approval review while keeping review creation, approval, authorization, proposal actions, PR readiness, runtime work, billing, and private data disabled.

Continue with approval review-shape review until a separate approval grants any closeout authorization, closeout approval, PR readiness, or runtime implementation step.

This response is content-free and preview-only. It does not create, submit, or store fixture contract-test closeout approval reviews, authorize fixture contract-test closeout, create, submit, or store fixture contract-test closeout proposals, approve fixture contract-test closeout, mark fixture contract-test closeout ready, issue or store audit receipts, authorize deletion or retention, approve policy changes, delete, approve, store, or run fixture contract-test results, authorize endpoint tests, create fixtures, run validation, call Unsloth APIs, run inference, start training, approve training credits, charge billing, read or write Knowtation, route private data, store keys, create connectors, persist audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Review identityStatus: closeout approval review preview readyPreviews a synthetic approval review id without creating a review.Review field shape: synthetic review id, phase label, policy version, preview-only flag.Required items: synthetic review identity onlyContent-free: yesPreview only: yesApproval review created now: noApproval review submitted now: noApproval review stored now: noCloseout approved now: noCloseout authorized now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Checklist summaryStatus: closeout approval review preview readyPreviews checklist summary labels without approving closeout.Review field shape: checklist label, blocked approval marker, no approval artifact.Required items: checklist summary labelsContent-free: yesPreview only: yesApproval review created now: noApproval review submitted now: noApproval review stored now: noCloseout approved now: noCloseout authorized now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Reviewer notes shapeStatus: blockedNames future reviewer note fields without storing notes.Review field shape: review note label, reviewer label, no note body.Required items: reviewer notes shape labelsContent-free: yesPreview only: yesApproval review created now: noApproval review submitted now: noApproval review stored now: noCloseout approved now: noCloseout authorized now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Approval risk summaryStatus: blockedNames approval risk labels without resolving or accepting risk.Review field shape: risk label, mitigation label, no risk acceptance.Required items: approval risk summary labelsContent-free: yesPreview only: yesApproval review created now: noApproval review submitted now: noApproval review stored now: noCloseout approved now: noCloseout authorized now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Blocked execution scopeStatus: blockedLists execution actions that remain unavailable after this preview.Review field shape: blocked action labels, no runtime token, no network call.Required items: blocked execution scope labelsContent-free: yesPreview only: yesApproval review created now: noApproval review submitted now: noApproval review stored now: noCloseout approved now: noCloseout authorized now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Next authorization gateStatus: blockedNames the separate next gate without granting it.Review field shape: next gate label, blocked action list, no authorization token.Required items: separate authorization gateContent-free: yesPreview only: yesApproval review created now: noApproval review submitted now: noApproval review stored now: noCloseout approved now: noCloseout authorized now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Blocked Phase 3C fixture contract-test closeout approval review actions

create fixture contract test closeout approval review
submit fixture contract test closeout approval review
store fixture contract test closeout approval review
authorize fixture contract test closeout
create fixture contract test closeout proposal
submit fixture contract test closeout proposal
store fixture contract test closeout proposal
approve fixture contract test closeout
mark fixture contract test closeout ready
issue fixture contract test audit receipt
store fixture contract test audit receipt
authorize fixture contract test deletion retention
approve retention policy change
approve deletion policy change
delete fixture contract test result
persist retention policy
persist deletion policy
approve fixture contract test storage policy
approve fixture contract test result
store fixture contract test result
run fixture contract test
approve fixture contract test plan
authorize fixture contract test
authorize endpoint test
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
issue validation receipt
store validation receipt
store contract validation
run contract validation
approve trainer contract
approve request shape
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: fixture contract test closeout approval review preview only. Approval review created: no. Approval review stored: no. Closeout approved: no. PR marked ready: no.

Phase 3C.20

Phase 3C fixture contract-test closeout approval denial rollback preview

Scooling can preview a future denial rollback path for fixture contract-test closeout approval while keeping rollback creation, review creation, approval, authorization, proposal actions, PR readiness, runtime work, billing, and private data disabled.

Continue with denial rollback-shape review until a separate approval grants any closeout authorization, closeout approval, PR readiness, or runtime implementation step.

This response is content-free and preview-only. It does not create, submit, or store fixture contract-test closeout approval denial rollbacks, create, submit, or store fixture contract-test closeout approval reviews, authorize fixture contract-test closeout, create, submit, or store fixture contract-test closeout proposals, approve fixture contract-test closeout, mark fixture contract-test closeout ready, issue or store audit receipts, authorize deletion or retention, approve policy changes, delete, approve, store, or run fixture contract-test results, authorize endpoint tests, create fixtures, run validation, call Unsloth APIs, run inference, start training, approve training credits, charge billing, read or write Knowtation, route private data, store keys, create connectors, persist audit logs, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Rollback identityStatus: closeout approval denial rollback preview readyPreviews a synthetic denial rollback id without creating rollback state.Rollback field shape: synthetic rollback id, phase label, policy version, preview-only flag.Required items: synthetic rollback identity onlyContent-free: yesPreview only: yesDenial rollback created now: noDenial rollback submitted now: noDenial rollback stored now: noApproval review created now: noCloseout approved now: noCloseout authorized now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Denial reason summaryStatus: closeout approval denial rollback preview readyNames future denial reason labels without recording a denial decision.Rollback field shape: denial reason label, reviewer label, no decision artifact.Required items: denial reason summary labelsContent-free: yesPreview only: yesDenial rollback created now: noDenial rollback submitted now: noDenial rollback stored now: noApproval review created now: noCloseout approved now: noCloseout authorized now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Rollback boundaryStatus: blockedShows rollback boundary labels without reverting or deleting anything.Rollback field shape: rollback boundary label, no state reversal, no deletion.Required items: rollback boundary labelsContent-free: yesPreview only: yesDenial rollback created now: noDenial rollback submitted now: noDenial rollback stored now: noApproval review created now: noCloseout approved now: noCloseout authorized now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Reviewer recovery questionsStatus: blockedNames recovery question labels without storing reviewer notes.Rollback field shape: question label, reviewer label, no note body.Required items: reviewer recovery question labelsContent-free: yesPreview only: yesDenial rollback created now: noDenial rollback submitted now: noDenial rollback stored now: noApproval review created now: noCloseout approved now: noCloseout authorized now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Blocked execution scopeStatus: blockedLists execution actions that remain unavailable after denial rollback preview.Rollback field shape: blocked action labels, no runtime token, no network call.Required items: blocked execution scope labelsContent-free: yesPreview only: yesDenial rollback created now: noDenial rollback submitted now: noDenial rollback stored now: noApproval review created now: noCloseout approved now: noCloseout authorized now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Next authorization gateStatus: blockedNames the separate next gate without granting it.Rollback field shape: next gate label, blocked action list, no authorization token.Required items: separate authorization gateContent-free: yesPreview only: yesDenial rollback created now: noDenial rollback submitted now: noDenial rollback stored now: noApproval review created now: noCloseout approved now: noCloseout authorized now: noPull request marked ready now: noRuntime started now: noPrivate data allowed now: no

Blocked Phase 3C fixture contract-test closeout approval denial rollback actions

create fixture contract test closeout approval denial rollback
submit fixture contract test closeout approval denial rollback
store fixture contract test closeout approval denial rollback
create fixture contract test closeout approval review
submit fixture contract test closeout approval review
store fixture contract test closeout approval review
authorize fixture contract test closeout
create fixture contract test closeout proposal
submit fixture contract test closeout proposal
store fixture contract test closeout proposal
approve fixture contract test closeout
mark fixture contract test closeout ready
issue fixture contract test audit receipt
store fixture contract test audit receipt
authorize fixture contract test deletion retention
approve retention policy change
approve deletion policy change
delete fixture contract test result
persist retention policy
persist deletion policy
approve fixture contract test storage policy
approve fixture contract test result
store fixture contract test result
run fixture contract test
approve fixture contract test plan
authorize fixture contract test
authorize endpoint test
create fixture dataset
store fixture dataset
approve fixture handoff
transfer fixture to trainer
issue validation receipt
store validation receipt
store contract validation
run contract validation
approve trainer contract
approve request shape
call unsloth data recipe api
call unsloth dataset api
call unsloth train api
call unsloth export api
call openai compatible inference api
test endpoint connection
send probe request
run inference
start training
approve training credits
charge billing account
deduct credits
refund credits
read knowtation
write knowtation
route private data to models
store training source content
store api key
approve endpoint
save endpoint
approve dataset scope
generate dataset preview
select training sources
approve dataset for training
store dataset review
package training dataset
transfer dataset to trainer
import private data
create external connector
persist setup preferences
persist audit log
export audit log
delete audit log
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: fixture contract test closeout approval denial rollback preview only. Denial rollback created: no. Approval review created: no. Closeout approved: no. PR marked ready: no.

Phase 3C.21

Phase 3C fixture contract-test closeout final reviewer packet preview

Scooling can preview the final reviewer packet for Phase 3C closeout while keeping packet creation, approval, authorization, private data, runtime work, billing, PR readiness, and deployment disabled.

Use this as the final evidence preview before a separate Phase 3C closeout decision. Keep runtime implementation separate from this preview.

This response is content-free and preview-only. It does not create, submit, or store final reviewer packets, approve fixture contract-test closeout, mark PR #6 ready, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, merge main, trigger deployment, or start runtime implementation.

Packet identityStatus: final reviewer packet preview readyPreviews a synthetic final reviewer packet id without creating a packet.Packet field shape: synthetic packet id, phase label, policy version, preview-only flag.Required items: synthetic packet identity onlyContent-free: yesPreview only: yesPacket created now: noPacket submitted now: noPacket stored now: noCloseout approved now: noRuntime started now: noPrivate data allowed now: no

Evidence summaryStatus: final reviewer packet preview readyNames the Phase 3C evidence labels a reviewer can inspect.Packet field shape: phase list, verification labels, no content-bearing evidence body.Required items: phase evidence summary labelsContent-free: yesPreview only: yesPacket created now: noPacket submitted now: noPacket stored now: noCloseout approved now: noRuntime started now: noPrivate data allowed now: no

Reviewer decision optionsStatus: blockedShows future decision labels without recording a decision.Packet field shape: approve, deny, defer labels; no reviewer signature.Required items: reviewer decision option labelsContent-free: yesPreview only: yesPacket created now: noPacket submitted now: noPacket stored now: noCloseout approved now: noRuntime started now: noPrivate data allowed now: no

Implementation boundaryStatus: blockedNames what a future implementation authorization would have to unlock.Packet field shape: local-only, production-blocked, external-dependency labels.Required items: implementation boundary labelsContent-free: yesPreview only: yesPacket created now: noPacket submitted now: noPacket stored now: noCloseout approved now: noRuntime started now: noPrivate data allowed now: no

Blocked execution scopeStatus: blockedKeeps runtime, private data, billing, PR readiness, and deployment unavailable.Packet field shape: blocked action labels, no runtime token, no network call.Required items: blocked execution scope labelsContent-free: yesPreview only: yesPacket created now: noPacket submitted now: noPacket stored now: noCloseout approved now: noRuntime started now: noPrivate data allowed now: no

Next closeout gateStatus: blockedNames the remaining closeout gate without approving it.Packet field shape: closeout gate label, blocked action list, no authorization token.Required items: separate closeout gateContent-free: yesPreview only: yesPacket created now: noPacket submitted now: noPacket stored now: noCloseout approved now: noRuntime started now: noPrivate data allowed now: no

Blocked Phase 3C fixture contract-test closeout final reviewer packet actions

create fixture contract test closeout final reviewer packet
submit fixture contract test closeout final reviewer packet
store fixture contract test closeout final reviewer packet
authorize fixture contract test closeout
approve fixture contract test closeout
mark fixture contract test closeout ready
create fixture contract test closeout proposal
create fixture contract test closeout approval review
create fixture contract test closeout approval denial rollback
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment
start runtime implementation

Current phase: phase3c. Mode: fixture contract test closeout final reviewer packet preview only. Packet created: no. Closeout approved: no. PR marked ready: no.

Phase 3C.22

Phase 3C closeout implementation authorization checklist

Scooling can show the checklist for what must be approved before implementation starts while keeping local runtime, production runtime, Knowtation access, billing, PR readiness, and deployment disabled.

Use this checklist to separate safe local implementation candidates from production blockers before the final Phase 3C go/no-go closeout.

This response is content-free and checklist-only. It does not authorize implementation, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Checklist identityStatus: implementation authorization checklist readyNames this authorization checklist without granting authorization.Checklist item: Synthetic checklist id, phase label, and policy version only.Required items: synthetic checklist identity onlyContent-free: yesChecklist only: yesImplementation authorized now: noLocal runtime authorized now: noProduction runtime authorized now: noKnowtation access authorized now: noBilling authorized now: noDeployment authorized now: no

Local development scopeStatus: implementation authorization checklist readyDefines local-only work that can proceed after closeout approval.Checklist item: Fixture-only adapters, mocked flows, UI wiring, and non-sensitive tests.Required items: local development scope labelsContent-free: yesChecklist only: yesImplementation authorized now: noLocal runtime authorized now: noProduction runtime authorized now: noKnowtation access authorized now: noBilling authorized now: noDeployment authorized now: no

Production dependency blockersStatus: blockedKeeps production work blocked by MuseHub push and Domain/plugin readiness.Checklist item: MuseHub canonical push, production Domain/plugin, and live Knowtation gates.Required items: production dependency blocker labelsContent-free: yesChecklist only: yesImplementation authorized now: noLocal runtime authorized now: noProduction runtime authorized now: noKnowtation access authorized now: noBilling authorized now: noDeployment authorized now: no

Authorization requirementsStatus: blockedLists separate approvals required before implementation can start.Checklist item: Explicit approval for local implementation, production integration, billing, and deployment.Required items: authorization requirement labelsContent-free: yesChecklist only: yesImplementation authorized now: noLocal runtime authorized now: noProduction runtime authorized now: noKnowtation access authorized now: noBilling authorized now: noDeployment authorized now: no

Blocked execution scopeStatus: blockedKeeps runtime, Knowtation access, billing, PR readiness, and deployment unavailable.Checklist item: Blocked action labels only; no runtime token, network request, or persisted state.Required items: blocked execution scope labelsContent-free: yesChecklist only: yesImplementation authorized now: noLocal runtime authorized now: noProduction runtime authorized now: noKnowtation access authorized now: noBilling authorized now: noDeployment authorized now: no

Next closeout gateStatus: blockedNames the final Phase 3C go/no-go closeout gate without accepting it.Checklist item: Closeout decision label, blocked action list, and implementation-deferred marker.Required items: separate closeout gateContent-free: yesChecklist only: yesImplementation authorized now: noLocal runtime authorized now: noProduction runtime authorized now: noKnowtation access authorized now: noBilling authorized now: noDeployment authorized now: no

Blocked Phase 3C implementation authorization actions

authorize closeout implementation
authorize local runtime implementation
authorize production runtime implementation
authorize musehub canonical push
authorize production domain plugin use
authorize knowtation read
authorize knowtation write
approve fixture contract test closeout
mark fixture contract test closeout ready
mark pull request ready
merge main
trigger deployment
call unsloth api
run inference
start training
charge billing account

Current phase: phase3c. Mode: closeout implementation authorization checklist only. Implementation authorized: no. Local runtime authorized: no. Production runtime authorized: no. PR marked ready: no.

Phase 3C.23

Phase 3C closeout go/no-go decision preview

Scooling can preview a non-binding go/no-go/defer closeout decision shape while keeping Phase 3C open and every runtime, production, private-data, billing, PR, merge, and deployment action disabled.

Use the go-local-fixture-only option as the next reviewed path, then require a separate implementation scope before any runtime work starts.

This response is content-free and preview-only. It does not record a decision, close Phase 3C, authorize implementation, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Closeout identityStatus: go no go decision preview readyNames the Phase 3C closeout decision preview without recording a decision.Decision field shape: synthetic closeout id, phase label, policy version, preview-only flag.Required items: synthetic closeout identity onlyContent-free: yesPreview only: yesDecision recorded now: noPhase closed now: noImplementation authorized now: noLocal runtime authorized now: noProduction runtime authorized now: noPrivate data allowed now: noDeployment authorized now: no

Evidence rollupStatus: go no go decision preview readySummarizes completed Phase 3C evidence labels without content-bearing evidence.Decision field shape: phase 3C preflight, checklist, preview, and security-test labels.Required items: phase evidence label rollupContent-free: yesPreview only: yesDecision recorded now: noPhase closed now: noImplementation authorized now: noLocal runtime authorized now: noProduction runtime authorized now: noPrivate data allowed now: noDeployment authorized now: no

Decision optionsStatus: go no go decision preview readyShows non-binding go, no-go, and defer labels.Decision field shape: go local fixture-only, no-go, or defer for external dependency.Required items: non binding decision option labelsContent-free: yesPreview only: yesDecision recorded now: noPhase closed now: noImplementation authorized now: noLocal runtime authorized now: noProduction runtime authorized now: noPrivate data allowed now: noDeployment authorized now: no

Local implementation boundaryStatus: go no go decision preview readyLimits the previewed go path to local fixture-only implementation planning.Decision field shape: mock adapters, fixture data, UI wiring, and non-sensitive tests only.Required items: local fixture only boundary labelsContent-free: yesPreview only: yesDecision recorded now: noPhase closed now: noImplementation authorized now: noLocal runtime authorized now: noProduction runtime authorized now: noPrivate data allowed now: noDeployment authorized now: no

Production blockersStatus: blockedKeeps production work blocked by MuseHub push and Domain/plugin readiness.Decision field shape: MuseHub canonical push, production Domain/plugin, live Knowtation, billing.Required items: production dependency blocker labelsContent-free: yesPreview only: yesDecision recorded now: noPhase closed now: noImplementation authorized now: noLocal runtime authorized now: noProduction runtime authorized now: noPrivate data allowed now: noDeployment authorized now: no

Next phase gateStatus: blockedNames the separate next-phase authorization gate without opening it.Decision field shape: separate local implementation scope approval before any runtime work.Required items: separate next phase authorization gateContent-free: yesPreview only: yesDecision recorded now: noPhase closed now: noImplementation authorized now: noLocal runtime authorized now: noProduction runtime authorized now: noPrivate data allowed now: noDeployment authorized now: no

Blocked Phase 3C closeout go/no-go decision actions

record closeout go no go decision
close phase 3c
authorize closeout implementation
authorize local runtime implementation
authorize production runtime implementation
authorize musehub canonical push
authorize production domain plugin use
authorize knowtation read
authorize knowtation write
approve fixture contract test closeout
mark fixture contract test closeout ready
mark pull request ready
merge main
trigger deployment
call unsloth api
run inference
start training
charge billing account

Current phase: phase3c. Mode: closeout go no go decision preview only. Recommended preview: go local fixture only. Decision recorded: no. Phase closed: no. Implementation authorized: no. PR marked ready: no.

Phase 3D.1

Phase 3D local fixture implementation scope preflight

Scooling can define the local-only fixture implementation boundary while keeping fixture creation, persistence, private data, model calls, billing, PR readiness, merge, and deployment disabled.

Use this scope to implement only mock adapter contracts, synthetic fixture shapes, content-free UI state, and non-sensitive tests in the next reviewed slice.

This response is content-free, preflight-only, local-fixture-only, and no-network. It does not record closeout, close Phase 3C, authorize implementation, create or persist fixtures, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Scope identityStatus: local fixture scope preflight readyNames the first Phase 3D local-only implementation scope without starting it.Scope field shape: synthetic scope id, phase label, policy version, preflight-only flag.Required items: synthetic scope identity onlyContent-free: yesPreflight only: yesLocal fixture only: yesImplementation authorized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noNetwork allowed now: noBilling allowed now: no

Fixture runtime laneStatus: local fixture scope preflight readyLimits the lane to fixture-only and mock-only product behavior.Scope field shape: fixture lane label, no-network marker, no-private-data marker.Required items: fixture runtime lane labelContent-free: yesPreflight only: yesLocal fixture only: yesImplementation authorized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noNetwork allowed now: noBilling allowed now: no

Adapter contract boundaryStatus: local fixture scope preflight readyAllows mock adapter contracts to be shaped without connecting to external systems.Scope field shape: ModelRuntimeAdapter and Knowtation adapter labels with disabled live methods.Required items: adapter contract boundary labelsContent-free: yesPreflight only: yesLocal fixture only: yesImplementation authorized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noNetwork allowed now: noBilling allowed now: no

Allowed local artifactsStatus: local fixture scope preflight readyNames local artifacts that can be built from synthetic, content-free data.Scope field shape: mock contracts, synthetic fixture shape, UI state, and test matrix labels.Required items: allowed local artifact labelsContent-free: yesPreflight only: yesLocal fixture only: yesImplementation authorized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noNetwork allowed now: noBilling allowed now: no

Blocked live surfacesStatus: blockedKeeps live private data, model calls, billing, PR readiness, merge, and deployment blocked.Scope field shape: blocked surface labels only; no credential, endpoint, or source content.Required items: blocked live surface labelsContent-free: yesPreflight only: yesLocal fixture only: yesImplementation authorized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noNetwork allowed now: noBilling allowed now: no

Next implementation gateStatus: blockedNames the next explicit approval gate before any local runtime implementation starts.Scope field shape: separate implementation approval label and blocked action list.Required items: separate implementation gateContent-free: yesPreflight only: yesLocal fixture only: yesImplementation authorized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noNetwork allowed now: noBilling allowed now: no

Allowed Phase 3D local artifacts

mock adapter contracts
synthetic fixture shape
content free ui state
non sensitive test matrix

Blocked Phase 3D live implementation actions

record closeout go no go decision
close phase 3c
authorize local runtime implementation
authorize production runtime implementation
create fixture dataset
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: local fixture implementation scope preflight only. Implementation authorized: no. Fixture dataset created: no. Private data accessed: no. Network: no.

Phase 3D.2

Phase 3D mock adapter contract shape preview

Scooling can preview the mock adapter method shapes for local fixture work while keeping live adapter construction, fixture creation, persistence, private data, model calls, billing, PR readiness, merge, and deployment disabled.

Use these mock-only method labels as the contract boundary for the next fixture-construction gate.

This response is content-free, preview-only, mock-only, and no-network. It does not authorize implementation, instantiate live adapters, create or persist fixtures, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Contract identityStatus: mock adapter contract shape preview readyNames the mock adapter contract without creating or instantiating an adapter.Contract field shape: synthetic contract id, phase label, policy version, preview-only flag.Required items: synthetic contract identity onlyContent-free: yesPreview only: yesMock only: yesLive adapter instantiated now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Model runtime mock methodsStatus: mock adapter contract shape preview readyDefines model runtime mock method labels with live calls disabled.Contract field shape: describe mock model lane, validate synthetic request, return inert fixture.Required items: model runtime mock method labelsContent-free: yesPreview only: yesMock only: yesLive adapter instantiated now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Knowtation mock methodsStatus: mock adapter contract shape preview readyDefines Knowtation scope mock method labels without vault reads or writes.Contract field shape: describe synthetic scope, deny live read, deny live write, emit content-free audit.Required items: knowtation mock method labelsContent-free: yesPreview only: yesMock only: yesLive adapter instantiated now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Fixture payload shapeStatus: mock adapter contract shape preview readyNames the synthetic payload shape that a later fixture-only slice can build.Contract field shape: fixture id, mock adapter kind, redaction marker, no-source-content marker.Required items: synthetic fixture payload shapeContent-free: yesPreview only: yesMock only: yesLive adapter instantiated now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Blocked live methodsStatus: blockedKeeps live adapter construction, private data, model calls, billing, and deployment blocked.Contract field shape: blocked method labels only; no endpoint, credential, vault path, or prompt content.Required items: blocked live method labelsContent-free: yesPreview only: yesMock only: yesLive adapter instantiated now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Next fixture gateStatus: blockedNames the separate fixture-construction gate without creating fixtures.Contract field shape: separate fixture construction approval label and blocked action list.Required items: separate fixture gateContent-free: yesPreview only: yesMock only: yesLive adapter instantiated now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Allowed Phase 3D mock methods

describe model runtime mock
describe knowtation scope mock
validate synthetic fixture shape
preview content free ui state

Blocked Phase 3D live adapter actions

authorize local runtime implementation
instantiate live adapter
create fixture dataset
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: mock adapter contract shape preview only. Live adapter instantiated: no. Fixture dataset created: no. Model runtime called: no. Network: no.

Phase 3D.3

Phase 3D synthetic fixture payload shape gate

Scooling can describe the synthetic fixture payload fields for a later construction gate while keeping payload materialization, fixture creation, persistence, private data, live adapters, model calls, billing, PR readiness, merge, and deployment disabled.

Use this payload shape as the boundary for the next reviewed construction gate before any synthetic fixture is materialized.

This response is content-free, gate-only, synthetic-only, and no-network. It does not authorize implementation, instantiate live adapters, create or materialize fixtures, persist artifacts, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Payload identityStatus: synthetic fixture payload shape gate readyNames the synthetic fixture payload shape without materializing a payload.Payload field shape: synthetic payload id, phase label, policy version, gate-only flag.Required items: synthetic payload identity onlyContent-free: yesGate only: yesSynthetic only: yesPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Synthetic source labelsStatus: synthetic fixture payload shape gate readyDefines source labels that cannot contain real vault, note, prompt, or document content.Payload field shape: synthetic source label, fixture category, no-source-content marker.Required items: synthetic source label shapeContent-free: yesGate only: yesSynthetic only: yesPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Mock adapter bindingStatus: synthetic fixture payload shape gate readyBinds the payload shape to mock adapter kinds without constructing adapters.Payload field shape: mock adapter kind, disabled live-method marker, no-network marker.Required items: mock adapter binding shapeContent-free: yesGate only: yesSynthetic only: yesPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Redaction markersStatus: synthetic fixture payload shape gate readyRequires redaction markers even though this gate carries no source content.Payload field shape: redaction required, source content absent, private data absent.Required items: redaction marker shapeContent-free: yesGate only: yesSynthetic only: yesPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Blocked creation scopeStatus: blockedKeeps fixture creation, persistence, live adapters, private data, and model calls blocked.Payload field shape: blocked creation labels only; no payload body, credential, or vault path.Required items: blocked creation scope labelsContent-free: yesGate only: yesSynthetic only: yesPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Next construction gateStatus: blockedNames the separate construction gate before synthetic payloads can be materialized.Payload field shape: separate construction approval label and blocked action list.Required items: separate construction gateContent-free: yesGate only: yesSynthetic only: yesPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Allowed Phase 3D synthetic payload fields

payload id
mock adapter kind
synthetic source label
redaction marker
no source content marker

Blocked Phase 3D payload construction actions

authorize local runtime implementation
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: synthetic fixture payload shape gate only. Payload materialized: no. Fixture dataset created: no. Model runtime called: no. Network: no.

Phase 3D.4

Phase 3D fixture materialization authorization preflight

Scooling can describe the checks required before a later fixture materialization gate while keeping authorization, payload materialization, fixture creation, persistence, private data, live adapters, model calls, billing, PR readiness, merge, and deployment disabled.

Use this preflight as the approval checklist for the next reviewed gate before any synthetic fixture payload is materialized.

This response is content-free, preflight-only, and no-network. It does not authorize implementation, authorize fixture materialization, instantiate live adapters, create or materialize fixtures, persist artifacts, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Preflight identityStatus: fixture materialization authorization preflight readyNames the authorization preflight without granting materialization authority.Authorization check shape: synthetic preflight id, phase label, policy version, preflight-only flag.Required items: preflight identity onlyContent-free: yesPreflight only: yesAuthorization only: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Payload shape prerequisitesStatus: fixture materialization authorization preflight readyRequires the Phase 3D.3 payload shape gate before any later materialization review.Authorization check shape: phase3d3 gate reference, content-free payload fields, no-source-content marker.Required items: phase3d3 payload shape gateContent-free: yesPreflight only: yesAuthorization only: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Mock adapter prerequisitesStatus: fixture materialization authorization preflight readyRequires the mock adapter contract shape without constructing adapters.Authorization check shape: mock adapter contract reference, disabled live-method marker, no-network marker.Required items: mock adapter contract shapeContent-free: yesPreflight only: yesAuthorization only: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Materialization boundaryStatus: blockedKeeps payload materialization and fixture creation behind a separate review gate.Authorization check shape: materialization denied marker, fixture creation denied marker, separate-gate marker.Required items: content free materialization policyContent-free: yesPreflight only: yesAuthorization only: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Storage boundaryStatus: blockedKeeps fixture artifact persistence unavailable during this authorization preflight.Authorization check shape: persistence denied marker, artifact storage denied marker, no-write marker.Required items: no persistence authorizationContent-free: yesPreflight only: yesAuthorization only: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Next review gateStatus: blockedNames the separate review required before synthetic fixture payloads can be built.Authorization check shape: materialization review label, approval requirement label, blocked action list.Required items: separate materialization review gateContent-free: yesPreflight only: yesAuthorization only: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Allowed Phase 3D authorization checks

confirm phase3d3 payload shape gate
confirm mock adapter contract shape
confirm content free materialization policy
confirm no persistence authorization
confirm separate materialization gate

Blocked Phase 3D materialization actions

authorize local runtime implementation
authorize fixture materialization
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: fixture materialization authorization preflight only. Materialization authorized: no. Payload materialized: no. Model runtime called: no. Network: no.

Phase 3D.5

Phase 3D fixture materialization dry-run preview

Scooling can preview the content-free checks a later dry run would evaluate while keeping dry-run execution, authorization, payload materialization, fixture creation, persistence, private data, live adapters, model calls, billing, PR readiness, merge, and deployment disabled.

Use this preview to review the dry-run shape before a separate gate allows any synthetic dry-run execution.

This response is content-free, preview-only, and no-network. It does not authorize implementation, authorize fixture materialization, execute a dry run, instantiate live adapters, create or materialize fixtures, persist artifacts, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Preview identityStatus: fixture materialization dry run preview readyNames the dry-run preview without executing a dry run.Dry-run preview shape: synthetic preview id, phase label, policy version, preview-only flag.Required items: preview identity onlyContent-free: yesPreview only: yesDry run executed now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Synthetic payload inputsStatus: fixture materialization dry run preview readyLists the content-free payload input labels a later dry run would inspect.Dry-run preview shape: phase3d3 payload shape reference, synthetic input labels, no-source-content marker.Required items: phase3d3 payload shape gateContent-free: yesPreview only: yesDry run executed now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Mock adapter traceStatus: fixture materialization dry run preview readyLists mock adapter trace labels without constructing adapters or sending network calls.Dry-run preview shape: mock adapter trace labels, disabled live-method marker, no-network marker.Required items: mock adapter trace labelsContent-free: yesPreview only: yesDry run executed now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Materialization steps previewStatus: blockedShows dry-run step labels while keeping dry-run execution and materialization blocked.Dry-run preview shape: authorization preflight reference, step labels, dry-run execution denied marker.Required items: phase3d4 authorization preflightContent-free: yesPreview only: yesDry run executed now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Blocked output scopeStatus: blockedNames blocked outputs so the preview cannot create payload bodies or artifacts.Dry-run preview shape: payload body denied marker, artifact write denied marker, private data absent marker.Required items: blocked output scope labelsContent-free: yesPreview only: yesDry run executed now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Next execution gateStatus: blockedNames the separate gate required before any dry-run execution can happen.Dry-run preview shape: dry-run execution gate label, approval requirement label, blocked action list.Required items: separate execution gateContent-free: yesPreview only: yesDry run executed now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Allowed Phase 3D dry-run preview items

synthetic payload input labels
mock adapter trace labels
materialization step labels
blocked output labels
separate execution gate

Blocked Phase 3D dry-run execution actions

authorize local runtime implementation
authorize fixture materialization
run fixture materialization dry run
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: fixture materialization dry run preview only. Dry run executed: no. Materialization authorized: no. Payload materialized: no. Model runtime called: no. Network: no.

Phase 3D.6

Phase 3D dry-run execution authorization preflight

Scooling can describe the checks required before a later dry-run execution gate while keeping dry-run authorization, dry-run execution, fixture materialization, persistence, private data, live adapters, model calls, billing, PR readiness, merge, and deployment disabled.

Use this preflight as the approval checklist for the next reviewed dry-run execution preview gate.

This response is content-free, preflight-only, and no-network. It does not authorize implementation, authorize fixture materialization, authorize dry-run execution, execute a dry run, instantiate live adapters, create or materialize fixtures, persist artifacts, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Preflight identityStatus: dry run execution authorization preflight readyNames the dry-run execution authorization preflight without granting authority.Authorization check shape: synthetic preflight id, phase label, policy version, preflight-only flag.Required items: preflight identity onlyContent-free: yesPreflight only: yesDry-run execution authorized now: noDry run executed now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Dry-run preview prerequisitesStatus: dry run execution authorization preflight readyRequires the Phase 3D.5 dry-run preview before any execution gate can be reviewed.Authorization check shape: phase3d5 preview reference, content-free dry-run labels, no-output marker.Required items: phase3d5 dry run previewContent-free: yesPreflight only: yesDry-run execution authorized now: noDry run executed now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Execution policy boundaryStatus: dry run execution authorization preflight readyRequires a content-free execution policy without allowing execution.Authorization check shape: content-free execution policy label, execution denied marker, no-network marker.Required items: content free execution policyContent-free: yesPreflight only: yesDry-run execution authorized now: noDry run executed now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Mock execution constraintsStatus: blockedKeeps mock execution constraints descriptive until a separate preview gate.Authorization check shape: mock execution labels, disabled live-method marker, dry-run execution denied marker.Required items: mock execution constraint labelsContent-free: yesPreflight only: yesDry-run execution authorized now: noDry run executed now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Blocked runtime scopeStatus: blockedKeeps all runtime, persistence, private data, model, billing, and deployment surfaces blocked.Authorization check shape: blocked runtime labels, persistence denied marker, private data absent marker.Required items: blocked runtime scope labelsContent-free: yesPreflight only: yesDry-run execution authorized now: noDry run executed now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Next execution preview gateStatus: blockedNames the separate preview gate required before any dry-run execution is authorized.Authorization check shape: execution preview gate label, approval requirement label, blocked action list.Required items: separate execution preview gateContent-free: yesPreflight only: yesDry-run execution authorized now: noDry run executed now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Allowed Phase 3D dry-run authorization checks

confirm phase3d5 dry run preview
confirm content free execution policy
confirm mock execution constraints
confirm blocked runtime scope
confirm separate execution preview gate

Blocked Phase 3D dry-run authorization actions

authorize local runtime implementation
authorize fixture materialization
authorize dry run execution
run fixture materialization dry run
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: dry run execution authorization preflight only. Dry-run execution authorized: no. Dry run executed: no. Payload materialized: no. Network: no.

Phase 3D.7

Phase 3D dry-run execution preview

Scooling can preview the content-free dry-run execution plan and mock trace shape while keeping dry-run authorization, dry-run execution, report emission, persistence, fixture materialization, private data, live adapters, model calls, billing, PR readiness, merge, and deployment disabled.

Use this preview to review the execution plan shape before a separate gate allows any result-shape review.

This response is content-free, preview-only, and no-network. It does not authorize implementation, authorize fixture materialization, authorize dry-run execution, execute a dry run, emit or persist dry-run reports, instantiate live adapters, create or materialize fixtures, persist artifacts, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Preview identityStatus: dry run execution preview readyNames the dry-run execution preview without executing the dry run.Execution preview shape: synthetic preview id, phase label, policy version, preview-only flag.Required items: preview identity onlyContent-free: yesPreview only: yesDry-run execution authorized now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Authorization preflight prerequisitesStatus: dry run execution preview readyReferences Phase 3D.6 without treating it as execution authorization.Execution preview shape: phase3d6 preflight reference, authorization denied marker, no-execution marker.Required items: phase3d6 authorization preflightContent-free: yesPreview only: yesDry-run execution authorized now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Synthetic execution planStatus: dry run execution preview readyShows content-free execution plan labels without executing any plan step.Execution preview shape: synthetic plan labels, step order labels, no-source-content marker.Required items: synthetic execution plan labelsContent-free: yesPreview only: yesDry-run execution authorized now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Mock trace shapeStatus: dry run execution preview readyShows mock trace labels without constructing adapters or sending network calls.Execution preview shape: mock trace labels, disabled live-method marker, no-network marker.Required items: mock trace shape labelsContent-free: yesPreview only: yesDry-run execution authorized now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Blocked report scopeStatus: blockedKeeps dry-run reports, payload bodies, and persisted artifacts unavailable.Execution preview shape: report emission denied marker, report persistence denied marker, artifact denied marker.Required items: blocked report scope labelsContent-free: yesPreview only: yesDry-run execution authorized now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Next result gateStatus: blockedNames the separate gate required before any dry-run result shape can be reviewed.Execution preview shape: result gate label, approval requirement label, blocked action list.Required items: separate result gateContent-free: yesPreview only: yesDry-run execution authorized now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noMaterialization authorized now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Allowed Phase 3D dry-run execution preview items

authorization preflight reference
synthetic execution plan labels
mock trace shape labels
blocked report labels
separate result gate

Blocked Phase 3D dry-run execution preview actions

authorize local runtime implementation
authorize fixture materialization
authorize dry run execution
run fixture materialization dry run
emit dry run execution report
persist dry run execution report
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: dry run execution preview only. Dry-run execution authorized: no. Dry run executed: no. Report emitted: no. Report persisted: no. Network: no.

Phase 3D.8

Phase 3D dry-run result shape gate

Scooling can describe the content-free dry-run result fields and mock trace summary shape while keeping dry-run execution, report emission, report persistence, fixture materialization, private data, live adapters, model calls, billing, PR readiness, merge, and deployment disabled.

Use this result shape gate as the boundary for the next reviewed closeout step before any dry-run output is emitted.

This response is content-free, gate-only, and no-network. It does not authorize implementation, authorize fixture materialization, authorize dry-run execution, execute a dry run, emit or persist dry-run reports, instantiate live adapters, create or materialize fixtures, persist artifacts, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Result identityStatus: dry run result shape gate readyNames the dry-run result shape without emitting a result.Result field shape: synthetic result id, phase label, policy version, gate-only flag.Required items: result identity onlyContent-free: yesGate only: yesDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Execution preview prerequisitesStatus: dry run result shape gate readyReferences Phase 3D.7 without treating the preview as an executed dry run.Result field shape: phase3d7 execution preview reference, execution denied marker, report denied marker.Required items: phase3d7 execution previewContent-free: yesGate only: yesDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Synthetic result fieldsStatus: dry run result shape gate readyNames content-free result fields that cannot contain payload bodies or source content.Result field shape: synthetic result label, no-source-content marker, no-artifact marker.Required items: synthetic result field labelsContent-free: yesGate only: yesDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Mock trace summary shapeStatus: dry run result shape gate readyNames mock trace summary labels without constructing adapters or sending network calls.Result field shape: mock trace summary label, disabled live-method marker, no-network marker.Required items: mock trace summary labelsContent-free: yesGate only: yesDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Blocked report output scopeStatus: blockedKeeps report emission, report persistence, payload bodies, and artifacts unavailable.Result field shape: report output denied marker, persistence denied marker, artifact output denied marker.Required items: blocked report output labelsContent-free: yesGate only: yesDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Next closeout gateStatus: blockedNames the separate closeout gate required before any dry-run result review can advance.Result field shape: closeout gate label, approval requirement label, blocked action list.Required items: separate closeout gateContent-free: yesGate only: yesDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Allowed Phase 3D dry-run result fields

result id
execution preview reference
synthetic result label
mock trace summary label
no artifact output marker

Blocked Phase 3D dry-run result actions

authorize local runtime implementation
authorize fixture materialization
authorize dry run execution
run fixture materialization dry run
emit dry run execution report
persist dry run execution report
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: dry run result shape gate only. Dry run executed: no. Report emitted: no. Report persisted: no. Payload materialized: no. Network: no.

Phase 3D.9

Phase 3D dry-run closeout preflight

Scooling can show content-free closeout readiness labels and unresolved blocker labels while keeping dry-run execution, report output, closeout recording, phase close, fixture materialization, private data, live adapters, model calls, billing, PR readiness, merge, and deployment disabled.

Use this preflight to confirm what a future closeout preview must review before any closeout packet is created.

This response is content-free, preflight-only, and no-network. It does not authorize implementation, authorize fixture materialization, authorize dry-run execution, execute a dry run, emit or persist dry-run reports, record closeout, approve closeout, close a phase, instantiate live adapters, create or materialize fixtures, persist artifacts, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Closeout identityStatus: dry run closeout preflight readyNames the dry-run closeout preflight without recording closeout.Closeout check shape: synthetic closeout id, phase label, policy version, preflight-only flag.Required items: closeout identity onlyContent-free: yesPreflight only: yesDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Result shape gate prerequisitesStatus: dry run closeout preflight readyReferences Phase 3D.8 without treating it as a closeout decision.Closeout check shape: phase3d8 result shape gate reference, closeout denied marker, phase-open marker.Required items: phase3d8 result shape gateContent-free: yesPreflight only: yesDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Readiness summary shapeStatus: dry run closeout preflight readyShows content-free readiness labels without producing a report.Closeout check shape: readiness label, reviewed-slice label, no-report-output marker.Required items: content free readiness summary labelsContent-free: yesPreflight only: yesDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Unresolved blocker scopeStatus: blockedNames unresolved blockers without changing runtime or approval state.Closeout check shape: dry-run execution blocked, report output blocked, artifact output blocked, deployment blocked.Required items: unresolved blocker labelsContent-free: yesPreflight only: yesDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Closeout policy boundaryStatus: blockedKeeps closeout recording, approval, phase close, PR readiness, merge, and deployment disabled.Closeout check shape: record denied marker, approval denied marker, phase close denied marker, release denied marker.Required items: closeout policy boundary labelsContent-free: yesPreflight only: yesDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Next closeout preview gateStatus: blockedNames the separate preview gate required before any closeout packet can be reviewed.Closeout check shape: closeout preview gate label, approval requirement label, blocked action list.Required items: separate closeout preview gateContent-free: yesPreflight only: yesDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Allowed Phase 3D dry-run closeout checks

result shape gate reference
readiness summary labels
unresolved blocker labels
closeout policy boundary labels
separate closeout preview gate

Blocked Phase 3D dry-run closeout actions

authorize local runtime implementation
authorize fixture materialization
authorize dry run execution
run fixture materialization dry run
emit dry run execution report
persist dry run execution report
record dry run closeout
approve dry run closeout
close dry run phase
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: dry run closeout preflight only. Closeout recorded: no. Closeout approved: no. Phase closed: no. Report emitted: no. Network: no.

Phase 3D.10

Phase 3D dry-run closeout packet preview

Scooling can preview content-free closeout packet labels and unresolved risk labels while keeping packet creation, submission, persistence, closeout recording, phase close, dry-run execution, report output, fixture materialization, private data, live adapters, model calls, billing, PR readiness, merge, and deployment disabled.

Use this packet preview to review the future closeout packet shape before a separate decision gate.

This response is content-free, preview-only, and no-network. It does not authorize implementation, authorize fixture materialization, authorize dry-run execution, execute a dry run, emit or persist dry-run reports, create or submit or persist a closeout packet, record closeout, approve closeout, close a phase, instantiate live adapters, create or materialize fixtures, persist artifacts, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Packet identityStatus: dry run closeout packet preview readyNames the dry-run closeout packet preview without creating a packet.Packet preview shape: synthetic packet id, phase label, policy version, preview-only flag.Required items: packet identity onlyContent-free: yesPreview only: yesCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Closeout preflight prerequisitesStatus: dry run closeout packet preview readyReferences Phase 3D.9 without treating the preflight as closeout approval.Packet preview shape: phase3d9 closeout preflight reference, packet creation denied marker, approval denied marker.Required items: phase3d9 closeout preflightContent-free: yesPreview only: yesCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Reviewer packet shapeStatus: dry run closeout packet preview readyShows content-free packet labels without creating or persisting a packet.Packet preview shape: reviewer label, readiness label, no-report-output marker.Required items: reviewer packet label shapeContent-free: yesPreview only: yesCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Unresolved risk summaryStatus: blockedNames unresolved risk labels without changing runtime or approval state.Packet preview shape: execution blocked, report output blocked, artifact output blocked, closeout blocked.Required items: unresolved risk labelsContent-free: yesPreview only: yesCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Blocked closeout actionsStatus: blockedKeeps packet creation, submission, persistence, closeout approval, and phase close disabled.Packet preview shape: packet denied marker, submission denied marker, persistence denied marker, phase close denied marker.Required items: blocked closeout action labelsContent-free: yesPreview only: yesCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Next decision gateStatus: blockedNames the separate decision gate required before any closeout decision can be reviewed.Packet preview shape: decision gate label, approval requirement label, blocked action list.Required items: separate decision gateContent-free: yesPreview only: yesCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Allowed Phase 3D dry-run closeout packet preview items

closeout preflight reference
reviewer packet labels
unresolved risk labels
blocked closeout action labels
separate decision gate

Blocked Phase 3D dry-run closeout packet actions

authorize local runtime implementation
authorize fixture materialization
authorize dry run execution
run fixture materialization dry run
emit dry run execution report
persist dry run execution report
create dry run closeout packet
submit dry run closeout packet
persist dry run closeout packet
record dry run closeout
approve dry run closeout
close dry run phase
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: dry run closeout packet preview only. Packet created: no. Packet submitted: no. Packet persisted: no. Closeout recorded: no. Phase closed: no. Network: no.

Phase 3D.11

Phase 3D dry-run closeout decision gate

Scooling can preview content-free go, no-go, and defer decision labels while keeping decision recording, packet creation, closeout recording, phase close, dry-run execution, report output, fixture materialization, private data, live adapters, model calls, billing, PR readiness, merge, and deployment disabled.

Use this decision gate to review the future closeout decision shape before any closeout authorization gate.

This response is content-free, gate-only, and no-network. It does not authorize implementation, authorize fixture materialization, authorize dry-run execution, execute a dry run, emit or persist dry-run reports, create or submit or persist a closeout packet, record a closeout decision, record closeout, approve closeout, close a phase, instantiate live adapters, create or materialize fixtures, persist artifacts, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Decision identityStatus: dry run closeout decision gate readyNames the dry-run closeout decision gate without recording a decision.Decision gate shape: synthetic decision id, phase label, policy version, gate-only flag.Required items: decision identity onlyContent-free: yesGate only: yesCloseout decision recorded now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Packet preview prerequisitesStatus: dry run closeout decision gate readyReferences Phase 3D.10 without treating the packet preview as approval.Decision gate shape: phase3d10 packet preview reference, decision denied marker, approval denied marker.Required items: phase3d10 packet previewContent-free: yesGate only: yesCloseout decision recorded now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Decision option shapeStatus: dry run closeout decision gate readyShows content-free go, no-go, and defer option labels without selecting one.Decision gate shape: go label, no-go label, defer label, no-recording marker.Required items: content free decision option labelsContent-free: yesGate only: yesCloseout decision recorded now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Unresolved decision risk scopeStatus: blockedNames decision risk labels without changing approval or runtime state.Decision gate shape: packet blocked, report output blocked, closeout blocked, deployment blocked.Required items: unresolved decision risk labelsContent-free: yesGate only: yesCloseout decision recorded now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Blocked decision actionsStatus: blockedKeeps decision recording, closeout approval, phase close, PR readiness, merge, and deployment disabled.Decision gate shape: decision denied marker, approval denied marker, phase close denied marker, release denied marker.Required items: blocked decision action labelsContent-free: yesGate only: yesCloseout decision recorded now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Next closeout authorization gateStatus: blockedNames the separate authorization gate required before any closeout action can advance.Decision gate shape: authorization gate label, approval requirement label, blocked action list.Required items: separate closeout authorization gateContent-free: yesGate only: yesCloseout decision recorded now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Allowed Phase 3D dry-run closeout decision gate items

packet preview reference
go no go defer option labels
unresolved decision risk labels
blocked decision action labels
separate closeout authorization gate

Blocked Phase 3D dry-run closeout decision actions

authorize local runtime implementation
authorize fixture materialization
authorize dry run execution
run fixture materialization dry run
emit dry run execution report
persist dry run execution report
create dry run closeout packet
submit dry run closeout packet
persist dry run closeout packet
record dry run closeout decision
record dry run closeout
approve dry run closeout
close dry run phase
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: dry run closeout decision gate only. Decision recorded: no. Packet created: no. Closeout approved: no. Phase closed: no. Network: no.

Phase 3D.12

Phase 3D dry-run closeout authorization preflight

Scooling can preview content-free closeout authorization requirements while keeping authorization, decision recording, packet creation, closeout recording, phase close, dry-run execution, report output, fixture materialization, private data, live adapters, model calls, billing, PR readiness, merge, and deployment disabled.

Use this authorization preflight to review the future human approval boundary before any closeout record preview.

This response is content-free, preflight-only, and no-network. It does not authorize implementation, authorize fixture materialization, authorize dry-run execution, authorize dry-run closeout, execute a dry run, emit or persist dry-run reports, create or submit or persist a closeout packet, record a closeout decision, record closeout, approve closeout, close a phase, instantiate live adapters, create or materialize fixtures, persist artifacts, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Authorization identityStatus: dry run closeout authorization preflight readyNames the dry-run closeout authorization preflight without granting authorization.Authorization preflight shape: synthetic authorization id, phase label, policy version, preflight-only flag.Required items: authorization identity onlyContent-free: yesPreflight only: yesDry-run closeout authorized now: noCloseout decision recorded now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Decision gate prerequisitesStatus: dry run closeout authorization preflight readyReferences Phase 3D.11 without treating the decision gate as authorization.Authorization preflight shape: phase3d11 decision gate reference, authorization denied marker, closeout denied marker.Required items: phase3d11 decision gateContent-free: yesPreflight only: yesDry-run closeout authorized now: noCloseout decision recorded now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Authorization requirement shapeStatus: dry run closeout authorization preflight readyShows content-free human authorization requirement labels without granting them.Authorization preflight shape: human reviewer label, explicit authorization label, blocked execution label, no-recording marker.Required items: human authorization requirement labelsContent-free: yesPreflight only: yesDry-run closeout authorized now: noCloseout decision recorded now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Human review boundaryStatus: blockedNames human review boundaries without moving data or creating approval records.Authorization preflight shape: review-only label, no-private-data label, no-side-effect label, separate approval label.Required items: human review boundary labelsContent-free: yesPreflight only: yesDry-run closeout authorized now: noCloseout decision recorded now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Blocked authorization actionsStatus: blockedKeeps authorization, decision recording, closeout approval, phase close, PR readiness, merge, and deployment disabled.Authorization preflight shape: authorization denied marker, closeout denied marker, phase close denied marker, release denied marker.Required items: blocked authorization action labelsContent-free: yesPreflight only: yesDry-run closeout authorized now: noCloseout decision recorded now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Next closeout record previewStatus: blockedNames the separate closeout record preview before any closeout record can exist.Authorization preflight shape: record preview label, approval requirement label, blocked action list.Required items: separate closeout record previewContent-free: yesPreflight only: yesDry-run closeout authorized now: noCloseout decision recorded now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Allowed Phase 3D dry-run closeout authorization preflight items

decision gate reference
authorization requirement labels
human review boundary labels
blocked authorization action labels
separate closeout record preview

Blocked Phase 3D dry-run closeout authorization actions

authorize local runtime implementation
authorize fixture materialization
authorize dry run execution
authorize dry run closeout
run fixture materialization dry run
emit dry run execution report
persist dry run execution report
create dry run closeout packet
submit dry run closeout packet
persist dry run closeout packet
record dry run closeout decision
record dry run closeout
approve dry run closeout
close dry run phase
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: dry run closeout authorization preflight only. Authorized: no. Decision recorded: no. Closeout approved: no. Phase closed: no. Network: no.

Phase 3D.13

Phase 3D dry-run closeout record preview

Scooling can preview content-free closeout record labels while keeping authorization, decision recording, record creation, record persistence, packet creation, closeout recording, phase close, dry-run execution, report output, fixture materialization, private data, live adapters, model calls, billing, PR readiness, merge, and deployment disabled.

Use this record preview to review the future closeout record shape before the final Phase 3D closeout gate.

This response is content-free, preview-only, and no-network. It does not authorize implementation, authorize fixture materialization, authorize dry-run execution, authorize dry-run closeout, execute a dry run, emit or persist dry-run reports, create or submit or persist a closeout packet, record a closeout decision, create or persist a closeout record, record closeout, approve closeout, close a phase, instantiate live adapters, create or materialize fixtures, persist artifacts, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Record identityStatus: dry run closeout record preview readyNames the dry-run closeout record preview without creating a record.Closeout record shape: synthetic record id, phase label, policy version, preview-only flag.Required items: record identity onlyContent-free: yesPreview only: yesDry-run closeout authorized now: noCloseout decision recorded now: noCloseout record created now: noCloseout record persisted now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Authorization preflight prerequisitesStatus: dry run closeout record preview readyReferences Phase 3D.12 without treating authorization preflight as authorization.Closeout record shape: phase3d12 authorization preflight reference, closeout authorization denied marker, record denied marker.Required items: phase3d12 authorization preflightContent-free: yesPreview only: yesDry-run closeout authorized now: noCloseout decision recorded now: noCloseout record created now: noCloseout record persisted now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Record field shapeStatus: dry run closeout record preview readyShows content-free record field labels without filling or storing them.Closeout record shape: record label, prerequisite label, reviewer label, unresolved risk label, no-persistence marker.Required items: content free record field labelsContent-free: yesPreview only: yesDry-run closeout authorized now: noCloseout decision recorded now: noCloseout record created now: noCloseout record persisted now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Retention boundaryStatus: blockedNames retention and deletion labels without persisting any audit or closeout record.Closeout record shape: retention denied marker, deletion policy label, audit persistence denied marker.Required items: retention boundary labelsContent-free: yesPreview only: yesDry-run closeout authorized now: noCloseout decision recorded now: noCloseout record created now: noCloseout record persisted now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Blocked record actionsStatus: blockedKeeps record creation, persistence, closeout approval, phase close, PR readiness, merge, and deployment disabled.Closeout record shape: record creation denied marker, persistence denied marker, phase close denied marker, release denied marker.Required items: blocked record action labelsContent-free: yesPreview only: yesDry-run closeout authorized now: noCloseout decision recorded now: noCloseout record created now: noCloseout record persisted now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Final closeout gateStatus: blockedNames the final Phase 3D closeout gate before any runtime implementation can begin.Closeout record shape: final gate label, implementation denied marker, blocked action list.Required items: separate final closeout gateContent-free: yesPreview only: yesDry-run closeout authorized now: noCloseout decision recorded now: noCloseout record created now: noCloseout record persisted now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Allowed Phase 3D dry-run closeout record preview items

authorization preflight reference
content free record field labels
retention boundary labels
blocked record action labels
separate final closeout gate

Blocked Phase 3D dry-run closeout record actions

authorize local runtime implementation
authorize fixture materialization
authorize dry run execution
authorize dry run closeout
run fixture materialization dry run
emit dry run execution report
persist dry run execution report
create dry run closeout packet
submit dry run closeout packet
persist dry run closeout packet
record dry run closeout decision
create dry run closeout record
persist dry run closeout record
record dry run closeout
approve dry run closeout
close dry run phase
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: dry run closeout record preview only. Record created: no. Record persisted: no. Closeout approved: no. Phase closed: no. Network: no.

Phase 3D.14

Phase 3D final closeout readiness gate

Scooling can review content-free final readiness labels for the dry-run planning chain while keeping Phase 3D closeout, runtime implementation authorization, PR readiness, merge, deployment, live adapters, private data, model calls, billing, and all runtime effects disabled.

Use this final gate to confirm the planning chain is ready for a separate runtime implementation decision.

This response is content-free, gate-only, and no-network. It does not authorize implementation, authorize fixture materialization, authorize dry-run execution, authorize dry-run closeout, authorize runtime implementation, close Phase 3D, execute a dry run, emit or persist dry-run reports, create or submit or persist a closeout packet, record a closeout decision, create or persist a closeout record, record closeout, approve closeout, close a phase, instantiate live adapters, create or materialize fixtures, persist artifacts, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Closeout identityStatus: final closeout readiness gate readyNames the final Phase 3D closeout readiness gate without closing Phase 3D.Final gate shape: synthetic closeout id, phase label, policy version, gate-only flag.Required items: closeout identity onlyContent-free: yesGate only: yesRuntime implementation authorized now: noPhase 3D closed now: noDry-run closeout authorized now: noCloseout decision recorded now: noCloseout record created now: noCloseout record persisted now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Record preview prerequisitesStatus: final closeout readiness gate readyReferences Phase 3D.13 without treating record preview as closeout approval.Final gate shape: phase3d13 record preview reference, closeout denied marker, implementation denied marker.Required items: phase3d13 record previewContent-free: yesGate only: yesRuntime implementation authorized now: noPhase 3D closed now: noDry-run closeout authorized now: noCloseout decision recorded now: noCloseout record created now: noCloseout record persisted now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Readiness evidence shapeStatus: final closeout readiness gate readyShows content-free evidence labels for the local dry-run planning chain.Final gate shape: phase chain label, no-runtime-effect label, test evidence label, security evidence label.Required items: readiness evidence labelsContent-free: yesGate only: yesRuntime implementation authorized now: noPhase 3D closed now: noDry-run closeout authorized now: noCloseout decision recorded now: noCloseout record created now: noCloseout record persisted now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Implementation decision boundaryStatus: blockedNames the separate implementation decision required after Phase 3D planning ends.Final gate shape: implementation decision label, no-authorization label, no-deployment label, separate approval label.Required items: implementation decision boundary labelsContent-free: yesGate only: yesRuntime implementation authorized now: noPhase 3D closed now: noDry-run closeout authorized now: noCloseout decision recorded now: noCloseout record created now: noCloseout record persisted now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Blocked final actionsStatus: blockedKeeps phase close, implementation authorization, PR readiness, merge, deployment, live adapters, private data, model calls, and billing disabled.Final gate shape: phase close denied marker, runtime denied marker, PR readiness denied marker, release denied marker.Required items: blocked final action labelsContent-free: yesGate only: yesRuntime implementation authorized now: noPhase 3D closed now: noDry-run closeout authorized now: noCloseout decision recorded now: noCloseout record created now: noCloseout record persisted now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Next runtime decisionStatus: blockedNames the separate runtime implementation decision without granting it.Final gate shape: runtime decision label, owner review label, blocked action list.Required items: separate runtime implementation decisionContent-free: yesGate only: yesRuntime implementation authorized now: noPhase 3D closed now: noDry-run closeout authorized now: noCloseout decision recorded now: noCloseout record created now: noCloseout record persisted now: noCloseout packet created now: noCloseout packet submitted now: noCloseout packet persisted now: noDry-run closeout recorded now: noDry-run closeout approved now: noDry-run phase closed now: noDry run executed now: noExecution report emitted now: noExecution report persisted now: noPayload materialized now: noFixture created now: noFixture persisted now: noPrivate data allowed now: noModel runtime called now: noBilling allowed now: no

Allowed Phase 3D final closeout readiness gate items

record preview reference
readiness evidence labels
implementation decision boundary labels
blocked final action labels
separate runtime implementation decision

Blocked Phase 3D final closeout actions

authorize local runtime implementation
authorize fixture materialization
authorize dry run execution
authorize dry run closeout
authorize runtime implementation
run fixture materialization dry run
emit dry run execution report
persist dry run execution report
create dry run closeout packet
submit dry run closeout packet
persist dry run closeout packet
record dry run closeout decision
create dry run closeout record
persist dry run closeout record
record dry run closeout
approve dry run closeout
close dry run phase
mark phase3d closed
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3d. Mode: final closeout readiness gate only. Runtime authorized: no. Phase 3D closed: no. PR ready: no. Main merged: no. Network: no.

Phase 3E.1

Phase 3E post-3D runtime implementation decision gate

Scooling can show content-free implement, defer, or split-for-review option labels after Phase 3D while keeping runtime path selection, decision recording, implementation authorization, live adapters, private data, model calls, billing, PR readiness, merge, and deployment disabled.

Use this gate to prepare the next reviewed implementation scope before any runtime work begins.

This response is content-free, gate-only, and no-network. It does not choose a runtime path, record a runtime decision, authorize implementation, authorize fixture materialization, authorize dry-run execution, authorize dry-run closeout, close Phase 3D, execute a dry run, emit or persist dry-run reports, create or submit or persist closeout packets, create or persist closeout records, instantiate live adapters, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Runtime decision identityStatus: post3d runtime implementation decision gate readyNames the post-3D runtime implementation decision without choosing a path.Decision gate shape: synthetic decision id, phase label, policy version, gate-only flag.Required items: decision identity onlyContent-free: yesGate only: yesRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noPhase 3D closed now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Phase 3D closeout prerequisitesStatus: post3d runtime implementation decision gate readyReferences Phase 3D.14 without closing Phase 3D or approving implementation.Decision gate shape: phase3d14 final gate reference, closeout denied marker, implementation denied marker.Required items: phase3d14 final closeout gateContent-free: yesGate only: yesRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noPhase 3D closed now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Runtime option shapeStatus: post3d runtime implementation decision gate readyShows content-free option labels for implement, defer, or split-for-review paths.Decision gate shape: implement label, defer label, split-for-review label, no-selection marker.Required items: content free runtime option labelsContent-free: yesGate only: yesRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noPhase 3D closed now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Implementation scope boundaryStatus: blockedNames the boundary requiring a separate implementation scope before runtime work.Decision gate shape: scope preflight label, owner approval label, no-live-adapter label, no-private-data label.Required items: implementation scope boundary labelsContent-free: yesGate only: yesRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noPhase 3D closed now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Blocked runtime actionsStatus: blockedKeeps path selection, decision recording, runtime authorization, live adapters, private data, model calls, billing, PR readiness, merge, and deployment disabled.Decision gate shape: path denied marker, runtime denied marker, private data denied marker, release denied marker.Required items: blocked runtime action labelsContent-free: yesGate only: yesRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noPhase 3D closed now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Next implementation scope preflightStatus: blockedNames the next reviewed preflight required before implementation can begin.Decision gate shape: implementation preflight label, explicit approval requirement, blocked action list.Required items: separate implementation scope preflightContent-free: yesGate only: yesRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noPhase 3D closed now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Allowed Phase 3E post-3D runtime implementation decision gate items

phase3d closeout reference
runtime option labels
implementation scope boundary labels
blocked runtime action labels
separate implementation scope preflight

Blocked Phase 3E runtime implementation decision actions

choose runtime implementation path
record runtime implementation decision
authorize local runtime implementation
authorize runtime implementation
authorize fixture materialization
authorize dry run execution
authorize dry run closeout
run fixture materialization dry run
emit dry run execution report
persist dry run execution report
create dry run closeout packet
submit dry run closeout packet
persist dry run closeout packet
record dry run closeout decision
create dry run closeout record
persist dry run closeout record
record dry run closeout
approve dry run closeout
close dry run phase
mark phase3d closed
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3e. Mode: post3d runtime implementation decision gate only. Runtime path chosen: no. Runtime authorized: no. PR ready: no. Main merged: no. Network: no.

Phase 3E.2

Phase 3E reviewed implementation scope preflight

Scooling can show content-free reviewed implementation scope labels after the Phase 3E.1 decision gate while keeping scope proposal, scope approval, runtime path selection, decision recording, implementation authorization, live adapters, private data, model calls, billing, PR readiness, merge, and deployment disabled.

Use this preflight to prepare a future scope review before any implementation path is selected or runtime work begins.

This response is content-free, preflight-only, and no-network. It does not propose or approve an implementation scope, choose a runtime path, record a runtime decision, authorize implementation, instantiate live adapters, create fixtures, materialize payloads, persist artifacts, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run Muse push from the product surface, mark PR #6 ready, merge main, trigger deployment, or start runtime implementation.

Implementation scope preflight identityStatus: reviewed implementation scope preflight readyNames the reviewed implementation scope preflight without creating a scope.Preflight shape: synthetic preflight id, phase label, policy version, preflight-only flag.Required items: preflight identity onlyContent-free: yesPreflight only: yesScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noFixture created now: noFixture persisted now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Decision gate prerequisiteStatus: reviewed implementation scope preflight readyReferences Phase 3E.1 as the decision gate prerequisite without recording a decision.Preflight shape: phase3e1 decision reference, decision-record denied marker.Required items: phase3e1 decision gateContent-free: yesPreflight only: yesScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noFixture created now: noFixture persisted now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Reviewed scope shapeStatus: reviewed implementation scope preflight readyShows content-free labels for scope owner, runtime lane, review evidence, and rollback.Preflight shape: owner label, runtime lane label, evidence label, rollback label, no-scope marker.Required items: content free scope labelsContent-free: yesPreflight only: yesScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noFixture created now: noFixture persisted now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Security review boundaryStatus: blockedNames security review requirements before any implementation scope can be proposed.Preflight shape: prompt-injection review label, credential boundary label, log-redaction label, no-network marker.Required items: security review boundary labelsContent-free: yesPreflight only: yesScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noFixture created now: noFixture persisted now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Runtime authorization boundaryStatus: blockedKeeps runtime path selection and implementation authorization disabled.Preflight shape: path denied marker, authorization denied marker, live adapter denied marker, billing denied marker.Required items: runtime authorization boundary labelsContent-free: yesPreflight only: yesScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noFixture created now: noFixture persisted now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Next scope review gateStatus: blockedNames the future review gate required before scope proposal or implementation.Preflight shape: scope review label, explicit approval requirement, blocked action list.Required items: separate scope review gateContent-free: yesPreflight only: yesScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noFixture created now: noFixture persisted now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Allowed Phase 3E reviewed implementation scope preflight items

phase3e1 decision reference
reviewed scope labels
security review boundary labels
runtime authorization boundary labels
separate scope review gate

Blocked Phase 3E reviewed implementation scope actions

propose implementation scope
approve implementation scope
choose runtime implementation path
record runtime implementation decision
authorize local runtime implementation
authorize runtime implementation
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3e. Mode: reviewed implementation scope preflight only. Scope proposed: no. Scope approved: no. Runtime authorized: no. PR ready: no. Main merged: no. Network: no.

Phase 3E.3

Phase 3E implementation scope review gate

Scooling can show content-free implementation scope review labels after the Phase 3E.2 preflight while keeping review creation, submission, persistence, approval, rejection, decision recording, scope proposal, scope approval, runtime path selection, implementation authorization, live adapters, private data, model calls, billing, PR readiness, merge, and deployment disabled.

Use this gate to prepare the future authorization preflight before any implementation scope is approved or runtime work begins.

This response is content-free, review-gate-only, and no-network. It does not create, submit, persist, approve, reject, or record an implementation scope review; propose or approve an implementation scope; choose a runtime path; record a runtime decision; authorize implementation; instantiate live adapters; create fixtures; materialize payloads; persist artifacts; read or write Knowtation; route private data; call Unsloth APIs; run inference; start training; charge billing; run Muse push from the product surface; mark PR #6 ready; merge main; trigger deployment; or start runtime implementation.

Implementation scope review identityStatus: implementation scope review gate readyNames the review gate identity without creating or submitting a review.Review gate shape: synthetic review id, phase label, policy version, review-gate-only flag.Required items: review identity onlyContent-free: yesReview gate only: yesReview created now: noReview submitted now: noReview persisted now: noReview approved now: noReview rejected now: noReview decision recorded now: noScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Scope preflight prerequisiteStatus: implementation scope review gate readyReferences Phase 3E.2 without proposing or approving an implementation scope.Review gate shape: phase3e2 preflight reference, scope-proposal denied marker.Required items: phase3e2 scope preflightContent-free: yesReview gate only: yesReview created now: noReview submitted now: noReview persisted now: noReview approved now: noReview rejected now: noReview decision recorded now: noScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Review packet shapeStatus: implementation scope review gate readyShows content-free labels for reviewer questions, evidence, risks, and rollback.Review gate shape: reviewer question labels, evidence labels, risk labels, rollback labels, no-packet marker.Required items: content free review packet labelsContent-free: yesReview gate only: yesReview created now: noReview submitted now: noReview persisted now: noReview approved now: noReview rejected now: noReview decision recorded now: noScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Approval boundaryStatus: blockedKeeps scope review approval and runtime implementation authorization disabled.Review gate shape: approval denied marker, decision-record denied marker, runtime denied marker, release denied marker.Required items: approval boundary labelsContent-free: yesReview gate only: yesReview created now: noReview submitted now: noReview persisted now: noReview approved now: noReview rejected now: noReview decision recorded now: noScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Rejected scope recoveryStatus: blockedNames rejection recovery labels without rejecting scope or recording a recovery action.Review gate shape: rejection denied marker, recovery question labels, reviewer follow-up labels, no-record marker.Required items: rejection recovery labelsContent-free: yesReview gate only: yesReview created now: noReview submitted now: noReview persisted now: noReview approved now: noReview rejected now: noReview decision recorded now: noScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Next authorization preflightStatus: blockedNames the future authorization preflight required before any implementation begins.Review gate shape: authorization preflight label, explicit approval requirement, blocked runtime action list.Required items: separate authorization preflightContent-free: yesReview gate only: yesReview created now: noReview submitted now: noReview persisted now: noReview approved now: noReview rejected now: noReview decision recorded now: noScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Allowed Phase 3E implementation scope review gate items

phase3e2 preflight reference
review packet labels
approval boundary labels
rejection recovery labels
separate authorization preflight

Blocked Phase 3E implementation scope review actions

create implementation scope review
submit implementation scope review
persist implementation scope review
approve implementation scope review
reject implementation scope review
record implementation scope review decision
propose implementation scope
approve implementation scope
choose runtime implementation path
record runtime implementation decision
authorize local runtime implementation
authorize runtime implementation
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3e. Mode: implementation scope review gate only. Review created: no. Review approved: no. Review rejected: no. Runtime authorized: no. PR ready: no. Main merged: no. Network: no.

Phase 3E.4

Phase 3E implementation authorization preflight

Scooling can show content-free implementation authorization requirements after the Phase 3E.3 review gate while keeping authorization grants, decision recording, review approval, scope approval, runtime path selection, implementation authorization, live adapters, private data, model calls, billing, PR readiness, merge, and deployment disabled.

Use this preflight to prepare the future approval checklist before any implementation authorization can be granted.

This response is content-free, preflight-only, and no-network. It does not grant implementation authorization; record an authorization decision; approve or reject an implementation scope review; record a review decision; propose or approve implementation scope; choose a runtime path; record a runtime decision; authorize implementation; instantiate live adapters; create fixtures; materialize payloads; persist artifacts; read or write Knowtation; route private data; call Unsloth APIs; run inference; start training; charge billing; run Muse push from the product surface; mark PR #6 ready; merge main; trigger deployment; or start runtime implementation.

Implementation authorization identityStatus: implementation authorization preflight readyNames the authorization preflight identity without granting authorization.Authorization preflight shape: synthetic authorization id, phase label, policy version, preflight-only flag.Required items: authorization identity onlyContent-free: yesPreflight only: yesAuthorization granted now: noAuthorization decision recorded now: noReview approved now: noReview rejected now: noReview decision recorded now: noScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noFixture created now: noFixture persisted now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Review gate prerequisiteStatus: implementation authorization preflight readyReferences Phase 3E.3 without approving a review or recording a decision.Authorization preflight shape: phase3e3 review reference, review-approval denied marker.Required items: phase3e3 review gateContent-free: yesPreflight only: yesAuthorization granted now: noAuthorization decision recorded now: noReview approved now: noReview rejected now: noReview decision recorded now: noScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noFixture created now: noFixture persisted now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Authority requirement shapeStatus: implementation authorization preflight readyShows content-free labels for reviewer authority, owner authority, and separation.Authorization preflight shape: reviewer authority labels, owner authority labels, separation label, no-grant marker.Required items: content free authority labelsContent-free: yesPreflight only: yesAuthorization granted now: noAuthorization decision recorded now: noReview approved now: noReview rejected now: noReview decision recorded now: noScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noFixture created now: noFixture persisted now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Runtime scope boundaryStatus: blockedNames runtime boundaries that must remain disabled until authorization is granted later.Authorization preflight shape: runtime denied marker, private-data denied marker, model-call denied marker, billing denied marker.Required items: runtime scope boundary labelsContent-free: yesPreflight only: yesAuthorization granted now: noAuthorization decision recorded now: noReview approved now: noReview rejected now: noReview decision recorded now: noScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noFixture created now: noFixture persisted now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Blocked authorization actionsStatus: blockedKeeps authorization grants, decisions, scope approvals, runtime selection, adapters, private data, billing, PR readiness, merge, and deployment disabled.Authorization preflight shape: authorization denied marker, review decision denied marker, release denied marker.Required items: blocked authorization action labelsContent-free: yesPreflight only: yesAuthorization granted now: noAuthorization decision recorded now: noReview approved now: noReview rejected now: noReview decision recorded now: noScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noFixture created now: noFixture persisted now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Next approval checklistStatus: blockedNames the future checklist required before any authorization can be granted.Authorization preflight shape: approval checklist label, explicit reviewer requirement, blocked runtime action list.Required items: separate approval checklistContent-free: yesPreflight only: yesAuthorization granted now: noAuthorization decision recorded now: noReview approved now: noReview rejected now: noReview decision recorded now: noScope proposed now: noScope approved now: noRuntime path chosen now: noRuntime decision recorded now: noRuntime implementation authorized now: noLive adapter instantiated now: noFixture created now: noFixture persisted now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling allowed now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Allowed Phase 3E implementation authorization preflight items

phase3e3 review reference
authority requirement labels
runtime scope boundary labels
blocked authorization action labels
separate approval checklist

Blocked Phase 3E implementation authorization actions

grant implementation authorization
record implementation authorization decision
approve implementation scope review
reject implementation scope review
record implementation scope review decision
propose implementation scope
approve implementation scope
choose runtime implementation path
record runtime implementation decision
authorize local runtime implementation
authorize runtime implementation
instantiate live adapter
create fixture dataset
materialize fixture payload
persist fixture artifacts
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3e. Mode: implementation authorization preflight only. Authorization granted: no. Decision recorded: no. Runtime authorized: no. PR ready: no. Main merged: no. Network: no.

Phase 3E.5

Phase 3E implementation authorization approval checklist

Scooling can show the approval requirements for a later implementation authorization decision while keeping authorization grants, login adaptation, identity persistence, scope approval, runtime authorization, live adapters, private data, model calls, billing, PR readiness, merge, and deployment disabled.

Use this checklist to review Knowtation login adaptation, authority, scope, runtime, data, billing, release, and rollback requirements before any authorization decision can be recorded.

This response is content-free, checklist-only, and no-network. It does not approve implementation authorization; grant authorization; record an authorization decision; adapt Knowtation login for Scooling; create a Scooling login session; link Knowtation identity; persist identity mapping; approve implementation scope; choose a runtime path; authorize runtime implementation; instantiate live adapters; read or write Knowtation; route private data; call Unsloth APIs; run inference; start training; charge billing; run Muse push from the product surface; mark a pull request ready; merge main; trigger deployment; or start runtime implementation.

Approval checklist identityStatus: implementation authorization approval checklist readyNames the approval checklist without granting implementation authorization.Checklist item: Synthetic checklist id, Phase 3E label, policy version, and checklist-only flag.Required items: synthetic checklist identity onlyContent-free: yesChecklist only: yesAuthorization approved now: noAuthorization granted now: noAuthorization decision recorded now: noKnowtation login adapted now: noScooling login session created now: noKnowtation identity linked now: noIdentity mapping persisted now: noScope approved now: noRuntime implementation authorized now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling charged now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Knowtation login adaptation reviewStatus: blockedRequires a reviewed login/session plan before Scooling can depend on a changed Knowtation sign-in model.Checklist item: Knowtation login approach, Scooling session shape, identity mapping, workspace scope, permission checks, social ID direction, logout, revocation, and migration rollback must be documented before authorization.Required items: knowtation login adaptation reviewContent-free: yesChecklist only: yesAuthorization approved now: noAuthorization granted now: noAuthorization decision recorded now: noKnowtation login adapted now: noScooling login session created now: noKnowtation identity linked now: noIdentity mapping persisted now: noScope approved now: noRuntime implementation authorized now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling charged now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Authority and scope reviewStatus: blockedRequires explicit owner, reviewer, workspace, project, and organization authority labels.Checklist item: Implementation scope, reviewer authority, owner authority, Knowtation permission authority, and MuseHub provenance role must be separated.Required items: authority and scope reviewContent-free: yesChecklist only: yesAuthorization approved now: noAuthorization granted now: noAuthorization decision recorded now: noKnowtation login adapted now: noScooling login session created now: noKnowtation identity linked now: noIdentity mapping persisted now: noScope approved now: noRuntime implementation authorized now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling charged now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Runtime and data boundariesStatus: blockedRequires private-data, model-runtime, quantum-runtime, custom-domain-model, and adapter boundaries before implementation.Checklist item: No live adapters, private data routing, Knowtation reads/writes, Unsloth calls, inference, training, CUDA-Q provider targets, QPU jobs, or durable artifacts are approved here.Required items: runtime and data boundary reviewContent-free: yesChecklist only: yesAuthorization approved now: noAuthorization granted now: noAuthorization decision recorded now: noKnowtation login adapted now: noScooling login session created now: noKnowtation identity linked now: noIdentity mapping persisted now: noScope approved now: noRuntime implementation authorized now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling charged now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Billing release and rollbackStatus: blockedRequires billing, PR readiness, merge, deployment, incident response, and rollback labels before authorization.Checklist item: Billing identity, credit/pack ownership, release owner, deployment owner, rollback owner, audit owner, and customer-notice owner must be named later.Required items: billing release and rollback reviewContent-free: yesChecklist only: yesAuthorization approved now: noAuthorization granted now: noAuthorization decision recorded now: noKnowtation login adapted now: noScooling login session created now: noKnowtation identity linked now: noIdentity mapping persisted now: noScope approved now: noRuntime implementation authorized now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling charged now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Next decision gateStatus: blockedNames the later decision gate required before any authorization is recorded.Checklist item: A separate decision gate must approve or deny implementation authorization after this checklist is reviewed.Required items: separate decision gateContent-free: yesChecklist only: yesAuthorization approved now: noAuthorization granted now: noAuthorization decision recorded now: noKnowtation login adapted now: noScooling login session created now: noKnowtation identity linked now: noIdentity mapping persisted now: noScope approved now: noRuntime implementation authorized now: noLive adapter instantiated now: noKnowtation read now: noKnowtation written now: noPrivate data routed now: noModel runtime called now: noBilling charged now: noPR marked ready now: noMain merged now: noDeployment triggered now: no

Allowed Phase 3E implementation authorization approval checklist items

phase3e4 authorization preflight reference
knowtation login adaptation requirements
authority and scope requirements
runtime and data boundary requirements
billing release and rollback requirements
next decision gate requirements

Blocked Phase 3E implementation authorization approval actions

approve implementation authorization
grant implementation authorization
record implementation authorization decision
adapt knowtation login for scooling
create scooling login session
link knowtation identity
persist identity mapping
approve implementation scope review
reject implementation scope review
approve implementation scope
choose runtime implementation path
record runtime implementation decision
authorize runtime implementation
instantiate live adapter
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run muse push from product surface
mark pull request ready
merge main
trigger deployment

Current phase: phase3e. Mode: implementation authorization approval checklist only. Authorization approved: no. Knowtation login adapted: no. Identity linked: no. Runtime authorized: no. PR ready: no. Main merged: no. Network: no.

Phase 3E.6

Phase 3E implementation authorization decision gate

Scooling can show content-free go, no-go, and defer option labels plus a content-free authorization-matrix shape while the recorded surface state stays no-go / authorization withheld.

Use this gate only to review the Phase 3E.5 approval checklist and the authorization-matrix shape; the actual go decision is recorded by the human owner in governance, not by this surface.

This response is content-free, gate-only, and no-network. It does not record a go decision, grant authorization, record an authorization decision, adapt Knowtation login, create a Scooling session, link Knowtation identity, persist identity mapping, approve implementation scope, choose a runtime path, authorize runtime implementation, instantiate live adapters, read or write Knowtation, route private data, call Unsloth APIs, run inference, start training, charge billing, run MuseHub canonical operations, mark a pull request ready, merge main, trigger deployment, or flip any second capability flag.

Authorization decision identityStatus: implementation authorization decision gate readyNames the implementation authorization decision without recording a go decision.Decision gate shape: synthetic decision id, phase label, policy version, gate-only flag.Required items: decision identity onlyContent-free: yesGate only: yesRecorded decision state: no go authorization withheldGo decision recorded now: noAuthorization granted now: noRuntime implementation authorized now: noLive adapter instantiated now: noModel runtime called now: noBilling allowed now: noMain merged now: noDeployment triggered now: noSecond capability flag flipped now: no

Phase 3E.5 approval-checklist prerequisiteStatus: implementation authorization decision gate readyReferences the Phase 3E.5 approval checklist that must be reviewed before any decision is considered.Decision gate shape: phase3e5 checklist reference, review-required marker, authorization-withheld marker.Required items: phase3e5 approval checklistContent-free: yesGate only: yesRecorded decision state: no go authorization withheldGo decision recorded now: noAuthorization granted now: noRuntime implementation authorized now: noLive adapter instantiated now: noModel runtime called now: noBilling allowed now: noMain merged now: noDeployment triggered now: noSecond capability flag flipped now: no

Go/no-go option shapeStatus: implementation authorization decision gate readyShows content-free go, no-go, and defer-for-review labels; the recorded surface state is no-go / authorization withheld.Decision gate shape: go label, no-go label, defer label, recorded no-go marker.Required items: content free go no go labelsContent-free: yesGate only: yesRecorded decision state: no go authorization withheldGo decision recorded now: noAuthorization granted now: noRuntime implementation authorized now: noLive adapter instantiated now: noModel runtime called now: noBilling allowed now: noMain merged now: noDeployment triggered now: noSecond capability flag flipped now: no

Authorization matrix shapeStatus: implementation authorization decision gate readyShows content-free authority labels for who may authorize with no authority actually granted.Decision gate shape: owner authority label, reviewer authority label, login/permission authority label, billing-identity label, release/deploy/rollback owner labels, no-authority-granted marker.Required items: content free authorization matrix labelsContent-free: yesGate only: yesRecorded decision state: no go authorization withheldGo decision recorded now: noAuthorization granted now: noRuntime implementation authorized now: noLive adapter instantiated now: noModel runtime called now: noBilling allowed now: noMain merged now: noDeployment triggered now: noSecond capability flag flipped now: no

Blocked authorization actionsStatus: blockedKeeps go-decision recording, authorization grant, login adaptation, session creation, identity linking, identity-mapping persistence, scope approval, runtime authorization, live adapters, private data, model calls, billing, MuseHub operations, PR readiness, merge, deployment, and any second capability flag disabled.Decision gate shape: go-decision denied marker, authorization denied marker, private data denied marker, release denied marker.Required items: blocked authorization action labelsContent-free: yesGate only: yesRecorded decision state: no go authorization withheldGo decision recorded now: noAuthorization granted now: noRuntime implementation authorized now: noLive adapter instantiated now: noModel runtime called now: noBilling allowed now: noMain merged now: noDeployment triggered now: noSecond capability flag flipped now: no

Next authorized implementation entryStatus: blockedNames the entry point that only becomes reachable after a separate recorded go decision, and which remains blocked at this gate.Decision gate shape: authorized implementation entry label, separate-authorization requirement, blocked action list.Required items: next authorized implementation entryContent-free: yesGate only: yesRecorded decision state: no go authorization withheldGo decision recorded now: noAuthorization granted now: noRuntime implementation authorized now: noLive adapter instantiated now: noModel runtime called now: noBilling allowed now: noMain merged now: noDeployment triggered now: noSecond capability flag flipped now: no

Allowed Phase 3E implementation authorization decision gate items

phase3e5 approval checklist reference
go no go option labels
authorization matrix labels
blocked authorization action labels
next authorized implementation entry

Blocked Phase 3E implementation authorization decision actions

record go decision
grant implementation authorization
record implementation authorization decision
adapt knowtation login for scooling
create scooling login session
link knowtation identity
persist identity mapping
approve implementation scope
choose runtime implementation path
authorize runtime implementation
instantiate live adapter
read knowtation
write knowtation
route private data to models
call unsloth api
run inference
start training
charge billing account
run musehub canonical operation
run muse push from product surface
mark pull request ready
merge main
trigger deployment
flip second capability flag

Current phase: phase3e. Mode: implementation authorization decision gate only. Recorded decision state: no go authorization withheld. Go decision recorded: no. Authorization granted: no. Runtime authorized: no. Main merged: no. Network: no.