MIT-licensed, local-first governance toolkit for AI-assisted coding.
If uncertainty is load-bearing, surface a HOLD instead of inventing an answer.
That single rule prevents the most expensive failure mode in AI-assisted work: confident output built on missing facts.
Ungoverned AI sessions often fail in predictable ways:
- plausible fabrication presented as fact
- silent mangling of files or structure
- contract drift across schemas, APIs, and exports
- scope creep from "helpful" adjacent edits
- missing required outputs hidden by fluent summaries
These failures are usually discovered late, after rework has already started.
This repo packages a practical governance method that keeps velocity while protecting correctness:
- HOLD > GUESS for uncertainty handling
- evidence-first claims
- no silent mangling
- contract discipline
- minimal diffs
The focus is operational behavior, not runtime theater.
Drop-in SKILL.md files that carry the method across environments.
Core skills:
skills/hold-doctrine-SKILL.mdskills/fire-team-session-SKILL.mdskills/governed-repo-init-SKILL.md
New supplementary skills in v0.3.0:
skills/governance-retrospective-SKILL.mdskills/absence-audit-SKILL.md
A local compatibility bridge that emits deterministic session receipts.
A local dashboard surface for governed session visibility and lifecycle handling.
- Read
QUICKSTART.mdfor first-run setup. - Run the full session flow in
WORKFLOW.md. - Learn omission detection in
docs/ABSENCE_PATTERNS.md. - See a concrete HOLD moment in
examples/annotated-session.md.
- cloud sync
- auth
- telemetry or analytics
- hidden network behavior
- universal interception of editor or AI writes
- broad provider expansion beyond the local compatibility bridge
REPO_INDEX.mdfor top-level navigationdocs/INDEX.mdfor docs navigationdocs/specs/PUBLIC_THESIS_OBJECT.mdfor claims boundary and surfacesresources/WHY_THIS_KIT.mdfor failure-mode framingexamples/session.mdandexamples/session.jsonfor artifact shape
cd extension
npm install
npm run compileOpen extension/ in VS Code, press F5, then run Governance: Open Dashboard.
This front door integrates the v0.3.0 public documentation and skill surfaces.