skills.sh
AvailableUniversal skill installation, including Claude Code and Codex.
npx skills add https://github.com/ulpi-io/skills-autonomous-engineering --skill auto-reviewauto-review
Fans a change across independent review lenses and reports only findings that survive adversarial refutation.
WORKFLOW / 05/auto-review [scope — a diff/branch/PR, or path] (default: the current branch diff)
- 01
Pin the scope, baseline, diff, and review budget.
- 02
Fan out correctness, security, performance, maintainability, testing, and contract lenses.
- 03
Deduplicate raw findings without erasing distinct failure scenarios.
- 04
Put every finding through an independent majority-refute panel.
- 05
Report survivors, open quorum gaps, and rejections; fix only when requested.
▸ operating envelope
Use it deliberately.
The shortest useful definition of where this skill helps—and where it should stay out of the way.
Use when
- A branch, pull request, diff, or module needs broad review before merge.
- False positives need to be filtered before they consume engineering attention.
- Confirmed blockers should optionally enter a bounded, scoped fix loop.
Do not use when
- You need the feature implemented rather than reviewed.
- You want behavior-neutral cleanup; use auto-simplify.
- You have not explicitly asked for fixes and expect a read-only review.
▸ output contract
What must be true when it stops.
Produces
- Verified findings grouped by Blocker, Concern, Nit, and FYI
- Coverage report for every review dimension
- Unverified quorum-gap ledger
- Refuted-finding rejection ledger
- Optional bounded fixes for confirmed issues
Guarantees
- Only adversarially verified findings count or drive edits.
- A review dimension that did not run is an explicit coverage gap.
- Severity is calibrated to the actual failure scenario.
- Fixes are opt-in, minimal, scoped, and re-verified.
- A clean verdict is impossible while a dimension or verification quorum is missing.
Honest failure states
- coverage_gap — one or more review dimensions did not return evidence
- unverified — a finding panel died below quorum
- blocked — verified blocker findings remain open
- fix_exhausted — an opted-in repair loop did not converge
▸ enforcement
Know which claims are executable.
Scripts are linked when this skill owns deterministic machinery. The remaining rules are explicit operating contracts and must not be marketed as hooks.
▸ install and invoke
One skill, three honest surfaces.
Claude Code plugin
AvailableInstall the full plugin, then invoke /auto-review or let routing select it from context.
Codex plugin
Work in progressA work in progress on the codex-native-plugin branch — build it, start a new session, then invoke $autonomous-engineering:auto-review.
▸ composes with