Autoreview
SkillAI & modelsAdds an AI second-opinion review of your code before commits, pull request updates, or handoff.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Autoreview skill
About this capability
Use when ClawHub needs Codex review, autoreview, second-model review, or a final advisory review gate before commit, PR update, ship, or maintainer handoff.
What this skill tells your AI
The instructions your AI receives, as published by openclaw/clawhub in .agents/skills/autoreview/SKILL.md and read by ahel’s review.
Run Codex's built-in code review as a closeout check. This is code review
(codex review), not Guardian auto_review approval routing.
Codex native review mode performs best and is recommended. Non-Codex reviewers are fallback or second-opinion paths that receive a generated diff prompt, not the full Codex review-mode runtime.
Use when:
- the user asks for Codex review, autoreview, or second-model review
- after non-trivial code edits, before final/commit/ship
- reviewing a local branch or PR branch after fixes
- closing out ClawHub maintainer work that touched source, tests, Convex, UI, CLI packages, or workflows
Contract
- Treat review output as advisory. Never blindly apply it.
- Verify every finding by reading the real code path and adjacent files.
- Read dependency docs/source/types when the finding depends on external behavior.
- Reject unrealistic edge cases, speculative risks, broad rewrites, and fixes that over-complicate the codebase.
- Prefer small fixes at the right ownership boundary; no refactor unless it clearly improves the bug class.
- Keep going until the selected review path returns no accepted/actionable findings.
- If a review-triggered fix changes code, rerun focused tests and rerun the review helper.
- Default to Codex review. If Codex is unavailable or exits with an error, the
helper can fall back to
claude -p,pi -p,opencode run,droid exec, orcopilot. - Stop as soon as the review command/helper exits 0 with no
accepted/actionable findings. Do not run an extra direct
codex reviewjust to get a nicer clean line, a second opinion, or clearer closeout wording. - If rejecting a finding as intentional/not worth fixing, add a brief inline code comment only when it explains a real invariant or ownership decision future reviewers should know.
- Do not push just to review. Push only when the user requested push/ship/PR update.
ClawHub Proof Routing
Pick the smallest proof that matches the touched surface:
| Touched surface | Usual proof |
|---|---|
| Formatting/lint/static repo health | bun run ci:static |
| Unit-tested source behavior | focused bunx vitest run ..., then bun run ci:unit when PR-ready |
| Convex code | read convex/_generated/ai/guidelines.md first; run focused tests and the deploy/typecheck path that covers the change |
| Packages/CLI/mod tool | bun run ci:packages or the package-specific verify script |
| Runtime/build/package surface | bun run ci:types-build, bun run ci:e2e-http, or the matching broader gate |
| UI behavior | use clawhub-ui-proof with proof:ui; publish proof before final PR comments when needed |
| Linux/CI-parity validation | use crabbox, normally through the repo scripts |
For Convex query or schema work, apply the repo's Convex rules: prefer indexes
over .filter() scans, use cursor-based backfills for data shape changes, and
verify with the repo's Convex/typecheck path before claiming deploy safety.
Pick Target
Dirty local work:
codex review --uncommitted
Use this only when the patch is actually unstaged/staged/untracked in the
current checkout. For committed, pushed, or PR work, point Codex at the commit
or branch diff instead. A clean --uncommitted review only proves there is no
local patch.
Branch/PR work:
git fetch origin
codex review --base origin/main
If an open PR exists, use its actual base:
base=$(gh pr view --json baseRefName --jq .baseRefName)
codex review --base "origin/$base"
Do not pass a prompt with --base. Some Codex CLI versions reject
codex review --base <ref> - with --base <BRANCH> cannot be used with [PROMPT]. If that happens, rerun plain codex review --base <ref> and report
that prompt injection was skipped.
Committed single change:
codex review --commit HEAD
or with the helper:
.agents/skills/autoreview/scripts/autoreview --mode commit --commit HEAD
Use commit review for already-landed or already-pushed work on main.
Reviewing clean main against origin/main is usually an empty diff after
push. For a small stack, review each commit explicitly or review the branch
before merging with --base.
Parallel Closeout
Format first if formatting can change line locations. Then it is OK to run tests and review in parallel:
.agents/skills/autoreview/scripts/autoreview --parallel-tests "bun run ci:static"
Tradeoff: tests may force code changes that stale the review. If tests or review lead to code edits, rerun the affected tests and rerun review until no accepted/actionable findings remain. Once that rerun exits cleanly, stop; do not spend another long review cycle on redundant confirmation.
Context Efficiency
Codex review is usually noisy. Default to a subagent filter when subagents are available. Ask it to run the review and return only:
- actionable findings it accepts
- findings it rejects, with one-line reason
- exact files/tests to rerun
Run inline only for tiny changes or when subagents are unavailable.
Helper
Bundled helper:
.agents/skills/autoreview/scripts/autoreview --help
The helper:
- chooses dirty
--uncommittedfirst - otherwise uses current PR base if
gh pr viewworks - otherwise uses
origin/mainfor non-main branches - auto-runs
bun run ci:staticin parallel when the repo haspackage.json,bun.lock,node_modules, and aci:staticscript; disable withAUTOREVIEW_AUTO_TESTS=0 - use
--mode commit --commit <ref>for already-committed work, especially cleanmainafter landing - should be left in
--mode autoor forced to--mode branchfor PR/branch work; do not force--mode localafter committing - supports
--reviewer codex|claude|pi|opencode|droid|copilot|auto;automeans Codex first - supports
--fallback-reviewer auto|claude|pi|opencode|droid|copilot|none - falls back only when Codex is unavailable or exits nonzero without findings, not when Codex reports findings
- writes only to stdout unless
--outputorAUTOREVIEW_OUTPUTis set - supports
--dry-run,--parallel-tests, and commit refs - runs nested review with
--dangerously-bypass-approvals-and-sandbox --sandbox danger-full-accessby default; use--no-yoloorAUTOREVIEW_YOLO=0to opt out - prints
autoreview clean: no accepted/actionable findings reportedwhen the selected review command exits 0 and no accepted/actionable findings are reported
Final Report
Include:
- review command used
- tests/proof run
- findings accepted/rejected, briefly why
- the clean review result from the final helper/review run, or why a remaining finding was consciously rejected
Do not run another Codex review solely to improve final wording. If the final helper run exited 0 and produced no accepted/actionable findings, report that exact run as clean.
PR / CI Closeout
- Prefer direct run/job APIs after CI starts:
gh run view <run-id> --json jobs; use PR rollup only for final mergeability. - After rebase, compare
origin/main..HEAD; drop CI-fix commits already upstream before pushing. - Update the PR body once near the final head unless proof labels are missing or stale enough to block CI.
Signals
- GitHub stars
- 9k
- Forks
- 1k
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
autoreview- Source
- github.com/openclaw/clawhub