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Code review

Skill Borda/AI-Rig/plugins/codex-rig/skills/code-review

A collection of personal AI coding assistant configurations, specialist agents, and automated workflows optimized for Python and ML open-source development.

Install
npx -y skills add Borda/AI-Rig --skill code-review

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

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  • 23 stars23 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

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Tiered Codex-native multi-axis code review for local diffs or GitHub PRs, including `$code-review #123` (bare number = PR); uses mechanical scope gates, explicit specialist fan-out/substitutes, measurable gates, and a JSON artifact.

SKILL.md

18.5 KB, as published. Nobody here has run it

Code Review

Run tiered review with strict output gates.

Input Schema

{
  "scope": "optional working-tree|path|commit|pr; infer pr for bare number, #number, or PR URL",
  "target": "optional path, commit ref, PR number, PR URL, or current branch PR",
  "done_when": "blocking issues are identified with gate decision"
}

Scope And Routing

  • working-tree: review unstaged/staged local changes.
  • path: review one file/directory diff.
  • commit: review a git diff revision spec, such as COMMIT^!, BASE..HEAD, or BASE...HEAD.
  • pr: review an open pull request: collect GitHub PR metadata/review evidence, fetch target branch, update local checkout with gh pr checkout, inspect local files; target may be PR number, URL, or current-branch PR.

Input shorthand:

  • Canonical in-session: $code-review 123 or $code-review #123 => scope=pr, target=123.
  • Natural-language aliases: code-review 123, code-review #123, and code-review PR 123 => scope=pr, target=123.
  • code-review <github-pr-url> => scope=pr, target=<github-pr-url>.
  • Bare number = GitHub PR number; do not ask for scope=pr.

Never write to remote. PR scope may update local checkout to PR head; otherwise read-only except .reports/codex/code-review/<timestamp>/ artifacts. Never pass --force to git or gh; if forced checkout seems needed to align local branch and PR head, stop, explain overwrite risk, and ask before retrying. To fix findings, switch to code-remediate after creating review artifact.

Workflow (Exact Commands)

01: Create run directory

Run python PLUGIN_ROOT/shared/create_run.py --skill code-review once. Retain its single printed path as <run-directory> and substitute that literal path into every later artifact path and helper argument. Never store or reuse the path through a shell variable; shell variables do not persist across tool calls.

02: T0 mechanical scope gate: resolve scope, collect diff, and classify review risk before any model-level judgment

For local scopes, inspect python PLUGIN_ROOT/shared/collect_diff.py --help; collect normalized scope, optional target, and the literal <run-directory> path.

For PR scope, inspect python PLUGIN_ROOT/shared/collect_pr.py --help; collect the exact target into the literal <run-directory> path with checkout enabled.

PR GitHub data is evidence only: gh pr view, gh pr diff, and review-thread queries provide metadata, patch, comments. Inspect source only in local checkout recorded by <run-directory>/local-checkout.json after target-branch refresh evidence. Checkout must use authoritative PR URL, never a bare number that may resolve to wrong local fork. Never reconstruct changed source from curl, raw.githubusercontent.com, or head-files/ snapshots. If checkout fails or local-checkout.json does not prove head_matches_pr=true, fail instead of reviewing remote raw files. Do not retry with --force unless user explicitly confirms after receiving force reason and overwrite risk.

Classify diff; write <run-directory>/scope.txt:

  • TRIVIAL: no public API/config/security/ML behavior touched, <3 files, <50 changed lines.
  • LOCAL: one subsystem or 3-7 files; local context explains behavior.
  • BROAD: 8+ files, cross-subsystem change, dependency/config change, or unclear ownership.
  • HIGH_RISK: public API, release, security, auth, credentials, deserialization, data pipeline, ML tensor math, CI/CD, or migration behavior.

For scope=pr, review evidence includes pr.json, pr-routing.json, remote-selection.json, target-branch.json, local-checkout.json, comments, reviews, review threads, unresolved review threads, and online-review-summary.json. Selected remote must match base repository from PR URL; fetched base/head OIDs must exactly match PR metadata. pr-routing.json and local-checkout.json must include force_policy proving no automatic forced checkout. Treat unresolved online threads/comments as candidate findings until triaged valid, duplicate, stale, out-of-scope, or already fixed.

If files.txt and untracked.txt are empty with no explicit target, fail before gates. If scope=pr and pr-error.txt exists, fail with captured reason.

Structural context (optional): after the diff is collected, also probe codemap-py once for changed-symbol blast radius: python PLUGIN_ROOT/shared/codemap_adapter.py context --category review --out <run-directory>/codemap-context.json. Per ../../shared/codemap-contract.md, absence/incompatibility is non-fatal — continue with T1/T2 as scoped by scope.txt alone. Persist the diff-impact evidence once here; T2 specialist fan-out (step 04) includes <run-directory>/codemap-context.json in each triggered context pack, never a fresh per-specialist query.

03: T1 primary diff review. Read the changed files end-to-end from the local working tree or checked-out PR branch and identify findings before considering any fix or gate outcome

Review axes, in order:

  • API and behavior regressions.
  • Test coverage and edge-case gaps.
  • Error handling and logging.
  • Project coding principles: changed code follows the applicable AGENTS.md layers for simplicity, readability, reproducibility, short reusable units without low-value argument-remapping wrappers, guard clauses or early return/yield/continue, project docstring-style detection, concise purpose docstrings, and inline comments only for non-trivial implementation blocks.
  • Security, data, ML, CI/CD, or release risks signaled by T0.
  • Documentation or migration gaps caused by behavior/API changes.

04: T2 risk-routed specialist fan-out. Route independent review from explicit behavior signals, not the file-count tier alone

Always write <run-directory>/review-routing.json: schema_version=1; declared risk tier; validator-derived mechanical_risk_tier/mechanical_risk_evidence; every exact boolean signal below; non-empty signal_evidence for each true/false decision; sorted triggered_roles; non-empty trigger_reasons only for triggered roles. Declared tier cannot be below mechanical file/line, binary-size, config/dependency, CI, migration, or security-path evidence. Mechanically detected test, docs, data/tensor, CI, and security paths force matching signals true. Always write <run-directory>/specialist-manifest.json, with empty passes when no role triggers. Never add untriggered manifest roles.

Required routing signals:

  • QA risk: behavior_change, bug_fix, test_or_error_path, data_tensor_boundary.
  • Challenge risk: high_candidate, unresolved_material_assumption, material_no_finding, explicit_adversarial.
  • Conditional axes: axis_solution_architect, axis_security_auditor, axis_data_steward, axis_cicd_steward, axis_linting_expert, axis_doc_scribe, axis_oss_shepherd, axis_squeezer, axis_scientist, axis_web_explorer.

Routing rules:

  • TRIVIAL: no automatic QA/challenger pass; conditional axes may trigger.
  • LOCAL: QA only for QA-risk; challenger only for challenge-risk. File-count-only LOCAL triggers neither.
  • BROAD and HIGH_RISK: always real QA and challenger passes.
  • Conditional role only when matching axis_<role> signal is true.

Create <run-directory>/specialists and one markdown output per triggered spawned/substituted pass. Apply ../../shared/specialist-orchestration.md. Before each pass, write narrow <run-directory>/specialists/<role>-context.md: objective, axis, relevant evidence, excluded noise, concrete questions, output contract, stop rule. Never give every specialist whole PR/repository. Parent owns final severity, duplicate merge, conflict resolution, decision.

For spawned attempt, hash completed context before spawn; task name review_<role_with_underscores>_<first_12_context_sha256>_a<attempt>. Record full agent path. This binds runtime child identity to role, context artifact, and attempt even when rollout schema leaves agent_role null. Runtime encrypts actual inter-agent payload: do not claim cryptographic proof plaintext exactly equals saved context; record residual limit in confidence metadata.

Compute SHA-256 for diff.patch and every context pack. Require exact first specialist line (replace placeholders):

<!-- codex-review-provenance role=<role> run=<review_run_id> input=<review_input_sha256> context=<context_sha256> attempt=<n> -->

Routed specialist axes:

  • qa-specialist: tests, edges, regressions, tensor/data boundaries.
  • challenger: adversarial assumptions, high findings, migration/API risks, material no-finding conclusions.
  • Conditional roles: solution-architect, security-auditor, data-steward, cicd-steward, linting-expert, doc-scribe, oss-shepherd, squeezer, scientist, and web-explorer cover named domains.

Use runtime-provided subagents when independence materially helps and follow the portable route order in the shared orchestration policy. A built-in/default child receives the exact canonical role card before its context pack. It may count as independent only when it has a separate child identity/output and the artifact records the card hash, route, actual model, and observed controls. If no safe subagent route exists, write a labeled in-main substitute for each triggered role and set fanout_substituted=true. Substitution lowers confidence and never satisfies independence for critical findings.

specialist-manifest.json uses schema version 2: review_run_id, parent_thread_id=$CODEX_THREAD_ID, review_input_sha256, triggered passes only. Each spawn records role-card hash, route, attempted routes, fallback reason, requested and observed controls, parent spawn event ID, child thread ID/path, turn ID, actual model/effort, context/output paths/hashes, status, and transient error type when applicable. selected_attempt identifies completed output. Validator checks hash-derived child name, parent spawn, child linkage, actual model/effort, final child message, hashes, and provenance header against Codex rollout logs.

At most two attempts/role. Retry only timeout, transport_error, or rate_limited; never retry deterministic findings, validation failures, completed work. Preserve completed outputs/context. Checkpoint is evidence only, never completed output/provenance replacement.

BROAD/HIGH_RISK pass only with real independent QA/challenger outputs. Set independence_required=true only when QA/challenger risk-triggered; set independence_satisfied=true only when every triggered required role has validated spawned provenance. If either output unavailable, fail/timeout with independence_satisfied=false and needs-independent-review. Risk-triggered LOCAL may pass with explicit substitutes only if every triggered axis is covered and confidence is reduced.

05: Cross-check every blocking finding against surrounding context and existing project patterns before reporting it. Critical/blocking findings require an independent second pass when feasible; if unconfirmed, downgrade or mark the evidence gap explicitly

06: Write <run-directory>/review-notes.md

Required sections:

  • Decision Summary
  • Scope
  • Risk Tier
  • Files Inspected
  • Specialist Passes
  • Specialist Manifest
  • Findings
  • No-Finding Residual Risks
  • Confidence Gaps
  • Confidence Calibration
  • Online Review Triage for scope=pr

07: Run shared quality gates

Inspect python PLUGIN_ROOT/shared/run_gates.py --help; run every project-relevant review gate with explicit command/skip reason.

08: Classify findings using ../../shared/severity-map.md

09: Compute the structured review decision and update Decision Summary

Use exactly one recommendation:

  • accept-as-is: no findings; required gates passed/not applicable; residual risks explicitly low.
  • minor-changes: only non-blocking low/medium findings or polish remain.
  • needs-more-work: high findings, missing tests/evidence, failed relevant gates, or unresolved review-risk gaps.
  • reject: critical findings, unsafe behavior, security/data-loss risk, or change should not merge as-is.
  • not-aligned: change does not address requested issue, PR intent, migration contract, or project direction despite mechanical soundness.

Decision Summary must include:

  • Recommendation: exact value above
  • Summary: 1-3 sentences covering outcome
  • Rationale: why recommendation follows from findings, gates, scope
  • Blocking findings: critical/high items or none
  • Minor changes: medium/low items or none
  • Required next work: pre-merge work or none
  • Confidence: score plus key gaps

10: Run confidence calibration and recovery before any user-facing output

Before final chat/result.json, write Confidence Calibration in review-notes.md; mirror in CODE_REVIEW_METADATA.confidence_recovery.

Required confidence calibration content:

  • Initial Confidence: starting score and concrete uncertainty sources.
  • Objective Evidence: inspected changed files; PR/local artifacts; tests/checks; specialist outputs; pattern cross-checks.
  • Confidence Gaps: missing checks, substituted specialists, unresolved PR evidence, unverified assumptions, unavailable source context.
  • Recovery Actions: loops to raise confidence: read more code, check nearby patterns, run focused commands, add specialists, narrow claims, downgrade unsupported findings.
  • Recomputed Confidence: final score and supporting evidence.
  • Remaining Limits: residual uncertainty; acceptable or blocking.

Shared confidence policy:

Apply shared confidence band policy from ../../shared/quality-gates.md. Record required evidence in Confidence Calibration; mirror it in CODE_REVIEW_METADATA.confidence_recovery before output.

Confidence must be honest/objectively verifiable. Never raise it to pass a gate; improve evidence, narrow claims, or fail with named gap.

11: If no findings are present, state that explicitly and note residual risks from T0 classification and any substituted specialist passes

12: Write and validate the mandatory result artifact

Follow ../../shared/helper-cli-contract.md and authoritative help. Write with CODE_REVIEW_METADATA and FOLLOW_UP; run review-specific validator before shared validator for code-review; promote only candidate accepted by both.

CODE_REVIEW_METADATA.specialist_passes mirrors every triggered specialist-manifest.json entry; review_run_id/review_input_sha256 mirror top-level values. CODE_REVIEW_METADATA.scope matches normalized scope. CODE_REVIEW_METADATA.review_decision mirrors Decision Summary recommendation, summary, rationale. CODE_REVIEW_METADATA.confidence_recovery mirrors Confidence Calibration and includes initial_confidence, final_confidence, status, evidence, recovery_actions, remaining_limits. CODE_REVIEW_METADATA.confidence_gap_closures has one closure per non-empty confidence_gaps, with status=closed|unresolved|deferred and matching evidence/rationale.

Fail-fast Rules

  1. Empty files.txt and untracked.txt with no explicit target => fail.
  2. Shared gate or diff collection script missing => fail.
  3. Result artifact missing => fail.
  4. Review that skips changed-file inspection => fail.
  5. Blocking finding without local evidence or pattern check => fail.
  6. Missing T0 scope classification => fail.
  7. Routing signals, triggered roles, manifest roles, and specialist files disagree => fail.
  8. Triggered axis without spawned/explicit substitute output => fail.
  9. Missing review routing or schema-v2 specialist manifest => fail.
  10. BROAD or HIGH_RISK review returning status=pass with substituted required specialists => fail.
  11. Result artifact validator failure => fail.
  12. Missing review-notes.md sections => fail.
  13. PR scope without pr.json, pr-routing.json, remote-selection.json, target-branch.json, local-checkout.json, diff.patch, comments.json, reviews.json, review-threads.json, unresolved-review-threads.json, and online-review-summary.json => fail.
  14. PR scope ignores unresolved online reviews without triage => fail.
  15. Missing structured review decision summary or invalid recommendation => fail.
  16. PR scope uses curl, raw.githubusercontent.com, or copied head-files/ snapshots for source inspection instead of local checkout => fail.
  17. PR scope runs git/gh with --force before explicit user confirmation and overwrite-risk explanation => fail.
  18. Missing Confidence Calibration, metadata.confidence_recovery, or metadata.confidence_gap_closures => fail.
  19. Shared confidence policy violation from ../../shared/quality-gates.md => fail.
  20. Spawned specialist lacks validated parent/child rollout provenance, hashes, or exact output binding => fail.
  21. More than two attempts or retry after non-transient outcome => fail.

Quality Gates

Required checks:

  • review: T0 files, risk tier, local changed-file inspection, simplicity/readability/reproducibility inspection, project docstring-style detection, docstring/comment policy inspection for changed code, PR target-branch refresh/checkout evidence when relevant, specialist manifest/notes, structured decision summary, confidence calibration/recovery, PR online-review triage, severity map, git diff --check.

Conditional checks:

  • lint/format/types/tests: run/inspect available results when needed to validate finding.
  • calibration: run when reviewing native skill/agent/config behavior.

Calibration Hooks

Update calibration when review routing, severity discipline, decision vocabulary, or output shape changes:

  • benchmark patterns: code-review
  • behavioral cases: false blocker, missing specialist pass, no-finding residual risk, substituted fan-out confidence, PR online review triage, missing project docstring-style detection, missing code self-documentation, long code blocks, deep branching, docstrings masking poor structure, low-confidence recovery loop, objective confidence evidence
  • PR routing cases: target-branch refresh required, local checkout required, stale local PR branch, raw-file snapshot rejection

Output Contract

Use shared gate schema from ../../shared/quality-gates.md.

Final chat starts compact Review Decision Summary: recommendation, blockers, required next work, confidence/material limits, artifact path. Keep full routing, recovery, closure evidence in artifact, not chat. Recommendation must be accept-as-is, minor-changes, needs-more-work, reject, or not-aligned.

Minimum artifact payload template: result-template.json.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.