Review
SkillFiles & storageLets your agent run a structured review skill on code files, diffs, PRs, or a whole repo, with severity-ranked findings and a verdict.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Review skill
About this skill
Code review: systematic single-file, parallel multi-reviewer, full-repo audit, PR diff review.
What this skill tells your AI
The instructions your AI receives, as published by notque/vexjoy-agent in skills/review/review/SKILL.md and read by ahel’s review.
Three modes. Pick one by request shape, default to systematic.
| Request matches | Mode |
|---|---|
| Review a file, diff, or PR | Systematic (default) |
| "parallel review", "multi-reviewer", "3-reviewer" | Parallel |
| "full repo review", "codebase audit", "repo health", review ALL files | Full-repo |
Deep References
| Signal | Load | Why |
|---|---|---|
| Reviewing Go code | references/go-review-patterns.md | Exports, concurrency, resources, metrics, tests |
| Dispatching Architecture reviewer in parallel mode | references/architecture-smell-baseline.md | 12 Fowler smells with language counter-examples and severity cap |
| Writing full-repo report | references/report-template.md | Report structure and field definitions |
| Dispatching full-repo wave agents | references/audit-playbook.md | 8-category checklists with evidence requirements |
| Receiving review feedback | references/receiving-feedback.md | Feedback-handling patterns |
Severity Classification
Shared across all modes. When in doubt, classify UP.
| Level | Scope | Examples |
|---|---|---|
| BLOCKING | Security, correctness, reliability | Auth bypass, race condition, resource leak, logic error, test failure |
| SHOULD FIX | Material quality, patterns, tests | Missing tests, unhelpful errors, pattern violations, N+1 in hot paths |
| SUGGESTION | Optional, stylistic | Naming preferences, comments, micro-optimizations |
Decision: security/correctness/reliability risk? -> BLOCKING. Violates patterns or creates maintenance burden? -> SHOULD FIX. Purely stylistic? -> SUGGESTION.
Verdict Rules
| Condition | Verdict |
|---|---|
| Any BLOCKING finding | REQUEST-CHANGES (or BLOCK) |
| SHOULD FIX findings, no BLOCKING | FIX before merge |
| Only SUGGESTION or clean | APPROVE |
Omit empty severity sections. Include review scope, evidence, and limitations. Validate output:
python3 scripts/validate-review-output.py --type systematic /tmp/review-output.md
Exit 0 = valid; 1 = schema errors; 2 = unparseable; 3 = missing jsonschema.
Mode 1: Systematic Review (default)
Single-reviewer, 4-phase review of a named file, diff, or PR.
Phase 1: UNDERSTAND
Read repository instructions and the complete diff. Read surrounding code to understand each changed path and its consumers. When signatures change, find all callers and interface implementations. Trace parameters to their source: query params may hold any user string; tokens may be server-issued IDs; enums have bounded values. Check validation at each caller.
Gate: Every changed path accounted for, callers traced where needed.
Phase 2: VERIFY
Run relevant tests and required repository checks. Reuse prior results only when they cover current code and environment. Check material claims in comments and PR description against code and tests. Missing tools, skipped checks, and inferred outcomes are not passes.
Gate: Claims have supporting evidence; required checks passed or the gap is recorded.
Phase 3: ASSESS
Assess risks: security (auth, validation, injection, secrets), performance (N+1, unbounded work, allocations on hot paths), architecture (conventions, compatibility, scope, unnecessary abstractions). For extracted helpers, recheck contract and callers.
Gate: Relevant risks and remaining uncertainty are explicit.
Phase 3.5: VERIFY FINDINGS
Before reporting, check each finding's input sequence, existing guards, and proposed fix. Drop unreachable or already-handled claims. Deduplicate when combining reviews; resolve severity from evidence.
Phase 4: DOCUMENT
Review Summary:
Files Reviewed: N | Lines Changed: +X/-Y
Test Status: PASS | FAIL | SKIPPED
Risk Level: LOW | MEDIUM | HIGH | CRITICAL
BLOCKING:
1. Issue and consequence — path/file.ext:42
SHOULD FIX:
1. Issue and consequence — path/file.ext:52
SUGGESTIONS:
1. Optional improvement — path/file.ext:62
Verdict: APPROVE | REQUEST-CHANGES | NEEDS-DISCUSSION
Rationale: Evidence, scope, and limitations.
Mode 2: Parallel Review
Three concurrent reviewers, then aggregate.
Step 1: Scope
Identify the diff or files. Record the reviewed revision.
git diff --name-only HEAD
gh pr view --json files -q '.files[].path'
Select Architecture reviewer by language: Go -> golang-general-engineer; Python -> python-general-engineer; TypeScript -> typescript-frontend-engineer; mixed -> Explore.
Step 2: Dispatch
Dispatch three reviewers together. Read-only; no code edits.
| Reviewer | Focus |
|---|---|
| Security | Auth, authorization, input validation, secrets, OWASP |
| Business Logic | Requirements, edge cases, state transitions, failure modes |
| Architecture | Design, structure, performance, maintainability, scope |
Pass references/architecture-smell-baseline.md verbatim to the Architecture reviewer. Require [Reviewer] file:line format with severity and consequence.
Step 3: Aggregate and Verdict
Deduplicate findings, resolve severity disagreements from evidence. Apply shared verdict rules. Output a single combined report with severity matrix, combined findings, and recommendation.
Gate: Every reviewer returned, or missing coverage is explicitly stated without claiming approval.
Mode 3: Full-Repo Review
All source files through a 4-wave comprehensive review. Produces a prioritized backlog, not auto-fixes. Use for quarterly health checks, post-refactor audits, or new codebase onboarding.
Options: --directory [dir] (scope to one dir), --skip-precheck, --min-severity [level].
Step 1: Discover and Pre-check
Scan all source files (scripts/, hooks/, skills/, agents/, docs/). Never fall back to git diff.
python3 ~/.claude/scripts/score-component.py --all-agents --all-skills --json
Save scores as triage context. A score alone never determines severity.
Step 2: Run Comprehensive Review
Call comprehensive-review with --review-only and the full file list. Run all 4 waves (0-3). Load references/audit-playbook.md as prompt context for wave agents.
Step 3: Report
Merge deterministic scores with LLM findings. Identify systemic patterns (3+ files). Write full-repo-review-report.md using references/report-template.md.
Gate: Report exists with severity sections and deterministic scores.
Error Handling
| Error | Solution |
|---|---|
| Reviewer times out or returns nothing | Report partial findings, note gap, retry on reduced scope |
| Validator script missing | Run review without validation, note gap in verdict |
| score-component.py fails | Proceed with LLM review only, note gap in report |
| Too many files for single session | Split by directory: scripts/, hooks/, agents/, skills/ |
Signals
- GitHub stars
- 425
- Forks
- 46
- Last commit
- Sep 2026
- Hacker News mentions
- 20
Advanced
- Catalog kind
- skill
- Key
review-notque- Source
- github.com/notque/vexjoy-agent