Code Review

SkillDev tools

Use this skill when you need a risk-driven code review of a PR/diff with severity-ranked findings and actionable fixes; triggers include code review, PR review, and 代码审查.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Code Review skill

What this skill tells your AI

The instructions your AI receives, as published by naodeng/awesome-qa-skills in skills/en/testing-types/code-review/SKILL.md and read by ahel’s review.

Chinese version: See the corresponding Chinese skill.

When to Use

  • Need to review a PR / diff / commit and catch logic, security, financial-loss, or maintainability risks before merge.
  • Need a P0/P1/P2-ranked report with locations and actionable fix guidance.
  • Need a QA / engineering-quality lens beyond author self-review.

Workflow

  1. Read and follow the main prompt listed under Progressive disclosure (coverage, structure, quality bar).
  2. Before reviewing, confirm both an identifiable code version and its reviewable changes; if either is missing, return a blocked result and request the exact material.
  3. Add only project context that changes the result: change scope, business goal, stack, upstream/downstream deps, known risks, team norms.
  4. Treat role reports as optional, source-identified context; use Product and UI/UX reports only when this change touches their concerns.
  5. Default to Markdown; switch formats only when the user asks.

Core Constraints

  • Risk-driven: prioritize production failures, financial loss, security, and core maintainability — not naming/indent noise.
  • Evidence-based: prefer file path, line, or snippet plus trigger path and impact for each finding.
  • Two gates: require both identifiable code version (for example repository + PR / commit / branch / tag / revision) and reviewable change (for example diff/patch, changed-file contents, or an accessible base-to-head range). Code identity, change content, and role reports cannot substitute for one another.
  • If either gate is missing, explicitly return status: blocked and distinguish missing_code_identity from missing_reviewable_change; do not claim review completion, recommend merge, or invent code findings.
  • Role reports are optional. When using them, retain source_role. Product reports may add business-rule, state-flow, or acceptance context; UI/UX reports may add UI-state, feedback, responsive, or accessibility context only when relevant. Never present a role view as code fact.
  • Strict severity: P0 blocks merge, P1 should fix this iteration, P2 can be tech debt.
  • Separate confirmed facts from assumptions; do not invent endpoints, fields, environments, or root causes the user did not provide.
  • Critique the code, not the author; respect the current stack — do not demand framework/architecture rewrites without authorization.
  • Keep output executable: every finding needs a fix direction or before/after example.

Progressive Disclosure

  • Before producing output, read and follow prompts/code-review.md (minimum coverage, output structure, quality bar).
  • When Excel/CSV/JSON/Word is requested: read output-formats.md and honor the format.
  • When a ready-made template fits: use matching files under output-templates/.
  • For deeper review dimensions or severity rubrics: read references/review-dimensions.md.
  • For examples or calibration: read matching files under examples/.
  • For format conversion or helper checks: prefer existing scripts/ over reinventing.
  • For the shortest path: read quick-start.md.
  • For evaluating/regressing this skill: use evals/ with skill-up.

Pre-delivery Checklist

  • Followed the main prompt's output structure
  • Confirmed both code-identity and reviewable-change gates; if blocked, did not issue a completed review or merge recommendation
  • Minimum coverage focus: change summary, overall risk rating, P0/P1/P2 list, testability/observability, API/contract compatibility, fix order, residual risks and assumptions… (details in main prompt)
  • Covered the minimum checklist, or explained omissions
  • High-risk items have explicit P0/P1 severity with rationale
  • Did not invent details the user did not provide
  • Assumptions and gaps are marked

Common Pitfalls

  • Do not treat a code snippet or role report as code identity, or a PR / commit identifier as the diff; block when either gate is missing.
  • Do not activate Product or UI/UX concerns merely because a report exists; first establish relevance and retain its source.
  • Do not treat every item as equally important, or dump low-value style nits.
  • Do not skip assumptions and information gaps.
  • Do not force refactors outside the change under review.
  • Do not dump generic theory unrelated to this change.

Signals

GitHub stars
210
Forks
29
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
code-review-naodeng
Source
github.com/naodeng/awesome-qa-skills