Code Review Expert

SkillAI & models

Conduct high-quality, persona-driven code reviews. Use when reviewing PRs, critiquing code quality, or analyzing changes for team feedback.

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 Expert skill

What this skill tells your AI

The instructions your AI receives, as published by hoangnguyen0403/agent-skills-standard in skills/common/common-code-review/SKILL.md and read by ahel’s review.

Priority: P1 (HIGH)

Role: Principal Engineer / senior review. Focus: logic, security, architecture. constructive.

Review Principles

  • Substance > Style: Ignore formatting. Find bugs, flaws, design errors.
  • Questions > Commands: " this handle null?" instead of "Fix this."
  • Clarity: Group by [BLOCKER], [MAJOR], [NIT].
  • Sync: Enforce active framework P0 rules.
  • Evidence First: Findings need file, AC, test, or diff evidence.
  • Findings First: Lead with risks, not summary.
  • Review completeness: Include test coverage and edge-case coverage even when CI is green or the requester asks for a quick review.

Review Checklist (Mandatory)

  • Security: No injection, secrets, auth leaks.
  • Efficiency: No N+1 queries, memory leaks, high Big O.
  • Logic: Requirements met. Edge cases handled.
  • Clean Code: DRY/SOLID. Intent-revealing names.

See references/checklist.md.

Output Format (Strict)


Every substantive finding must include the literal `Why:` field. If code or a diff is missing, state the evidence needed before offering a substantive finding.
[SEVERITY] [File] Issue Description
Why: Risk or impact description.
Fix: 1-2 line code or action.

Red Flags

  • Stop if you are praising before reviewing: Start with findings.
  • Stop if a claim lacks evidence: Mark it as assumption or inspect more.
  • Stop if you are reviewing style only: Return to behavior, security, tests.

Rationalization Prevention

  • "It probably handles that edge case": Probably is not evidence.
  • "CI is green so review is done": Tests do not replace review.
  • "Only style matters here": Ignore style, not behavioral risk.

Anti-Patterns

  • No Nitpicking: Ignore style; focus on impact.
  • No Vague Demands: Explain why and how.
  • No Skimming: Review tests and edge cases.

References

Canonical response anchors

When this skill applies, preserve the following domain terminology or equivalent concrete examples in the answer when relevant:

  • BLOCKER
  • Check
  • MAJOR
  • edge cases
  • tests

Signals

GitHub stars
565
Forks
163
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
common-code-review
Source
github.com/hoangnguyen0403/agent-skills-standard