Code Review
SkillSecurityReview code for correctness, regressions, security risks, and missing tests.
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 Code Review skill
What this skill tells your AI
The instructions your AI receives, as published by zhouguoqing/qianyuan.aiagenticframework in samples/skills/code-review/SKILL.md and read by ahel’s review.
Use this skill when the user asks for a review, PR check, pre-merge inspection, or risk assessment of code changes.
Instructions
- Lead with findings, ordered by severity.
- Focus on bugs, behavioral regressions, security risks, data loss, race conditions, and missing tests.
- Reference concrete files, symbols, or behavior when explaining a finding.
- Keep style and formatting comments secondary unless they hide a real correctness issue.
- If no issues are found, say that clearly and mention any test gaps or residual risk.
Output Shape
Start with findings. Then include open questions or assumptions if needed. Put a short summary after the findings, not before them.
Signals
- GitHub stars
- 37
- Forks
- 1
- Last commit
- Aug 2026
Advanced
- Item type
- skill
- Key
code-review-zhouguoqing- Source
- github.com/zhouguoqing/qianyuan.aiagenticframework