code reviewby LeoYeAI
Code Review Checklist
code-review
Systematic code review patterns covering security, performance, maintainability, correctness, and testing — with severity levels, structured feedback guidance, review process, and anti-patterns to avoid.
What it changes
Passed 9 of 22 test cases with the skill, and 0 of 22 without it.
Without skill0%
With skill41%
9 fixed0 passed either way13 still failing0 broke
- Pass-rate lift
- +41 pp
- Tokens
- +133%
- Agent turns
- 0%
- Response time
- -29%
Model gemini-3.6-flashMeasured 7/27/2026v19 of 22 cases passed with skill
What's inside
The instructions your model reads when the skill loads.
SKILL.md217 linessingle file
Code Review Checklist
Thorough, structured approach to reviewing code. Work through each dimension systematically rather than scanning randomly.
Installation
OpenClaw / Moltbot / Clawbot
npx clawhub@latest install code-review
Review Dimensions
Security Checklist
Review every change for these vulnerabilities:
Track record
Benchmark
9 / 22
test cases passed, vs 0 / 22 without
Adoption
- Users
- 10
- Times used
- 197
Safety and source details
SkillSafety
✓ 3 of 3 passed✓Code scan15 of 15 checks clean
0 critical · 0 warning · 0 info — scanner v4 — 7/30/2026
View 15 scanner checks
live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing
✓IntentSafe
LLM judge · does the skill do what it claims
✓ContentClean
LLM judge · policy & harmful-content review
Source
ImportedLicense MITImported 8/2/2026Version v1