Install any skill in seconds. Free to start, no credit card required.
Get Started Free →shareai-lab/code-review
Perform thorough code reviews with security, performance, and maintainability analysis.
Passed 21 of 22 test cases with the skill, and 18 of 22 without it.
3 fixed18 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
A developer claims that running flake8 is sufficient for identifying AST-level Python security vulnerabilities like insecure deserialization or unsafe temp files during PR reviews. What dedicated Python security scanner should be used instead?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends bandit for Python security scanning | Passed | Passed |
| Includes the -r flag for recursive directory scanning | Missed | Passed |
The instructions your model reads when the skill loads.
You now have expertise in conducting comprehensive code reviews. Follow this structured approach:
Check for:
npm audit, pip-audit)# Quick security scans
npm audit # Node.js
pip-audit # Python
cargo audit # Rust
grep -r "password\|secret\|api_key" --include="*.py" --include="*.js"
Check for:
Check for:
test cases passed, vs 18 / 22 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.