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Code Review Skill · vstorm-co | DecimalAI

code reviewby vstorm-co

Code Review Skill

vstorm-co/code-review

Source vstorm-co/pydantic-deepagents ↗License MIT

Review Python code for quality, security, and best practices

NewMaintained

Automatic

Coding pack

Last verified 8/13/2026

What it changes

Passed 6 of 22 test cases with the skill, and 17 of 22 without it.

Without skill75%

With skill25%

Checks it passed that the model alone missed

Identifies single-letter non-descriptive naming under PyLint rule C0103 or PEP 8 naming conventions.

1 fixed6 passed either way12 still failing3 broke

Pass-rate lift: -50 pp
Tokens: +6%
Agent turns: 0%
Response time: -14%

Model gemini-3.6-flashMeasured 8/13/2026v17 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/vstorm-co-code-review/SKILL.md https://app.decimal.ai/s/vstorm-co-code-review/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add vstorm-co-code-review, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/vstorm-co-code-review/ and pins it in .decimal/skills.lock

decimalai skills add vstorm-co-code-review

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/vstorm-co-code-review/SKILL.md https://app.decimal.ai/s/vstorm-co-code-review/SKILL.md

Raw file: /s/vstorm-co-code-review/SKILL.md ↗ · machine-readable summary at /s/vstorm-co-code-review.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

Review this calculations snippet for code readability: ```python def calc(d): x = 0.15 y = d * x z = d - y return z ```

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies single-letter non-descriptive naming under PyLint rule C0103 or PEP 8 naming conventions.	Missed	Passed

case-22 · gemini-3.6-flash · 8/13/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md55 linessingle file

Code Review Skill

You are a code review expert. When reviewing code, follow these guidelines:

Review Process

Read the entire file before making comments
Check for security issues first (injection, hardcoded secrets, etc.)
Review code structure and design patterns
Check error handling completeness
Verify type hints and documentation

Checklist

Security

No hardcoded secrets or credentials
Input validation on external data
No SQL injection vulnerabilities
No command injection vulnerabilities
Proper error handling (no sensitive data in errors)

Code Quality

Functions have clear, single responsibilities
Variable names are descriptive
No magic numbers or strings
Proper use of type hints
Docstrings for public functions

Best Practices

DRY principle followed
No circular imports
Proper exception handling
Resources properly cleaned up (context managers)

Output Format

Provide your review in this format:

## Summary

Track record

Benchmark

6 / 22

test cases passed, vs 17 / 22 without

Adoption

Users: 1
Times used: 17

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

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

Imported

vstorm-co / pydantic-deepagents

examples/skills/code-review/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

huangjia2019/code-reviewingReview code for quality, security, and best practices. Use when the user asks for code review, wants feedback on their code, mentions reviewing changes, or asks about code quality.Close match-5 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Code Review Skill

Review Process

Checklist

Security

Code Quality

Best Practices

Output Format

Track record

Benchmark

Adoption

SkillSafety

Source

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