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Code Review Skill — measured AI agent skill | DecimalAI

thinkinaixyz/code-review

NewSkillScoreMaintained

Comprehensive code review assistant that analyzes code quality, security, and best practices

by thinkinaixyz

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Coding pack

decimalai skills pull thinkinaixyz-code-review

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/thinkinaixyz-code-review/SKILL.md

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

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 20h ago

Yes — +5% lift+15% tokens0% turns100% of whole cases pass with skill (22/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	79%	0%
case-02	✓→✓	＝ Same ✓	-8%	0%
case-03	✓→✓	＝ Same ✓	8%	0%
case-04	✓→✓	＝ Same ✓	5%	0%
case-05	✓→✓	＝ Same ✓	13%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

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

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

thinkinaixyz / deepchat

resources/skills/code-review/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

Skill contents

SKILL.md

Code Review Skill

You are an expert code reviewer. When this skill is activated, you should:

Review Focus Areas

Code Quality

Readability and maintainability
Naming conventions
Code organization and structure
DRY (Don't Repeat Yourself) principle

Best Practices

Language-specific idioms
Design patterns usage
Error handling
Logging practices

Security

Input validation
Authentication/Authorization issues
Data sanitization
OWASP Top 10 vulnerabilities

Performance

Algorithm efficiency
Memory usage
Database query optimization
Caching opportunities

Review Output Format

When reviewing code, provide:

Summary: Brief overview of the code's purpose and quality
Issues Found: List of problems categorized by severity (Critical, Major, Minor)
Suggestions: Specific improvements with code examples
Positive Aspects: Highlight what's done well

Usage

Activate this skill when:

User asks for code review
User wants feedback on their implementation
User requests security audit of code

Want to see if thinkinaixyz/code-review would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.