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Code Review Skill · smallnest | DecimalAI

Registry skillby smallnest

Code Review Skill

smallnest/code-review

Source smallnest/langgraphgo ↗License MIT

Frontend-focused code review skill for React/TypeScript/Tailwind projects. Analyzes code quality, security vulnerabilities (XSS, CSRF), performance issues, accessibility (WCAG), React best practices, hooks usage, component architecture, responsive design, and SEO.

SkillScore100Maintained

Automatic

Coding pack

Last verified 8/24/2026

What it changes

Passed 22 of 22 test cases with the skill, and 19 of 22 without it.

Without skill86%

With skill100%

Checks it passed that the model alone missed

Provides a code example illustrating the array map refactoring.
Evaluates whether the login authentication fix operates correctly.
Recommends reviewing core logic prior to detailed line-by-line inspection.

3 fixed19 passed either way0 still failing0 broke

Pass-rate lift: +14 pp
Tokens: +82%
Agent turns: 0%
Response time: -2%

Model gemini-3.6-flashMeasured 8/24/2026v222 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/smallnest-code-review/SKILL.md https://app.decimal.ai/s/smallnest-code-review/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add smallnest-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/smallnest-code-review/ and pins it in .decimal/skills.lock

decimalai skills add smallnest-code-review

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

A draft review comment states: 'You wrote this calculation function way too complex and sloppy, you clearly don't understand array map methods.' Rephrase this review comment into constructive feedback.

What was checked, without and with the skill
Checked	Without skill	With skill
Rephrases the review comment to address the code implementation rather than the developer.	Passed	Passed
Provides a code example illustrating the array map refactoring.	Missed	Passed

case-09 · gemini-3.6-flash · 8/24/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md180 linessingle file

Code Review Skill

Overview

这个Skill提供了专业的代码审查指导，帮助进行全面、高质量的代码审查。当用户请求代码审查、上传代码文件寻求反馈，或询问代码改进建议时，Claude会使用此Skill来提供系统化的审查和建设性的反馈。

审查流程

第一步：理解上下文

在开始审查前，确保理解：

代码目的：这段代码要实现什么功能？
变更范围：修改了哪些部分？为什么修改？
业务背景：相关的需求或用户故事是什么？
技术栈：使用的语言、框架和工具

第二步：结构化审查

按照以下优先级进行审查：

🔴 高优先级（必须检查）

功能正确性：代码是否实现了预期功能？
安全性：是否存在安全漏洞？
严重Bug：是否有逻辑错误或可能导致崩溃的问题？

🟡 中优先级（强烈建议）

性能：是否存在性能瓶颈？
测试覆盖：是否有足够的测试？
错误处理：异常情况是否妥善处理？
架构设计：设计是否合理、可扩展？

🟢 低优先级（建议改进）

代码质量：命名、格式、注释是否清晰？
文档：是否有必要的文档说明？
最佳实践：是否遵循行业和项目规范？

第三步：提供反馈

使用建设性的方式提供反馈：

标注问题严重程度（🔴 必须修复、🟡 强烈建议、🟢 建议、💡 可选）
说明问题的影响和原因
提供具体的改进建议和示例代码
认可好的实践

Track record

Benchmark

22 / 22

test cases passed, vs 19 / 22 without

Adoption

Users: 3
Times used: 39

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

smallnest / langgraphgo

testdata/skills/code-review/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v2

Other skills for the same job

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

aiskillstore/code-review-standardsCode review framework and criteria. References security-sentinel for security checks. Use when performing code reviews or defining review standards.Close match+36 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

Overview

审查流程

第一步：理解上下文

第二步：结构化审查

🔴 高优先级（必须检查）

🟡 中优先级（强烈建议）

🟢 低优先级（建议改进）

第三步：提供反馈

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills