Skills by job · page 35

Coding & review skills

2,081 audited skills for coding & review: 1,590 SAFE, 386 CAUTION, 105 BLOCK. Review diffs, enforce conventions, write and refactor code in a language or framework.

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ModelsAtlas. “Coding & review skills”. Retrieved 29 Oct 2026. https://modelsatlas.com/skills/topic/coding/page/35
2,081 coding & review skills · page 35 of 87 · ranked by trust score, then stars

Python Architecture

microsoft/apm

✓SAFE B

Activate when creating new modules, refactoring class hierarchies, introducing design patterns, or making changes spanning 3+ files in the APM CLI codebase.

★ 4k89/100

Skill Review

sanyuan0704/sanyuan-skills

✓SAFE B

Quality review and audit for Claude Code skills. Analyzes skill structure, description quality, workflow design, token efficiency, and anti-patterns against best practices. Use when user wants to review a skill, audit a…

★ 4k89/100

Code Review Expert

sanyuan0704/code-review-expert

✓SAFE B

Expert code review of current git changes with a senior engineer lens. Detects SOLID violations, security risks, and proposes actionable improvements.

★ 4k89/100

Notfair Portfolio Review

nowork-studio/NotFair

✓SAFE B

Open-source SEO, GEO, and marketing skills for AI agents.

★ 3.9k89/100

Notfair Weekly Review

nowork-studio/NotFair

✓SAFE B

Open-source SEO, GEO, and marketing skills for AI agents.

★ 3.9k89/100

Use Modern Go

jetbrains/go-modern-guidelines

✓SAFE B

Use the Modern Go Guidelines CLI whenever writing, modifying, fixing, or refactoring Go code. Apply its version-specific guidance to generated changes.

★ 3.9k89/100

Lean Ctx

yvgude/lean-ctx

✓SAFE B

Pick the right lean-ctx tool for reading, searching, understanding and running code with fewer tokens and fewer round trips. Use when lean-ctx MCP tools (ctx_*) are available or when a command output, file read or…

★ 3.9k89/100

Templates

yvgude/lean-ctx

✓SAFE B

Pick the right lean-ctx tool for reading, searching, understanding and running code with fewer tokens and fewer round trips. Use when lean-ctx MCP tools (ctx_*) are available or when a command output, file read or…

★ 3.9k89/100

Brainstorming

xintaofei/codeg

✓SAFE B

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

★ 3.9k89/100

Dispatching Parallel Agents

xintaofei/codeg

✓SAFE B

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

★ 3.9k89/100

Executing Plans

xintaofei/codeg

✓SAFE B

Use when you have a written implementation plan to execute in a separate session with review checkpoints

★ 3.9k89/100

Finishing A Development Branch

xintaofei/codeg

✓SAFE B

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work

★ 3.9k89/100

Receiving Code Review

xintaofei/codeg

✓SAFE B

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind…

★ 3.9k89/100

Requesting Code Review

xintaofei/codeg

✓SAFE B

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

★ 3.9k89/100

Subagent Driven Development

xintaofei/codeg

✓SAFE B

Use when executing implementation plans with independent tasks in the current session

★ 3.9k89/100

Systematic Debugging

xintaofei/codeg

✓SAFE B

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

★ 3.9k89/100

Test Driven Development

xintaofei/codeg

✓SAFE B

Use when implementing any feature or bugfix, before writing implementation code

★ 3.9k89/100

Using Git Worktrees

xintaofei/codeg

✓SAFE B

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback

★ 3.9k89/100

Using Superpowers

xintaofei/codeg

✓SAFE B

Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions

★ 3.9k89/100

Verification Before Completion

xintaofei/codeg

✓SAFE B

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions…

★ 3.9k89/100

Writing Plans

xintaofei/codeg

✓SAFE B

Use when you have a spec or requirements for a multi-step task, before touching code

★ 3.9k89/100

Writing Skills

xintaofei/codeg

✓SAFE B

Use when creating new skills, editing existing skills, or verifying skills work before deployment

★ 3.9k89/100

Cuopt Install

nvidia/skills

✓SAFE B

Install cuOpt for Python, C, or server via pip, conda, or Docker; verify the install. For building cuOpt from source, see cuopt-developer.

★ 3.8k89/100

Cuopt Developer

nvidia/skills

✓SAFE B

Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI). Use for solver internals, PRs, DCO, and code conventions.

★ 3.8k89/100