Skills by job

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 28 Oct 2026. https://modelsatlas.com/skills/topic/coding

Verdicts across these 2,081 skills

✓SAFE1,590!CAUTION386✕BLOCK105
2,081 coding & review skills · page 1 of 87 · ranked by trust score, then stars

Using Git Worktrees

obra/superpowers

✓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

★ 307k89/100

Test Driven Development

obra/superpowers

✓SAFE B

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

★ 306k89/100

Systematic Debugging

obra/superpowers

✓SAFE B

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

★ 306k89/100

Subagent Driven Development

obra/superpowers

✓SAFE B

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

★ 306k89/100

Requesting Code Review

obra/superpowers

✓SAFE B

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

★ 305k89/100

Code Review

mattpocock/skills

✓SAFE B

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating…

★ 305k89/100

Receiving Code Review

obra/superpowers

✓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…

★ 305k89/100

Finishing A Development Branch

obra/superpowers

✓SAFE B

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

★ 304k89/100

Executing Plans

obra/superpowers

✓SAFE B

Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available

★ 303k89/100

Dispatching Parallel Agents

obra/superpowers

✓SAFE B

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

★ 303k89/100

Brainstorming

obra/superpowers

✓SAFE B

You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).

★ 303k89/100

Config Gc

affaan-m/everything-claude-code

✓SAFE B

Garbage collection for your Claude Code configuration. Periodically scans ~/.claude (skills, memory, hooks, permissions, MCP servers, caches) for redundant, stale, orphaned, or low-value items, then walks the user…

★ 291k89/100

Competitive Report Structure

affaan-m/everything-claude-code

✓SAFE B

Assemble scored competitor profile cards (from benchmark-methodology) into a decision-grade competitive report with landscape map, competitor tiers, benchmarking matrix, white-space analysis, strategic recommendations,…

★ 291k89/100

Competitive Platform Analysis

affaan-m/everything-claude-code

✓SAFE B

Use when scoping a competitive landscape — identifying, categorising, and score-filtering a competitor set before any benchmarking begins. Decides who counts as a competitor, which tier they belong to, and which sources…

★ 290k89/100

Coding Standards

affaan-m/everything-claude-code

✓SAFE B

Baseline cross-project coding conventions for naming, readability, immutability, and code-quality review. Use detailed frontend or backend skills for framework-specific patterns. Use when reviewing code quality or…

★ 290k89/100

Codehealth Mcp

affaan-m/everything-claude-code

✓SAFE B

Real-time structural Code Health via CodeScene MCP — review before edits, verify score deltas after changes, gate commits and PRs. Use when reviewing code quality, refactoring, checking if AI changes degraded a file, or…

★ 289k89/100

Clickhouse Io

affaan-m/everything-claude-code

✓SAFE B

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads. Use when writing ClickHouse schemas or queries, or when an analytical query is…

★ 289k89/100

Brand Discovery

affaan-m/everything-claude-code

✓SAFE B

Run a structured, resumable multi-session brand identity interview across 8 modules (purpose, positioning, audience, personality, voice, narrative, founder tension) using laddering, 5 Whys, and projective techniques,…

★ 287k89/100

Benchmark Methodology

affaan-m/everything-claude-code

✓SAFE B

Score a scoped competitor set into comparable profile cards: nine weighted dimensions (positioning, voice, visual craft, offer packaging, evidence, enterprise-readiness, thought leadership, pricing, client tension) with…

★ 286k89/100

Backend Patterns

affaan-m/everything-claude-code

✓SAFE B

Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes. Use when building or reviewing Node.js, Express, or Next.js API routes and…

★ 285k89/100

Agent Self Evaluation

affaan-m/everything-claude-code

✓SAFE B

Use after completing any non-trivial task. The agent self-rates its output on 5 axes — accuracy, completeness, clarity, actionability, conciseness — with concrete evidence per criterion. Produces a structured 1-5…

★ 284k89/100

Rust Patterns

affaan-m/ECC

✓SAFE B

慣用的なRustパターン、所有権、エラー処理、トレイト、並行処理、および安全で高性能なアプリケーションを構築するためのベストプラクティス。

★ 265k89/100

Rust Testing

affaan-m/ECC

✓SAFE B

単体テスト、統合テスト、非同期テスト、プロパティベーステスト、モック、カバレッジを含むRustテストパターン。TDD方法論に従う。

★ 265k89/100

Scientific Thinking Literature Review

affaan-m/ECC

✓SAFE B

学術、生物医学、技術、科学的なトピックに対するシステマティックな文献レビューワークフロー。検索計画、ソースのスクリーニング、統合、引用確認、証拠ログを含む。

★ 265k89/100

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Questions about coding & review skills

What counts as a coding & review skill?
A skill is listed here when its repository's GitHub topics or its own name point to coding & review. The grouping is ours, kept by hand, not the author's: a skill can sit under several jobs, and one with no matching signal sits under none.
Are coding & review skills safe?
1,590 of these 2,081 skills (76%) are SAFE, 386 CAUTION and 105 BLOCK; 141 have at least one critical or high finding. Read the findings on a skill's page before you install it.
How is this list ranked?
By trust score first, then GitHub stars. A star count is the repository's, so several skills from one repository share it.

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