mcpbeat

Code Review Claude Skills

2 032 code review skills from 387 authors. They read someone else's code and work through changes before those land. Half of them fit into 1 560 tokens or less — that is what one costs your context window when the agent loads it. 210 ship runnable scripts rather than instructions alone. 3 of them cannot work without an MCP server, most often rube. We also found 250 copies of these same skills sitting in other people's repositories — counted once here, not 250 times.

2 032 unique 387 authors 1 262 updated this month 280 from vendors

1 560
tokens, median
what a typical one costs in context
210
ship scripts
code that runs, not instructions alone
3
need a server
most often rube
250
copies elsewhere
counted once here, not once per repository

1 009–1 056 of 2 032

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Codex Review
by lingxling

Professional code review with auto CHANGELOG generation, integrated with Codex AI. Use when you want professional code review before commits, you need automatic CHANGELOG generation, or reviewing large-scale refactoring.

372 tokens
Commit
by lingxling

ALWAYS use this skill when committing code changes — never commit directly without it. Creates commits following Sentry conventions with proper conventional commit format and issue references. Trigger on any commit, git commit, save changes, or commit message task.

1k tokens
Comprehensive Review Pr Enhance
by lingxling

> Generate structured PR descriptions from diffs, add review checklists, risk assessments, and test coverage summaries. Use when the user says "write a PR description", "improve this PR", "summarize my changes", "PR review", "pull request", or asks to document a diff for reviewers.

6k tokens
Differential Review
by lingxling

Security-focused code review for PRs, commits, and diffs.

2k tokens
Django Perf Review
by lingxling

Django performance code review. Use when asked to "review Django performance", "find N+1 queries", "optimize Django", "check queryset performance", "database performance", "Django ORM issues", or audit Django code for performance problems.

3k tokens
Ecl Harness Engineer
by lingxling

Create or audit ECL Agent Harness infrastructure: AGENTS.md, change tracking, repository guidance, lint checks, CI gates, and agent handoff docs.

99k tokens
Find Bugs
by lingxling

Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.

865 tokens
Fp Refactor
by lingxling

Comprehensive guide for refactoring imperative TypeScript code to fp-ts functional patterns

12k tokens
Git Hooks Automation
by lingxling

Master Git hooks setup with Husky, lint-staged, pre-commit framework, and commitlint. Automate code quality gates, formatting, linting, and commit message enforcement before code reaches CI.

3k tokens
Git Pr Review
by lingxling

Generate a concise and structured PR description from commit history with minimal token usage

953 tokens
Github
by lingxling

Use the `gh` CLI for issues, pull requests, Actions runs, and GitHub API queries.

602 tokens
Grok Build
by lingxling

Delegate well-specified implementation tasks to xAI's Grok Build CLI running headlessly while the orchestrating agent plans, writes task specs, reviews every diff, and owns the result.

3k tokens
Huggingface Zerogpu
by lingxling

AI demos and GPU compute with Gradio Spaces and Hugging Face Spaces ZeroGPU. Use when writing or reviewing code that uses `@spaces.GPU`, configuring `python_version` or `requirements.txt` for a ZeroGPU Space, or handling ZeroGPU-specific code constraints — pickle-based process...

9k tokens
Kaizen
by lingxling

Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.

4k tokens
Legacy Modernizer
by lingxling

Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compatibility.

504 tokens
Lint And Validate
by lingxling

MANDATORY: Run appropriate validation tools after EVERY code change. Do not finish a task until the code is error-free.

3k tokens scripts
Logic Diff
by lingxling

Compare two code versions for semantic equivalence via semi-formal tracing of both versions side-by-side. Trigger when the user shares a refactor, rewrite, migration, or A/B implementation and wants to confirm behavior is unchanged — "did I break anything", "is this equivalent", "are...

2k tokens
Logic Fix All
by lingxling

Autonomous repository-wide audit-and-fix pipeline: health → review → locate/explain → fix → diff-verify → iterate until clean. Starts with a mandatory consent prompt (token-intensive); after consent runs hands-free. Trigger when the user wants ALL logic issues found and fixed — "fix...

7k tokens
Logic Lens
by lingxling

AI-powered Claude Code skill that performs deep code review using formal logic and reasoning frameworks to detect bugs, anti-patterns, and security risks beyond what linters catch.

1k tokens
Macos Menubar Tuist App
by lingxling

Build, refactor, or review SwiftUI macOS menubar apps that use Tuist.

1k tokens
Makepad Reference
by lingxling

This category provides reference materials for debugging, code quality, and advanced layout patterns.

566 tokens
Moyu
by lingxling

> Anti-over-engineering guardrail that activates when an AI coding agent expands scope, adds abstractions, or changes files the user did not request.

3k tokens
Openclaw Github Repo Commander
by lingxling

7-stage super workflow for GitHub repo audit, cleanup, PR review, and competitor analysis

2k tokens scripts
Orchestrate Batch Refactor
by lingxling

Plan and execute large refactors with dependency-aware work packets and parallel analysis.

2k tokens
Performance Testing Review AI Review
by lingxling

You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C

4k tokens
Plan Writing
by lingxling

Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.

1k tokens
Pr Merge Champion
by lingxling

Optimize pull requests for quick approval and merging by ensuring clean diffs, comprehensive self-reviews, and structured documentation.

1k tokens
Pr Writer
by lingxling

Create pull requests following Sentry's engineering practices.

1k tokens
Public Relations
by lingxling

When the user wants help with public relations, earned media, press coverage, journalist outreach, or media strategy (not pull requests). Also use when the user mentions 'PR,' 'public relations,' 'press,' 'press release,' 'press coverage,' 'media outreach,' 'pitch a journalist,' 'get...

11k tokens
Receiving Code Review
by lingxling

Code review requires technical evaluation, not emotional performance.

2k tokens
Requesting Code Review
by lingxling

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

2k tokens
Review And Simplify Changes
by lingxling

Review a git diff or explicit file scope for reuse, code quality, efficiency, clarity, and standards issues, then optionally apply safe Codex-driven fixes. Use when the user asks to "simplify code", "review changed code", "check for code reuse", "review code quality", "review...

2k tokens
Semgrep Rule Creator
by lingxling

Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing Semgrep rules or building custom static analysis detections.

2k tokens
Shellcheck Configuration
by lingxling

Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability.

3k tokens
Simplify Code
by lingxling

Review a diff for clarity and safe simplifications, then optionally apply low-risk fixes.

2k tokens
Squirrel
by lingxling

Full-cycle AI coding skill: plans, builds, tests, lints, fixes bugs, and writes production-grade docs. Auto-detects project state and adapts its 8-phase pipeline.

1k tokens
Swiftui Expert Skill
by lingxling

Use when writing, reviewing, or refactoring SwiftUI code for iOS or macOS, including state management and `@Observable` data flow, view composition and invalidation/performance, lists and `ForEach` identity, environment usage, localization, animations, Liquid Glass adoption, migrating...

93k tokens scripts
Swiftui Performance Audit
by lingxling

Audit SwiftUI performance issues from code review and profiling evidence.

5k tokens
Swiftui View Refactor
by lingxling

Refactor SwiftUI views into smaller components with stable, explicit data flow.

4k tokens
Tdd Workflows Tdd Refactor
by lingxling

Use when working with tdd workflows tdd refactor

2k tokens
Track Management
by lingxling

Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.

4k tokens
UI Lint
by lingxling

Quick automated lint — detects common design system violations in seconds

861 tokens
Uncle Bob Craft
by lingxling

Use when performing code review, writing or refactoring code, or discussing architecture; complements clean-code and does not replace project linter/formatter.

8k tokens
Unslop Commit
by lingxling

Rewrites commit messages so they sound like a careful human engineer wrote them. Strips AI/marketing slop ("comprehensive solution", "robust implementation", "leverage", "enhance", "seamlessly", "This commit..."). Keeps Conventional Commits format. Subject ≤72 chars (aim ≤50),...

1k tokens
Unslop Review
by lingxling

Rewrites code review comments so they read like a human teammate wrote them. Cuts corporate-AI throat-clearing ("I noticed...", "I was wondering if perhaps...", "It might be worth considering..."). Each comment is direct: location, the issue, a concrete fix. Use when user says...

1k tokens
Vibers Code Review
by lingxling

Human review workflow for AI-generated GitHub projects with spec-based feedback, security review, and follow-up PRs from the Vibers service.

1k tokens
Brooks Lint
by lingxling

AI code reviewer grounded in classic software engineering books for catching design smells, coupling issues, and architectural risks.

2k tokens
Code Review Checklist
by lingxling

Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability

3k tokens