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Code Review Claude Skills

2 030 code review skills from 387 authors. They read someone else's code and work through changes before those land. Half of them fit into 1 564 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 261 copies of these same skills sitting in other people's repositories — counted once here, not 261 times.

2 030 unique 387 authors 2 updated this month 280 from vendors

1 564
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
261
copies elsewhere
counted once here, not once per repository

1 297–1 344 of 2 030

page 28 of 43
Karpathy Guidelines
by JasonxzWen

Load when a task needs a coding behavior baseline for writing, reviewing, or refactoring code: surface assumptions, avoid overcomplication, keep changes surgical, and define verifiable success criteria; do not use as the top-level owner or for trivial one-line edits.

671 tokens
Ponytail
by JasonxzWen

Load when coding work should be deliberately minimal: YAGNI, reuse existing code, prefer stdlib/native/already-installed dependencies, shortest correct diff, no unrequested abstractions, or over-engineering review; do not load for non-coding concise reports, general summaries, or communication artifact density.

1.5k tokens
Product UI Review
by JasonxzWen

Load when an existing Web product, especially a dashboard, dense-data view, or multi-step app, needs a deep evidence-backed experience review; report findings only, and use design-taste-frontend for marketing-page direction, code-review for source diffs, web-design-guidelines for checklist compliance, or frontend-design for implementation.

1.1k tokens
Review Animations
by JasonxzWen

Load when existing animation or motion code, a motion diff, or a rendered interaction needs an evidence-backed craft review; report findings only and use code-review for general source review.

1.2k tokens
Security Review
by JasonxzWen

Load when a task needs security-sensitive code, auth, user input, secrets, API endpoints, payments, injection risk, or unsafe IO reviewed; use code-review for broader review.

3k tokens
Verification
by JasonxzWen

Load when claiming completion requires the repository's actual deterministic build, type, lint, test, diff, smoke, and artifact gates; use diagnose while a failure's root cause is unknown.

628 tokens
Code Standards
by tamdogood

>- Apply a disciplined engineering workflow to any code change. Use whenever implementing a feature, fixing a bug, or refactoring — before writing code, not after. Walks orient → baseline → smallest change → test → verify → self-review, and enforces language-agnostic hard gates (don't mass-reformat, keep the linter and type-checker clean, keep the build and tests green, make interface changes additive, protect security invariants).

747 tokens
MCP Builder
by dkyazzentwatwa

Plan and build MCP servers with agent-friendly tools, schemas, error handling, and evaluation. Use when creating or refactoring MCP integrations.

376 tokens scripts
Gtm Monitor
by cognyai

Weekly GTM container check — new, edited and removed tags, unpublished draft changes, orphaned tags, workspace status — diffed week-over-week

1.3k tokens
Alignfirst
by paleo

Collaborative problem-solving protocols. Write technical specifications (spec, or alspec), create implementation plans (plan, or alplan), or use Align-and-Do Protocol (AAD). Also generates PR/MR descriptions (aldescription) and code review reports (alreview).

769 tokens
Alreview
by paleo

Write a code review report comparing the current branch to a base branch.

88 tokens
Coding Standards
by mturac

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

3.2k tokens
Coding Standards
by mturac

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

3.2k tokens
Django Verification
by mturac

Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.

3.4k tokens
Flutter Dart Code Review
by mturac

ウィジェットのベストプラクティス、状態管理パターン(BLoC、Riverpod、Provider、GetX、MobX、Signals)、Dartのイディオム、パフォーマンス、アクセシビリティ、セキュリティ、クリーンアーキテクチャをカバーするライブラリに依存しないFlutter/Dartのコードレビューチェックリスト。

7.9k tokens zh
Plankton Code Quality
by mturac

日本語翻訳:このファイルは plankton-code-quality 用の日本語翻訳が必要です

103 tokens zh
Springboot Verification
by mturac

Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.

639 tokens zh
Laravel Verification
by mturac

Verification loop for Laravel projects: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness.

1.1k tokens
Quarkus Verification
by mturac

Verification loop for Quarkus projects: build, static analysis, tests with coverage, security scans, native compilation, and diff review before release or PR.

2.6k tokens
Springboot Verification
by mturac

Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.

1.5k tokens
Cpp Coding Standards
by mturac

C++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern, safe, and idiomatic practices.

5.6k tokens
Django Verification
by mturac

Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.

2.9k tokens
Flutter Dart Code Review
by mturac

Library-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), Dart idioms, performance, accessibility, security, and clean architecture.

5.8k tokens
Laravel Verification
by mturac

Verification loop for Laravel projects: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness.

1.1k tokens zh
Plankton Code Quality
by mturac

Write-time code quality enforcement using Plankton — auto-formatting, linting, and Codex-powered fixes on every file edit via hooks.

2k tokens
Project Flow Ops
by mturac

Operate execution flow across GitHub and Linear by triaging issues and pull requests, linking active work, and keeping GitHub public-facing while Linear remains the internal execution layer. Use when the user wants backlog control, PR triage, or GitHub-to-Linear coordination.

783 tokens
Bitbucket Automation
by aAAaqwq

Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens needs MCP
Code Review Quality
by aAAaqwq

Conduct context-driven code reviews focusing on quality, testability, and maintainability. Use when reviewing code, providing feedback, or establishing review practices.

1.7k tokens scripts
Code Review
by aAAaqwq

AI code review for PR or local changes

7.1k tokens
Collaboration
by aAAaqwq

Guide for collaborating on GitHub projects. This skill should be used when contributing to projects, creating PRs, reviewing code, or managing issues on GitHub.

428 tokens
Conventional Commits
by aAAaqwq

Format commit messages using the Conventional Commits specification. Use when creating commits, writing commit messages, or when the user mentions commits, git commits, or commit messages. Ensures commits follow the standard format for automated tooling, changelog generation, and semantic versioning.

1.2k tokens
Cto Advisor
by aAAaqwq

> Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.

3.8k tokens scripts
Gh Issues
by aAAaqwq

Fetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments. Usage: /gh-issues [owner/repo] [--label bug] [--limit 5] [--milestone v1.0] [--assignee @me] [--fork user/repo] [--watch] [--interval 5] [--reviews-only] [--cron] [--dry-run] [--model glm-5] [--notify-channel -1002381931352]

8.6k tokens
Performing Security Code Review
by aAAaqwq

This skill provides automated assistance for security agent tasks Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin. it analyzes code for potential vulnerabilities like sql injection, xss, authentication flaws, and insecure dependencies. AI assistant uses this skill wh... Use when assessing security or running audits. Trigger with phrases like 'security scan', 'audit', or 'vulnerability'.

920 tokens scripts
Requesting Code Review
by aAAaqwq

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

733 tokens
Static Code Analysis
by aAAaqwq

> Implement static code analysis with linters, formatters, and security scanners to catch bugs early. Use when enforcing code standards, detecting security vulnerabilities, or automating code review.

665 tokens scripts
Ux Heuristics
by aAAaqwq

Evaluate and improve interface usability using heuristic analysis. Use when the user mentions "usability audit", "UX review", "users are confused", "heuristic evaluation", "form usability", "navigation problems", "Nielsen heuristics", "cognitive walkthrough", or "usability testing". Also trigger when reviewing a design for usability issues, improving form completion rates, or evaluating information architecture and navigation. Covers Nielsens 10 heuristics, severity ratings, and information architecture. For visual design fixes, see refactoring-ui. For conversion-focused audits, see cro-methodology.

4.9k tokens
Otel Span Events To Logs Migration
by ollygarden

Migrate OpenTelemetry Span Events (AddEvent, RecordException, and language equivalents) to the Logs API following the accepted OTEP 4430 migration plan. Use when migrating instrumentation from span events to log-based events, reviewing code that still uses AddEvent or RecordException, or planning a codebase migration while preserving trace correlation.

1.7k tokens scripts
Otel Weaver
by ollygarden

OpenTelemetry Weaver registry authoring, codegen, and CI enforcement. Use when adopting Weaver, authoring or reviewing a registry (manifest, attributes, metrics, spans, events), writing Jinja2 templates against the resolved schema, migrating hand-maintained telemetry constants, or wiring `weaver registry check`/`generate`/`diff` into CI.

2.7k tokens scripts
Github Webhooks
by hookdeck

> Receive and verify GitHub webhooks. Use when setting up GitHub webhook handlers, debugging signature verification, or handling repository events like push, pull_request, issues, or release.

1.5k tokens scripts
Huggingface Webhooks
by hookdeck

> Receive and verify Hugging Face webhooks. Use when setting up Hugging Face webhook handlers, debugging X-Webhook-Secret verification, or handling events on models, datasets, and Spaces — repo updates, new commits and tags (repo.content), config changes (repo.config), discussions, Pull Requests, and discussion comments.

2.6k tokens scripts
Adopt Project
by sneg55

Apply agent-starter patterns to an EXISTING project - audits the codebase, proposes components by invasiveness tier (hooks, skills, CLAUDE.md, lint configs, patterns), and applies only what the developer approves. Use when the user says adopt, retrofit, "apply agent-starter to this project", or wants starter patterns in an existing codebase.

2.2k tokens
Commit
by sneg55

Create a single well-crafted git commit from current changes. Analyzes diff, follows repo's commit style, and writes a concise "why not what" message.

500 tokens
Manage Pull Requests
by harness

>- Manage Harness Code pull requests via MCP. List, create, update, and merge PRs; add reviewers and submit review decisions (approve / request changes); post, update, and delete comments; read the discussion timeline; and check CI status. Use when asked to open a PR, merge a PR, approve a PR, leave a code review comment, request changes, assign reviewers, or inspect PR checks and activity. PR comments, PR checks, PR activity, code review.

2.5k tokens
Pr Analysis
by harness

>- Analyze pull request impact on Harness pipelines via MCP. Assess PR pipeline impact by identifying which pipelines, services, and environments are affected by code changes. Perform security-focused PR reviews checking for secrets, vulnerabilities, and compliance. Track PRs from merge through deployment to production verification. Use when asked to PR impact, pull request analysis, PR security review, PR to production, merge impact, deployment tracking, code change impact, PR pipeline, which pipelines affected.

1.6k tokens
Ctf Kit
by KerberosClaw

Use when the user is solving an authorized CTF / lab reverse-engineering challenge focused on Windows application authentication or license-check bypass. Guides triage → static analysis → dynamic experiment planning → bypass verification, with strong evidence discipline and VM safety boundaries. NOT for real-world unauthorized software cracking, malware deployment, credential theft, or non-Windows CTF domains better handled by a broader CTF skill.

5.1k tokens scripts zh
LLM Wiki Lint
by KerberosClaw

Use when the user wants to lint a repo following the Karpathy LLM Wiki pattern (raw/ + wiki/ + SCHEMA.md / index.md / log.md). The skill detects path, scans wiki pages + schema layer, reports frontmatter gaps, broken in-body links, source traceability breaks, stale claims, orphan pages, index synopsis contradictions, and SCHEMA-vs-reality drift. Phase 1 is read-only report; Phase 2 (fix + log.md LINT entry) only runs after the user explicitly approves.

3.9k tokens zh
Memory Lint
by KerberosClaw

Use when the user wants to lint a Claude Code memory directory (~/.claude/memory or custom path) for index inconsistency, stale project state, duplicate / conflicting feedback rules, naming convention violations, frontmatter gaps, and oversized files. The skill detects path, scans root-level *.md, reports findings by severity. Read-only — never auto-fixes, never deletes, never merges.

2.4k tokens zh