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Review & quality

19,471 rows, by stacks then stars

1,766 of these skill files have been read, by 1,273 distinct authors, and what they tell an agent counted. What Review & quality authors agree on, and what they forbid

  • Docs claim check

    kyungseo/skillstead/skills/docs-claim-check Skill

    71★ repo

    Practical, portable skills for agentic coding workflows — clearer diagrams, checked claims, safer GitHub releases, natural EN↔KO writing.

  • Git commit

    fvadicamo/dev-agent-skills/plugins/github-workflow/skills/git-commit Skill

    69★ repo

    Claude Code skills plugin for Git, GitHub, and skill authoring workflows

  • Ai output validation

    DevelopersGlobal/ai-agent-skills/skills/ai-output-validation Skill

    65★ repo

    AI agent skills for production grade applications

  • Anti wechat ai check

    lovstudio/skills/skills/anti-wechat-ai-check Skill

    65★ repo

    Top-level index for the Lovstudio skills ecosystem

  • Demo

    adewale/skill-eval-harness/examples/demo-skill/skills/demo Skill

    64★ repo

    Agent Skill evaluation harness for paired variants, trace artifacts, and runner adapters

  • Better code review graph

    n24q02m/better-code-review-graph/io.github.n24q02m/better-code-review-graph MCP server

    64★ repo

    Token-efficient code review knowledge graph: semantic search and call-graph resolution.

  • Mcp slim guard

    lennney/mcp-slim-guard/io.github.lennney/mcp-slim-guard MCP server

    59★ repo

    Schema compression (83%+ savings) + security proxy for MCP servers — SSRF, injection, rate limit

  • Codebase argus

    AaronZ345/codebase-argus/skills/codebase-argus Skill

    58★ repo

    Multi-agent codebase review for PRs, CI, and downstream fork syncs.

  • Artifact consistency checker

    GulajavaMinistudio/awesome-copilot-id/.agents/skills/artifact-consistency-checker Skill

    58★ repo

    A curated collection of custom agents, skills, rules, and prompts for GitHub Copilot, Google Antigravity, OpenCode, ChatGPT Codex, and Oh My Pi. Tailored for Indonesian developers to streamline SDLC workflows with AI.

  • Code review

    next-open-ai/openclawx/presets/workspaces/code-assistant/skills/code-review Skill

    no license56★ repo

    a simple openclaw desktop u

  • Kafka connector review

    lensesio/agentic-engineering-for-apache-kafka/skills/kafka-connector-review Skill

    56★ repo

    AI agent skills for building, operating and troubleshooting Apache Kafka applications. Topic audit, consumer lag, schema review, security, connectors and DLQ

  • Citecheck

    color4-alt/CiteCheck/skills/citecheck Skill

    56★ repo

    Agent Skill: Check academic paper citations for format, queryability, thematic relevance, and semantic accuracy.

  • Kamae review

    iwasa-kosui/kamae-ts/skills/kamae-review Skill

    53★ repo

  • Cp

    dgk-dev/dgk-gpt/skills/cp Skill

    52★ repo

    Safe Codex CLI setup installer with skills, AGENTS.md, profiles, and MCP defaults

  • Speq audit

    marconae/speq-skill/.claude/skills/speq-audit Skill

    48★ repo

    A light-weight and straightforward system for spec-driven development with Claude Code or OpenAI Codex. Written in Rust 🦀

  • Work with design systems

    natdexterra/work-with-design-systems Skill

    48★

    Inspect, build, or extend Figma design systems from Claude Code. Read-only audits with WCAG checks and component scoring, build mode with variable bindings and slots, optional Phase 6 sync to tokens.css + AI rules.

  • Make goal

    majiayu000/awesome-goal-prompts/skills/make-goal Skill

    47★ repo

    114 source-backed /goal contracts for coding agents, plus 200 separated seed patterns.

  • Skills

    spencermarx/obsidian-ai/.ocr/skills Skill

    46★ repo

    Bring your own AI environment to Obsidian. For note/doc creation, refinement, search, organization, management, you name it!

  • Maintenance rules

    motiful/skill-forge/.claude/skills/maintenance-rules Skill

    46★ repo

    Skill engineering methodology and publishing pipeline for AI agent skills. Validates structure, scans for security, audits entire projects, and publishes to GitHub. Skills are code — engineer them like it.

  • Media publish check

    XshuiAi/media-publish-check Skill

    46★

    自媒体发布审核 Skill｜Pre-publish audit for Douyin, Xiaohongshu, Weixin Video Accounts & Kuaishou.

  • Code review levels

    wigtn/wigtn-plugins/plugins/wigtn-plugins/skills/code-review-levels Skill

    45★ repo

    Claude Code Plugins for AI Native-based Engineer

  • Git courer

    Alejandro-M-P/git-courer/io.github.Alejandro-M-P/git-courer MCP server

    45★ repo

    Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing.

  • Claude code eyes

    fcavalcantirj/claude-code-eyes Skill

    43★

    Give Claude Code eyes 👁️ — a camera skill so it can SEE real hardware, displays and wiring: verify a rendered panel, check wiring before power-on, and catch bugs that live on the glass, not the logs.

  • Verification

    Aurite-ai/agent-verifier/skills/verification Skill

    43★ repo

    Agent Verifier is a coding agent skill that verifies code against organizational policies, code quality patterns, security requirements, and framework best practices — before code ships. Works with Claude Code, Cursor, Windsurf, and 30+ agents.

  • A11y check

    haabe/mycelium/plugins/mycelium/skills/a11y-check Skill

    42★ repo

    AI made building cheap. It didn't make deciding cheap. Mycelium is a Claude Code harness that makes your agent run discovery and weigh evidence before it writes code. It earns the right to start. Built for software, courses, AI tools, and services.

  • 46 orchestrate

    scdenney/open-science-skills/codex/46-orchestrate Skill

    no license42★ repo

    Agentic skills for Claude Code and Codex, built from published social-science methods sources. Covers experimental design, computational text analysis, manuscript QA, and transparent reporting.

  • Grammar checker vi

    longhang2004/vietnamese-humanizer/skills/grammar-checker-vi Skill

    42★ repo

    Agent Skills and lightweight tools for clearer, more natural Vietnamese writing, translation cleanup, grammar checks, and style consistency.

  • Agentic code review

    DominikTobureto/awesome-grok-build/.grok/skills/agentic-code-review Skill

    42★ repo

    Grok Build resources, reusable .grok/skills, AGENTS.md templates, hooks, prompts, and starter workflows.

  • Research collaborator

    saidwivedi/research-skills/plugins/research-collaborator/skills/research-collaborator Skill

    40★ repo

    Claude Code skills for AI/ML researchers

  • Nsfc benzi audit

    jiankang1991/nsfc-benzi-audit/nsfc-benzi-audit Skill

    40★ repo

    一个用于国家自然科学基金（NSFC/国自然）申请书初稿诊断的 Agent Skill

  • Code commit

    martinffx/atelier/skills/code-commit Skill

    39★ repo

    An atelier for Opencode, Claude Code, and other coding agents: spec-driven workflows, deep thinking, and code quality.

  • Content creator

    IJONIS/geo-lint/skills/content-creator Skill

    38★ repo

    The first open-source GEO linter. 92 rules for SEO, GEO, and content quality — built for AI agents to run, read, fix, and re-lint automatically.

  • Git workflow

    netresearch/git-workflow-skill/skills/git-workflow Skill

    no license38★ repo

    Agent Skill for Git workflow best practices - branching, commits, PR workflows | Claude Code compatible

  • Code review

    Weaverse/.agents/skills/code-review Skill

    no license37★ repo

    Agents, skills, commands, and rules for AI-powered coding tools — used daily to supercharge development productivity.

  • Check ticket implementation

    eai-org/agent-toolkit/skills/check-ticket-implementation Skill

    37★ repo

    Minimalistic, project-agnostic skills and rules for AI coding agents

  • Github upload image to pr

    tonkotsuboy/github-upload-image-to-pr/skills/github-upload-image-to-pr Skill

    37★ repo

    AI agent skill(e.g., Claude Code, Codex): Upload local images to a GitHub PR and embed them in the description or comments

  • Skill check

    olgasafonova/SkillCheck-Free/skills/skill-check Skill

    36★ repo

    Validate Claude Code skills against the agentskills specification (Free tier)

  • Code review

    KarmaloopAI/Jiva/examples/personas/code-reviewer/skills/code-review Skill

    35★ repo

    Jiva is a CLI-first, open source autonomous AI agent and open alternative to Claude. Written in TypeScript with native support for Sarvam-105B and gpt-oss-120b, it autonomously plans and executes tasks from your terminal. Supports MCP servers, a built-in Skills system, and Jiva Personas - a plugin framework fully compatible with Claude Plugins.

  • Paper digest

    drpwchen/paper-review-and-digest/paper-digest Skill

    35★ repo

    Two Claude Code skills for reading one academic paper: /paper-review (journal-club appraisal, deterministic GRADE + CrossRef gate) and /paper-digest (fast content absorption). Reading end of a pipeline: pair with paper-radar (discovery) and paper-fetch (full-text download).

  • X impact checker

    tonkotsuboy/x-impact-checker/skills/x-impact-checker Skill

    35★ repo

    AI agent skill to analyze X (Twitter) posts for viral potential using the actual recommendation algorithm

  • Autonomous common

    zxkane/autonomous-dev-team/skills/autonomous-common Skill

    no license33★ repo

    Turns issues into merged PRs/MRs with zero human intervention — supports GitHub and GitLab, and Claude Code, Codex CLI, Kiro CLI, Antigravitiy CLI, opencode, and other agent CLIs.

  • Audio quality check

    tenequm/skills/skills/audio-quality-check Skill

    32★ repo

    Agent skills for building, shipping, and growing software products

  • Specstory guard

    specstoryai/agent-skills/skills/specstory-guard Skill

    32★ repo

    SpecStory's official collection of agent skills. Summarize, organize and create with `.specstory/history`

  • Ai quality gate

    mustafacagri/ai-quality-gate/io.github.mustafacagri/ai-quality-gate MCP server

    32★ repo

    🚀 Kill the Junior AI Era. 🤖 Level up AI code to automatically Principal standards. 🛡️ Quality Gate ✨

  • Tdd

    Shelpuk-AI-Technology-Consulting/agent-skill-tdd/skills/tdd Skill

    30★ repo

    TDD + requirements workflow skill for AI coding agents (Claude Code, Codex, Antigravity, Cursor, Windsurf, etc.). Part of the Shelpuk agentic suite alongside Serena, Kindly Web Search, and Lad.

  • Ios accessibility validator

    gygantskiyMatilyock/ios-developer-agents/.claude/skills/ios-accessibility-validator Skill

    30★ repo

    AI Agents and Skills for iOS Developers

  • Recap

    noluyorAbi/claude-code-recap/skills/recap Skill

    29★ repo

    Browse every recent Claude Code session across all your projects and jump back into any of them. Shows project path, summary, git branch, model, turn count, and a ready-to-paste resume command. --open re-opens a whole working set in terminal tabs. Local files only: no network, no telemetry.

  • Claude code project

    zebbern/skills/claude-code-project Skill

    no license29★ repo

    High-quality Agent Skills made to perform reliably in real workflows

  • Delegate and verify

    benjaminard/fable-skills/skills/delegate-and-verify Skill

    29★ repo

    A skill library that teaches Claude Opus the working disciplines of Claude Fable 5. Move the checkpoints, not the capacity.

  • Wp admin browser

    mralaminahamed/wp-dev-skills/skills/wp-admin-browser Skill

    27★ repo

    WordPress plugin development skills for AI coding agents — Claude Code, Gemini CLI, Cursor, Windsurf, Cline, Codex, Copilot, opencode, and more

  • Agy cli

    georgekhananaev/claude-skills-vault/.claude/skills/agy-cli Skill

    27★ repo

    A curated collection of high impact skills for Claude Code designed to supercharge the senior full stack workflow. This vault automates the repetitive parts of development like architectural reviews, TDD cycles, and PR management so you can stay in flow. It is a force multiplier for shipping clean, production ready code at scale. 🚀⚡️

  • Argument governance

    yha9806/academic-writing-toolkit/.claude/skills/argument-governance Skill

    27★ repo

    Local-first, evidence-controlled academic writing workflows for AI agents, with bounded revision, clean-room review, and release governance.

  • Handoff

    arimet/handoff/skills/handoff Skill

    27★ repo

    Claude Code skill that quizzes you on the code Claude wrote — verify you understood it before shipping.

  • Exam review helper

    daxueren666/exam-review-helper/skills/exam-review-helper Skill

    27★ repo

    把 PDF/Word/TXT/Markdown 教材浓缩成交互式 HTML 复习文档的 Claude Code / Codex CLI Skill。自动识别文科/理工科模式，5-pass 深度提取，原生支持扫描版 PDF OCR。v1.2 用 pdfium 后端修复 docling std::bad_alloc 崩溃，大 PDF 稳定提取。

  • Scholar forge

    hyl-ailab/scholar-forge Skill

    27★

    Academic writing Agent Skill — citation integrity, venue intelligence, bilingual CN/EN (GB/T 7714)

  • Code review

    stellarlinkco/skills/skills/code-review Skill

    no license25★ repo

    Agent skills for long-running execution, high-recall code review, and measurable self-improvement loops.

  • DocGuard

    raccioly/docguard/io.github.raccioly/docguard MCP server

    25★ repo

    Deterministic doc-drift detection: guard, score, explain, verify-claims and diagnose MCP tools.

  • Agent acceptance gate

    WenyuChiou/agent-collab-skills/skills/agent-acceptance-gate Skill

    23★ repo

    Claude Code marketplace for multi-agent collaboration — task splitter, output reconciler, adversarial debate, shared memory, acceptance gate. Composes with codex-delegate / gemini-delegate.

  • Flight check

    analystacademy/flight-check Skill

    23★

    Final check for AI-generated slide decks — catches fake sources, AI tells, and other mistakes you don't want in your presentation.

  • Skills

    spencermarx/orc/.ocr/skills Skill

    no license22★ repo

    A lightweight orchestration framework that piggybacks your local Agentic CLI setup. Intentionally simple. Yet powerful... like an army of Orcs 👹