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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

  • Agent guard

    mdfifty50-boop/agent-guard-mcp/io.github.mdfifty50-boop/agent-guard MCP server

    no license0★ repo

    Constitutional guardrails and loop detection for AI agents

  • Qc validator

    mdfifty50-boop/qc-validator-mcp/io.github.mdfifty50-boop/qc-validator MCP server

    no license0★ repo

    Output quality control and validation for AI agents

  • Scope guard

    mdfifty50-boop/scope-guard-mcp/io.github.mdfifty50-boop/scope-guard MCP server

    no license0★ repo

    Hard scope boundaries to prevent AI agent drift

  • Contrast checker mcp

    ogSINGH/contrast-checker-mcp/io.github.ogSINGH/contrast-checker-mcp MCP server

    0★ repo

    MCP - WCAG 2.1 color contrast checker - contrast ratios, compliance and accessible color suggestions

  • Curatedmcp catalog mcp

    oneprofile-dev/curatedmcp-catalog-mcp/io.github.oneprofile-dev/curatedmcp-catalog-mcp MCP server

    0★ repo

    Search the CuratedMCP catalog of risk-classified MCP servers and check verification status.

  • Mcp contradiction check

    onetrueclaude-creator/mcp-contradiction-check/io.github.onetrueclaude-creator/mcp-contradiction-check MCP server

    0★ repo

    Find where your notes disagree — contradiction detection for markdown vaults.

  • Designpin mcp server

    opjhabuilds/designpin-mcp-server/io.github.opjhabuilds/designpin-mcp-server MCP server

    0★ repo

    Push HTML prototypes to DesignPin for team review and pull reviewer feedback into your AI.

  • AI Slop Checker

    parweb/mcp-ai-slop-checker/io.github.parweb/ai-slop-checker MCP server

    0★ repo

    Deterministic offline scorer for AI-writing tells in text and landing copy.

  • Performance Review

    pipeworx-io/mcp-performance-review/io.github.pipeworx-io/performance-review MCP server

    0★ repo

    performance-review MCP — wraps StupidAPIs (requires X-API-Key)

  • AgentSecurityLens MCP Security Trust Check

    professor2k8/agent-security-lens/io.github.professor2k8/agent-security-lens MCP server

    no license0★ repo

    MCP security trust-check for agents before installing MCPs, Skills or tools.

  • Git

    rog0x/mcp-git-tools/io.github.rog0x/git MCP server

    0★ repo

    Git log, diff, blame, branch stats for AI agents

  • Lint

    rog0x/mcp-lint-tools/io.github.rog0x/lint MCP server

    no license0★ repo

    Style check, naming, complexity analysis for AI agents

  • Domain Check

    stucchi/domain-check-mcp/io.github.stucchi/domain-check MCP server

    no license0★ repo

    Check domain availability across 500+ TLDs. Single and bulk checks with UI.

  • license-checker

    weiseer/license-checker-mcp/io.github.weiseer/license-checker MCP server

    no license0★ repo

    OSS license metadata + compatibility checker MCP server.

  • Korea business verify

    wujinkim/korea-business-verify/io.github.wujinkim/korea-business-verify MCP server

    0★ repo

    한국 사업자 검증 액션 MCP 서버 — 진위확인·휴폐업·과세유형·세금계산서 발행 가능 여부 (국세청 공공데이터 기반)

  • Git summary

    yifanyifan897645/git-summary-mcp/io.github.yifanyifan897645/git-summary MCP server

    0★ repo

    Git repo intelligence: summaries, blame, changelogs, branch health, and history search

  • Lenz Fact-Check

    lenzhq/lenz-mcp/io.lenz/fact-check MCP server

    0★ repo

    Fact-check claims against independent sources — fast verdict or deep multi-step investigation.

  • Agent transaction control

    thefraudfather/flint-plugin/network.flint/agent-transaction-control MCP server

    0★ repo

    Issue Agent Passports and verify agent authority before value moves. Signed verification records.

  • Rami Code Review

    rami-code-review/claude-code-marketplace/reviews.rami/rami MCP server

    no license0★ repo

    AI code review for GitHub PRs with an MCP autofix loop for Claude Code and Cursor

  • Open code review

    alibaba/open-code-review/plugins/open-code-review/skills/open-code-review Skill

    20,413★ repo

    Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.

  • Chinese code review

    jnMetaCode/superpowers-zh/skills/chinese-code-review Skill

    7,650★ repo

    🦸 AI 编程超能力 · 中文增强版 — superpowers（116k+ ⭐）完整汉化 + 6 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活

  • Antfu

    antfu/skills/skills/antfu Skill

    5,740★ repo

    Anthony Fu's curated collection of agent skills.

  • Browser act

    browser-act/skills/browser-act Skill

    5,304★ repo

    Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session operation, isolated multi-account browsing.

  • Audit

    jeremylongshore/claude-code-plugins-plus-skills/plugins/ai-agency/hyperflow/skills/audit Skill

    2,628★ repo

    425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.

  • Codex skill

    feiskyer/claude-code-settings/skills/codex-skill Skill

    1,625★ repo

    Curated skills, sub-agents, and config templates that supercharge Claude Code — research, image gen, GitHub automation & more.

  • Wtf

    noobnooc/agent/skills/wtf Skill

    no license1,374★ repo

    My profile & the agent skills I created

  • Docs guard

    amElnagdy/guard-skills/skills/docs-guard Skill

    1,154★ repo

    Guard skills for coding agents, quality gates that catch AI-generated failure modes in code, tests, and docs

  • Audit library health

    MoizIbnYousaf/Ai-Agent-Skills/skills/audit-library-health Skill

    1,123★ repo

    Universal skill installer and package manager for AI coding agents. One command, 12+ runtimes. npx ai-agent-skills

  • 00 basic skill

    huangjia2019/claude-code-engineering/04-Skills/projects/00-basic-skill Skill

    no license1,067★ repo

    This repository demonstrates how to use Claude Code to do real engineering work, not just writing code. 本项目是极客时间专栏 《Claude Code 工程化实战》 的官方配套示例仓库，目标就是： 👉 把 Claude Code 从“对话式编码工具”，变成 可设计、可复用、可治理的工程系统。

  • Code review expert

    dtsola/xiaoyaosearch/.claude/skills/code-review-expert Skill

    no license1,012★ repo

    小遥搜索，听懂你的话、看懂你的图，用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.

  • Mariadb operator pr review

    mariadb-operator/mariadb-operator/.agents/skills/mariadb-operator-pr-review Skill

    998★ repo

    🦭 Run and operate MariaDB in a cloud native way

  • Release guard

    hoangsonww/Claude-Code-Agent-Monitor/.agents/skills/release-guard Skill

    891★ repo

    🚀 A real-time monitoring dashboard for Claude Code, built with SQLite3, Node.js, Express, React, Vite, TailwindCSS, and WebSockets. It tracks sessions, agent activity, tool usage, and subagent orchestration, providing live analytics, a Kanban status board, status notifications, a cute buddy, and an interactive web UI/MacOS/Windows native app.

  • Bib verify

    agentscope-ai/OpenJudge/skills/bib-verify Skill

    791★ repo

    OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards

  • Architecture review

    decebals/claude-code-java/.claude/skills/architecture-review Skill

    703★ repo

    Reusable AI development infrastructure for Java projects, optimized for Claude Code

  • Second brain lint

    NicholasSpisak/second-brain/skills/second-brain-lint Skill

    no license670★ repo

    LLM-maintained personal knowledge base for Obsidian. Based on Andrej Karpathy's LLM Wiki pattern.

  • Code review

    JackyST0/awesome-agent-skills/examples/code-review Skill

    619★ repo

    🤖 精选的 AI Agent Skills 列表，适用于 Cursor、Claude Code、GitHub Copilot 等 AI 编程工具

  • Nw abr critique dimensions

    nWave-ai/nWave/nWave/skills/nw-abr-critique-dimensions Skill

    591★ repo

    AI agents that guide you from idea to working code, with you in control at every step.

  • Company brain

    coreyhaines31/makerskills/skills/company-brain Skill

    559★ repo

    AI agent skills for the personal operator's craft — decisions, research, second-brain, content rotation, scenario modeling, and meta-skills to author more. Works with Claude Code, Codex, Cursor.

  • Foreman grill docs

    VisionForge-OU/foreman/src/foreman/skills/foreman-grill-docs Skill

    no license484★ repo

    A Boris-style agentic orchestrator TUI that supervises headless Claude Code agents through a gated software-delivery pipeline — pointed at any repository.

  • Chatgpt video editing setup

    Jaycheng1103/chatgpt-video-editing-skills/skills/chatgpt-video-editing-setup Skill

    417★ repo

    用 ChatGPT／Codex 安裝 AI 剪輯環境，並依八大步驟完成可驗證的短影音剪輯。

  • Design

    notque/vexjoy-agent/skills/business/design Skill

    415★ repo

    VexJoy AI Agent with Intelligent Routing - /do routes plain-English requests to the right specialist agent and gates the work with reviews, tests, and a learning loop.

  • Winui code review

    microsoft/win-dev-skills/plugins/winui/skills/winui-code-review Skill

    377★ repo

    Agents and skills for building Windows apps with WinUI 3 and the Windows App SDK

  • Adversarial review

    syahiidkamil/Software-Engineer-AI-Agent-Atlas/.claude/skills/adversarial-review Skill

    no license319★ repo

    ATLAS: a senior-engineer layer for Claude Code. Explore with wireframes & prototypes, clarify the essentials, capture it in HTML spec doc then let Claude Code's native plan/goal/workflow loop build. Fewer tokens, less ceremony, faster to what people pictured. KISS/YAGNI/DRY, context decides. No overengineering. Clean architecture that works.

  • Validate

    scaccogatto/okf-skills/skills/validate Skill

    257★ repo

    The OKF toolkit for Claude Code — author, maintain, validate & visualize Open Knowledge Format bundles. Claude Code plugin + skills.sh.

  • Clawdbot release check

    jdrhyne/agent-skills/clawdbot/clawdbot-release-check Skill

    241★ repo

    A collection of AI agent skills for Clawdbot, Claude Code, Codex

  • Codedrobe theme

    CodeDrobe/skills/skills/codedrobe-theme Skill

    241★ repo

    Agent Skills for theming AI desktop apps: reference image → reversible Codex/WorkBuddy skin → verify, repair, publish. | 给 AI 桌面应用换肤的 Agent Skills：参考图 → 可逆皮肤 → 验证、修复、发布。

  • Review implementation

    golbin/agent-skills/skills/review-implementation Skill

    no license209★ repo

    Reusable agent skills for Codex and compatible tools

  • Changelog generator

    skrun-dev/skrun/agents/changelog-generator Skill

    208★ repo

    Deploy any Agent Skill as an API via POST /run. The open-source multi-model alternative to Claude Managed Agents, Microsoft Foundry & Mistral/Koyeb — works with any LLM.

  • Implement review

    yzhao062/anywhere-agents/packages/pypi/anywhere_agents/composer/skills/implement-review Skill

    204★ repo

    One config to rule all your AI agents: portable (every project, every session), effective (curated writing, routing, skills), and safer (destructive-command guard).

  • Han update documentation

    testdouble/han/.claude/skills/han-update-documentation Skill

    195★ repo

    Han: AI skills and agents for "Solo" product engineers and small teams

  • Conventional git

    samber/cc-skills/skills/conventional-git Skill

    178★ repo

    🧑‍🎨 A collection of agentic skills that works

  • Security review

    kklimuk/docx-cli/.claude/skills/security-review Skill

    178★ repo

    CLI for AI agents (Claude, Codex) to read, edit, and comment on .docx files with full format fidelity.

  • Zach listing health checker

    zach22-1999/amazon-skills/skills/zach-listing-health-checker Skill

    151★ repo

    Open-source Agent Skills for Amazon sellers: product research, feature validation, listing audits, ads search-term analysis, and CVR diagnostics. 亚马逊跨境电商 Skills。

  • Commit gate

    arbiterForge/codeArbiter/core/surface/skills/commit-gate Skill

    141★ repo

    When you can't trust yourself with your code base, trust Arbiter.

  • Dart doc validation

    kevmoo/dash_skills/skills/dart-doc-validation Skill

    139★ repo

    Agent Skills for Dart and Flutter ecosytem

  • Caveman commit

    jjmartres/opencode/opencode/skills/caveman-commit Skill

    133★ repo

    A powerful, custom opencode configuration, complete with a suite of agents, commands, rules, skills, and a pre-configured MCP server. It's designed to be a flexible starting point for you to build upon and adapt.

  • Git workflow

    elb-pr/claudikins-kernel/skills/git-workflow Skill

    126★ repo

    SRE thinking applied to Claude Code, based on Boris Cherny's Q&A. It enforces a strict 4-stage pipeline with gates between each step. You literally cannot skip verification. You cannot ship without approval.

  • Running bug review board

    RayFernando1337/rayfernando-skills/plugins/running-bug-review-board/skills/running-bug-review-board Skill

    119★ repo

    Ray Fernando's collection of Skill files for AI coding agents. First up: running-bug-review-board, a real-user QA workflow with a Bug Review Board (BRB) feedback loop.

  • Academic experiments

    joshua-zyy/academic-paper-writer/skills/academic-experiments Skill

    104★ repo

    面向 CS / AI / ML 领域的证据驱动、分节推进的论文写作 Agent Skill。

  • Git smart commit

    deancourse/git-worktree-demo/.agent/skills/git-smart-commit Skill

    no license86★ repo

    一站式業務管理平台，助你掌控銷售線、提升成交率。

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