工具说明为英文。

技术工具雷达: Agents, skills and MCP

雷达筛选条件

工具排名

按实测增长排序，并在不同来源间归一化。 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。

  1. 1

    技能
    活跃

    Stop That Shit（别再造史了）｜面向 Codex/GPT 场景的多平台 Hook + Skill Guard：拦截 AI coding agent 无需求的哈希、校验和与任务范围膨胀。 A multi-platform Hook + Skill Guard for AI coding agents in Codex/GPT workflows: stop unrequested hashes, checksums, and task-scope creep.

    JavaScript许可证: MIT
    • agent-skills
    • ai-agents
    • ai-coding
    • claude-code
    • codex

    github实测增长打开来源 ↗

    安装 git clone https://github.com/lennney/stop-that-shit ~/.claude/skills/stop-that-shit

    1 138GitHub 星标+616 (+118.0 %)
  2. 2

    技能
    活跃

    从孙割19年白月光的痛彻心扉中蒸馏出来的无上心法

    许可证: MIT
    • agent-skills
    • chinese-writing
    • claude-code
    • codex
    • literary-writing

    github实测增长打开来源 ↗

    安装 git clone https://github.com/KKKKhazix/sun-style-writing ~/.claude/skills/sun-style-writing

    359GitHub 星标+248 (+223.4 %)
  3. 3

    技能
    活跃

    Prove and remove accidental codebase complexity without breaking behavior.

    许可证: MIT
    • agent-skills
    • ai-agents
    • code-quality
    • codebase
    • codex

    github实测增长打开来源 ↗

    安装 git clone https://github.com/tt-a1i/simplify-codebase ~/.claude/skills/simplify-codebase

    402GitHub 星标+232 (+136.5 %)
  4. 4

    技能
    活跃

    Claude skill: refactor code to reduce cyclomatic complexity

    许可证: Apache-2.0
    • agent-skills
    • claude
    • code-quality
    • refactoring

    github实测增长打开来源 ↗

    安装 git clone https://github.com/saurabhkumar8112/cyclomatic-complexity-skill ~/.claude/skills/cyclomatic-complexity-skill

    326GitHub 星标+176 (+117.3 %)
  5. 5

    技能
    活跃

    Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

    Python许可证: Apache-2.0
    • agent-memory
    • agent-skills
    • ai-agents
    • benchmark
    • dataset

    github实测增长打开来源 ↗

    安装 git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus

    424GitHub 星标+170 (+66.9 %)
  6. 6

    技能
    活跃

    Skills that translate your coding agent's output into plain language: honest reports, straight verdicts, steps you can follow. MIT.

    Shell许可证: MIT
    • agent-skill
    • agent-skills
    • ai-agents
    • claude-code
    • claude-code-plugin

    github实测增长打开来源 ↗

    安装 /plugin marketplace add kharmanskyi/open-steps

    157GitHub 星标+116 (+282.9 %)
  7. 7

    技能
    活跃

    Vibe code with pi in a lightweight, real IDE - The Vibe You Need

    TypeScript许可证: Apache-2.0
    • agent
    • agent-skills
    • agentic-ai
    • agentic-workflow
    • ai-coding

    github实测增长打开来源 ↗

    安装 git clone https://github.com/JetBrains/thinkrail ~/.claude/skills/thinkrail

    393GitHub 星标+157 (+66.5 %)
  8. 8

    技能
    活跃

    Claude Code skill for premium scroll-driven websites. Scroll becomes the timeline, on a real design floor, verified by screenshotting its own scroll.

    JavaScript许可证: MIT
    • accessibility
    • agent-skills
    • ai-web-design
    • anthropic
    • claude-code

    github实测增长打开来源 ↗

    安装 /plugin marketplace add nateherkai/scroll-craft

    1 408GitHub 星标+304 (+27.5 %)
  9. 9

    技能
    活跃

    AI agent skill for end-to-end hotel search and booking—compare live rates across leading OTAs and hotel suppliers, verify availability, book stays, and manage reservations, cancellations, and payments via the TourMind API.

    Python许可证: MIT
    • agent-skills
    • ai-agent
    • booking-api
    • codex-skills
    • hotel-api

    github实测增长打开来源 ↗

    安装 git clone https://github.com/tourmind-com/Tourmind-Booking-Skills ~/.claude/skills/Tourmind-Booking-Skills

    601GitHub 星标+177 (+41.7 %)
  10. 10

    技能
    活跃

    Product-design, conversion & behavioral-science principles for SaaS

    Python
    • agent-skills
    • behavioral-science
    • claude
    • codex
    • cro

    github实测增长打开来源 ↗

    安装 git clone https://github.com/heliocosta-dev/revenue-centric-design ~/.claude/skills/revenue-centric-design

    651GitHub 星标+183 (+39.1 %)
  11. 11

    技能
    活跃

    Metis is a coding agent that boosts AI/LLM coding performance by 50%

    TypeScript许可证: MIT
    • agent-orchestration
    • agent-skills
    • agentic-workflow
    • ai-agents
    • ai-coding

    github实测增长打开来源 ↗

    安装 git clone https://github.com/Wholiver/metis ~/.claude/skills/metis

    129GitHub 星标+76 (+143.4 %)
  12. 12

    技能
    活跃

    A cross-platform desktop app to manage Agent Skills in one place and sync them to multiple AI coding tools’ global skills directories — “Install once, sync everywhere”.

    Rust许可证: MIT
    • agent-skills
    • ai-agent
    • claude-code
    • codex
    • cursor

    github实测增长打开来源 ↗

    安装 git clone https://github.com/qufei1993/skills-hub ~/.claude/skills/skills-hub

    1 471GitHub 星标+265 (+22.0 %)
  13. 13

    技能
    活跃

    Recursive Experiential–Working Memory Evolution for Long-Horizon Agent Harnesses

    Python许可证: Apache-2.0
    • agent-harnesses
    • agentmemory
    • claude-skills
    • llm-agents
    • long-horizon-agents

    github实测增长打开来源 ↗

    安装 git clone https://github.com/Gen-Verse/Recuris ~/.claude/skills/Recuris

    127GitHub 星标+63 (+98.4 %)
  14. 14

    技能
    活跃

    Fire your SEO·GEO agency 🔥 A Claude Code skill that audits and optimizes SEO·AEO·GEO·LLMO·NEO(Naver) by itself — 월 50~350만 원짜리 'AI 검색 최적화' 대행, AI 에이전트가 대체합니다

    许可证: MIT
    • aeo
    • ai-search
    • claude-code
    • claude-skills
    • geo

    github实测增长打开来源 ↗

    安装 git clone https://github.com/leopard627/fire-your-seo-agency ~/.claude/skills/fire-your-seo-agency

    384GitHub 星标+120 (+45.5 %)
  15. 15

    技能
    活跃

    Delegate a coding task to a separate coding agent CLI, review the diff, land the commit yourself — one per implementer.

    JavaScript许可证: MIT
    • agent-skills
    • ai-coding-agent
    • antigravity
    • claude-code
    • claude-code-skills

    github实测增长打开来源 ↗

    安装 git clone https://github.com/amElnagdy/delegate-skills ~/.claude/skills/delegate-skills

    1 589GitHub 星标+226 (+16.6 %)
  16. 16

    技能
    活跃

    Official Agent skills of Oxylabs products

    许可证: MIT
    • agent-skill
    • agent-skills
    • ai-agent
    • ai-agents
    • claude-code

    github实测增长打开来源 ↗

    安装 git clone https://github.com/oxylabs/agent-skills ~/.claude/skills/agent-skills

    867GitHub 星标+144 (+19.9 %)
  17. 17

    技能
    活跃

    让 Codex 根据最终结果生成标题、注释、commit 和 PR，减少被否决方案在交付中的残留。

    Python许可证: MIT
    • agent-skills
    • chinese
    • codex
    • codex-skill
    • prompt-engineering

    github实测增长打开来源 ↗

    安装 git clone https://github.com/LB623/no-negative-echo ~/.claude/skills/no-negative-echo

    667GitHub 星标+115 (+20.8 %)
  18. 18

    技能
    活跃

    Give your AI agent a phone number: order a private number in 200+ countries over the API, read the SMS verification code, hand the number back. The widest country coverage in the category, checkable with one API call.

    Python许可证: MIT
    • agent-skill
    • agent-skills
    • ai-agents
    • anthropic
    • automation

    github实测增长打开来源 ↗

    安装 git clone https://github.com/sv-number/skills ~/.claude/skills/skills

    236GitHub 星标+66 (+38.8 %)
  19. 19

    技能
    活跃

    AI 短剧/漫剧创作 skill 合集，覆盖剧本、资产、分镜、图片/视频提示词到独立审查全链路，适配 Claude Code 与 Codex。| An AI short-drama skill suite for Claude Code & Codex: scripts, assets, storyboards, image/video prompts, and independent review.

    Python许可证: MIT
    • agent-skills
    • aigc
    • claude-code
    • codex
    • prompt-engineering

    github实测增长打开来源 ↗

    安装 git clone https://github.com/zenstory-ai/drama-skills ~/.claude/skills/drama-skills

    1 468GitHub 星标+169 (+13.0 %)
  20. 20

    技能
    活跃

    Precision PPT design skill for OpenCode/Claude Code/Codex, with 40,000+ styles, pixel-perfect Build Mode control, AI image generation, and fully editable PPTX. 面向专业演示设计场景，帮助用户从需求分析、视觉方向选择到原生可编辑 PPTX 交付，打造高质量、可持续修改的演示文稿。

    Python许可证: MIT
    • ai-coding-tools
    • claude-code-skills
    • codex
    • codex-skill
    • codex-skills

    github实测增长打开来源 ↗

    安装 git clone https://github.com/sunchaokun/PPT-Design-Skill ~/.claude/skills/PPT-Design-Skill

    1 174GitHub 星标+146 (+14.2 %)
  21. 21

    技能
    活跃

    A platform-neutral analytical Skill that profiles messy data, selects case-adaptive methods, and produces source-backed visual reports for high-stakes decisions.

    Python许可证: MIT
    • agent-skills
    • analytics
    • data-quality
    • decision-science
    • python

    github实测增长打开来源 ↗

    安装 git clone https://github.com/limingrui679-design/high-stakes-analytics-decision-lab ~/.claude/skills/high-stakes-analytics-decision-lab

    382GitHub 星标+79 (+26.1 %)
  22. 22

    技能
    休眠

    Agent-ready DevOps, security, infrastructure, and compliance knowledge base with 80+ skills across Kubernetes, Terraform, AWS/Azure/GCP, AI platform operations, container hardening, SOC2/ISO27001, and incident response—plus ready-to-run…

    Shell许可证: MIT
    • agent-skills
    • agentic-ai
    • ai-agents
    • aws
    • cheatsheets

    github实测增长打开来源 ↗

    安装 git clone https://github.com/BagelHole/DevOps-Security-Agent-Skills ~/.claude/skills/DevOps-Security-Agent-Skills

    943GitHub 星标+122 (+14.9 %)
  23. 23

    技能
    活跃

    A faceless YouTube-Shorts factory driven by Claude Code: pure-TSX Remotion visuals, ElevenLabs voice with word-exact captions, library-first sound design. 12 complete example shorts included.

    TypeScript许可证: MIT
    • agent-skills
    • ai-video
    • claude
    • claude-code
    • content-automation

    github实测增长打开来源 ↗

    安装 git clone https://github.com/hassancs91/claude-faceless-shorts-creator ~/.claude/skills/claude-faceless-shorts-creator

    198GitHub 星标+54 (+37.5 %)

学习与参考资源

按实测增长排序，并在不同来源间归一化。 这些资源可单独访问，不参与主要排名。

  1. 1

    atlas-agent-control-plane

    技能
    活跃打开来源 ↗

    AtlasAgent - an auditable AI agent control plane: evidence-backed memory, governed tool runtime, checkpoint DAG recovery, and a 55-chapter engineering tutorial. FastAPI / Next.js PWA / Textual TUI

    Python许可证: MIT
    • agent
    • agent-framework
    • agent-orchestration
    • agent-skills
    • agentic-ai
    github

    安装 git clone https://github.com/malevrigns/atlas-agent-control-plane ~/.claude/skills/atlas-agent-control-plane

    资源实测增长
    105GitHub 星标+47 (+81.0 %)
  2. 2

    awesome-gamedev-agent-skills

    技能
    活跃打开来源 ↗

    67 game-dev skills for AI coding agents — Godot, Unity, Unreal, Phaser, PixiJS, three.js, Bevy, pygame, LÖVE, Roblox. Portable SKILL.md Agent Skills (the format Anthropic launched as Claude Skills), with a router that loads the right skill…

    Python许可证: Apache-2.0
    • agent-skills
    • ai-agents
    • antigravity
    • awesome-list
    • claude-code
    github

    安装 git clone https://github.com/gamedev-skills/awesome-gamedev-agent-skills ~/.claude/skills/awesome-gamedev-agent-skills

    资源实测增长
    788GitHub 星标+112 (+16.6 %)