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

    Agent skills and an AGENTS.md workflow template — isolate in worktrees, build to a service layer, prove with evidence, ship with before/after proof and Greptile review loops. For Claude Code, Cursor, and Codex.

    Python
    • agent-skills
    • ai-agents
    • claude-code
    • code-review
    • codex

    github实测增长打开来源 ↗

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

    577GitHub 星标+271 (+88.6 %)
  2. 2

    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

    369GitHub 星标+203 (+122.3 %)
  3. 3

    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

    493GitHub 星标+205 (+71.2 %)
  4. 4

    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

    196GitHub 星标+127 (+184.1 %)
  5. 5

    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

    660GitHub 星标+202 (+44.1 %)
  6. 6

    技能
    活跃

    Create polished product demo videos with AI coding agents and Remotion. The UI is code, not a screen recording.

    TypeScript
    • agent-skills
    • agentic
    • claude-code
    • ffmpeg
    • motion-design

    github实测增长打开来源 ↗

    安装 git clone https://github.com/Alexwtlf/agentic-product-demo ~/.claude/skills/agentic-product-demo

    134GitHub 星标+83 (+162.7 %)
  7. 7

    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

    134GitHub 星标+76 (+131.0 %)
  8. 8

    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

    412GitHub 星标+123 (+42.6 %)
  9. 9

    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

    435GitHub 星标+125 (+40.3 %)
  10. 10

    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

    266GitHub 星标+93 (+53.8 %)
  11. 11

    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

    139GitHub 星标+62 (+80.5 %)
  12. 12

    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

    428GitHub 星标+106 (+32.9 %)
  13. 13

    技能
    活跃

    HEY CLI and Agent Skills

    Go许可证: MIT
    • agent-skills
    • hey

    github实测增长打开来源 ↗

    安装 git clone https://github.com/basecamp/hey-cli ~/.claude/skills/hey-cli

    315GitHub 星标+88 (+38.8 %)
  14. 14

    技能
    活跃

    AI-agent skill producing reusable Markdown from PDFs. It turns flowcharts, diagrams, and charts into text beside each caption instead of empty links. It checks an earlier conversion against the PDF and fixes misread or missing parts. Long…

    Python许可证: AGPL-3.0
    • agent-skills
    • ai-agents
    • codex
    • codex-skill
    • document-conversion

    github实测增长打开来源 ↗

    安装 git clone https://github.com/libnyx/LT2MD ~/.claude/skills/LT2MD

    104GitHub 星标+45 (+76.3 %)
  15. 15

    技能
    活跃

    Turn your Grok Bot into a 7-agent Hyperliquid trading desk. Roles, system prompts and skills your Bots use to research, size, execute and review.

    Python许可证: MIT
    • agent-plugin
    • agent-plugins
    • agent-skills
    • ai-agents
    • claude-code

    github实测增长打开来源 ↗

    安装 git clone https://github.com/galleonlabs/hypergrok-trading-desk ~/.claude/skills/hypergrok-trading-desk

    51GitHub 星标+33 (+183.3 %)
  16. 16

    技能
    活跃

    Daily-updated Top 100 Agent Skills rankings — installs, growth, and social buzz aggregated from skills.sh, ClawHub, Tencent SkillHub, GitHub, X and 10+ communities. Open data (CSV).

    • agent
    • agent-skills
    • ai-skills
    • awesome-skills
    • claude-skills

    github实测增长打开来源 ↗

    安装 git clone https://github.com/LinklyAI/best-skills ~/.claude/skills/best-skills

    394GitHub 星标+90 (+29.6 %)
  17. 17

    技能
    活跃

    Forge is the open-source runtime for Anthropic's Agent Skills standard — built for the agent that runs next to a service, in your environment, on infrastructure you already operate. Write a SKILL.md. Compile to a portable, hardened agent.…

    Go许可证: Apache-2.0
    • a2a
    • a2a-protocol
    • agent-cli
    • ai-agents
    • ai-agents-cli

    github实测增长打开来源 ↗

    安装 git clone https://github.com/initializ/forge ~/.claude/skills/forge

    227GitHub 星标+66 (+41.0 %)
  18. 18

    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

    207GitHub 星标+61 (+41.8 %)
  19. 19

    技能
    活跃

    ffprobe for documents — probe PDF, Microsoft Office, and Apple iWork files without opening them. Rust CLI + browser WASM SDK returning structured JSON with confidence, evidence, and measured I/O cost.

    Rust许可证: Apache-2.0
    • agent-skills
    • cli
    • document-metadata
    • document-parser
    • document-processing

    github实测增长打开来源 ↗

    安装 git clone https://github.com/deckflow/deckprobe ~/.claude/skills/deckprobe

    111GitHub 星标+41 (+58.6 %)
  20. 20

    技能
    活跃

    AI product management skills and plugin for Claude Code, Cowork, Codex and other AI agents: evidence-tagged PRDs, specs, requirements, RICE prioritization, backlog and roadmap scoring, product strategy, GTM launch plans, release…

    Shell许可证: MIT
    • agent-skills
    • ai-agents
    • ai-product-management
    • backlog
    • claude-code

    github实测增长打开来源 ↗

    安装 /plugin marketplace add naderelewa/Product-to-Prod

    37GitHub 星标+23 (+164.3 %)
  21. 21

    技能
    活跃

    Hire Google's Antigravity CLI (agy) as a fast Gemini staffer for Claude Code and OpenAI Codex.

    JavaScript许可证: MIT
    • agentic-ai
    • ai-agents
    • antigravity
    • antigravity-cli
    • chatgpt

    github实测增长打开来源 ↗

    安装 /plugin marketplace add keli-wen/agy-staff

    80GitHub 星标+31 (+63.3 %)
  22. 22

    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

    665GitHub 星标+95 (+16.7 %)
  23. 23

    技能
    活跃

    GEOHub: open, evidence-bounded GEO and SEO agent skills for AI Search, with research-grounded discovery, diagnosis, content, measurement, and one-line SEO planning.

    HTML许可证: AGPL-3.0
    • agent-skills
    • ai-search
    • claude
    • codex
    • generative-engine-optimization

    github实测增长打开来源 ↗

    安装 git clone https://github.com/yaojingang/GEOHub ~/.claude/skills/GEOHub

    150GitHub 星标+43 (+40.2 %)
  24. 24

    技能
    活跃

    88 installable open-source Agent Skills for research, social intelligence, marketing, and business workflows—compatible with Codex, Claude Code, Cursor, Gemini CLI, and DeepSeek Harness.

    Python许可证: Apache-2.0
    • agent-plugins
    • agent-skills
    • agent-skills-marketplace
    • ai-agents
    • ai-workflows

    github实测增长打开来源 ↗

    安装 /plugin marketplace add sandbaseai/sandbase-skills

    112GitHub 星标+36 (+47.4 %)

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
    110GitHub 星标+44 (+66.7 %)