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

    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 %)
  2. 2

    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 %)
  3. 3

    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 %)
  4. 4

    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 %)
  5. 5

    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 %)
  6. 6

    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 %)
  7. 7

    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 %)
  8. 8

    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 %)
  9. 9

    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 %)
  10. 10

    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 %)
  11. 11

    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 %)
  12. 12

    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 %)
  13. 13

    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

    89GitHub 星标+38 (+74.5 %)
  14. 14

    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 %)
  15. 15

    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 %)
  16. 16

    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

    43GitHub 星标+26 (+152.9 %)
  17. 17

    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 %)
  18. 18

    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 %)
  19. 19

    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 %)
  20. 20

    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: MIT
    • 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

    99GitHub 星标+36 (+57.1 %)
  21. 21

    技能
    活跃

    Open-source, local-first video editor where creators and AI agents edit the same real timeline.

    JavaScript许可证: MIT
    • agent-skills
    • ai-music
    • ai-video-editor
    • ai-voiceover
    • automatic-captions

    github实测增长打开来源 ↗

    安装 git clone https://github.com/MartinDelophy/ai-video-editor ~/.claude/skills/ai-video-editor

    696GitHub 星标+97 (+16.2 %)
  22. 22

    技能
    活跃

    Agent Skill: turn AI-generated video into 2D game sprite sheets (the Mortal Kombat method, with MiniMax H3 as the actor)

    Python许可证: MIT
    • agent-skills
    • ai-video
    • claude-code
    • game-development
    • sprites

    github实测增长打开来源 ↗

    安装 git clone https://github.com/gary149/h3-game-sprites ~/.claude/skills/h3-game-sprites

    111GitHub 星标+36 (+48.0 %)
  23. 23

    技能
    活跃

    File your Indian income tax return (ITR) from your terminal. Deterministic tax engine, both regimes, AY 2026-27. Claude Code / Codex / Gemini skill.

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

    github实测增长打开来源 ↗

    安装 git clone https://github.com/karanb192/itr-wala ~/.claude/skills/itr-wala

    839GitHub 星标+104 (+14.1 %)

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 %)