工具说明为英文。

编程助手

编程助手和代码生成工具。

用途

活跃度

排序方式

192

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

    Data visualization Skill for AI Agents, turning data into polished, interactive HTML charts. 面向 AI Agents 的数据可视化 Skill，将数据快速生成精致、可交互的 HTML 图表。

    HTML
    • agent-skills
    • charts
    • claude-code
    • codex
    • data-visualization

    github实测增长打开来源 ↗

    安装 git clone https://github.com/larashero3-dotcom/lieflat-charts ~/.claude/skills/lieflat-charts

    2 024GitHub 星标+161 (+8.6 %)
  2. 2

    MCP
    活跃

    High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

    C许可证: MIT
    • aider
    • ast
    • claude-code
    • code-analysis
    • code-intelligence

    github实测增长打开来源 ↗

    41 326GitHub 星标+683 (+1.7 %)
  3. 3

    技能
    活跃

    Production-grade engineering skills for AI coding agents.

    JavaScript许可证: MIT
    • agent-skills
    • antigravity
    • claude-code
    • codex
    • cursor

    github实测增长打开来源 ↗

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

    91 233GitHub 星标+1 451 (+1.6 %)
  4. 4

    智能体
    活跃

    Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.

    Python许可证: Apache-2.0
    • agent-framework
    • agent-governance
    • agent-orchestration
    • agents
    • ai

    github实测增长打开来源 ↗

    9 566GitHub 星标+285 (+3.1 %)
  5. 5

    技能
    活跃

    A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

    Python
    • agent-skills
    • ai-agents
    • antigravity
    • automation
    • claude

    github实测增长打开来源 ↗

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

    74 083GitHub 星标+836 (+1.1 %)
  6. 6

    技能
    活跃

    The trust layer for agent-to-agent commerce — natural-language mandates, ERC-7710 delegated permissions, x402 payments, escrow, and dispute resolution as one open, catch-all Agent Skill / Claude Code plugin.

    TypeScript
    • a2a
    • adjudication
    • agent-payments
    • agent-skills
    • agentic-commerce

    github实测增长打开来源 ↗

    安装 git clone https://github.com/internet-court/internet-court-skill ~/.claude/skills/internet-court-skill

    5 090GitHub 星标+216 (+4.4 %)
  7. 7

    技能
    活跃

    AI agents can generate code, but they still struggle to understand what they build. Reticle gives them runtime perception of web & desktop applications.

    TypeScript
    • agent-skill
    • agent-skills
    • agent-testing
    • agent-verification
    • ai-testing-tool

    github实测增长打开来源 ↗

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

    412GitHub 星标+66 (+19.1 %)
  8. 8

    智能体
    活跃

    The agent that grows with you

    Python许可证: MIT
    • ai
    • ai-agent
    • ai-agents
    • anthropic
    • chatgpt

    github实测增长打开来源 ↗

    239 083GitHub 星标+2 588 (+1.1 %)
  9. 9

    其他
    活跃

    🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

    Go
    • ai
    • anthropic
    • caveman
    • claude
    • claude-code

    github实测增长打开来源 ↗

    102 068GitHub 星标+1 097 (+1.1 %)
  10. 10

    技能
    活跃

    Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini,…

    JavaScript许可证: Apache-2.0
    • ai
    • ai-agents
    • ai-memory
    • anthropic
    • artificial-intelligence

    github实测增长打开来源 ↗

    安装 /plugin marketplace add thedotmack/claude-mem

    92 786GitHub 星标+938 (+1.0 %)
  11. 11

    其他
    活跃

    AI-powered bug bounty hunting toolkit that works with or without subscription.

    Python许可证: MIT
    • ai-security
    • bug-bounty
    • bugcrowd
    • claude-ai
    • claude-code

    github实测增长打开来源 ↗

    4 628GitHub 星标+197 (+4.4 %)
  12. 12

    MCP
    活跃

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

    Python许可证: Apache-2.0
    • agent
    • ai
    • anthropic
    • claude-code
    • compression

    github实测增长打开来源 ↗

    68 221GitHub 星标+619 (+0.92 %)
  13. 13

    其他
    活跃

    💫 Toolkit to help you get started with Spec-Driven Development

    Python许可证: MIT
    • ai
    • copilot
    • development
    • engineering
    • prd

    github实测增长打开来源 ↗

    132 645GitHub 星标+1 166 (+0.89 %)
  14. 14

    智能体
    活跃

    The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

    JavaScript许可证: MIT
    • ai-agents
    • anthropic
    • claude
    • claude-code
    • developer-tools

    github实测增长打开来源 ↗

    245 322GitHub 星标+2 085 (+0.86 %)
  15. 15

    CLI
    活跃

    CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

    Rust许可证: Apache-2.0
    • agentic-coding
    • ai-coding
    • anthropic
    • claude-code
    • cli

    github实测增长打开来源 ↗

    78 098GitHub 星标+671 (+0.87 %)
  16. 16

    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 313GitHub 星标+109 (+9.1 %)
  17. 17

    技能
    活跃

    Multi-tier framework for evaluating AI agent skills with quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation that measures how skills affect agent behavior.

    Python许可证: Apache-2.0
    • agent-evaluation
    • agent-security
    • agent-skills
    • agentic-ai
    • benchmark

    github实测增长打开来源 ↗

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

    363GitHub 星标+58 (+19.0 %)
  18. 18

    应用
    活跃

    A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io

    Rust许可证: MIT
    • ai-tools
    • claude-code
    • codex
    • desktop-app
    • grok

    github实测增长打开来源 ↗

    130 418GitHub 星标+1 008 (+0.78 %)
  19. 19

    技能
    活跃

    Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

    TypeScript许可证: MIT
    • antigravity-skills
    • business-knowledge
    • claude-code
    • claude-skills
    • codebase-analysis

    github实测增长打开来源 ↗

    安装 git clone https://github.com/Egonex-AI/Understand-Anything ~/.claude/skills/Understand-Anything

    81 110GitHub 星标+603 (+0.75 %)
  20. 20

    技能
    活跃

    The meta-skill that builds and improves all your skills, including itself. Watches your work sessions (autonomous or human-led), captures patterns, corrections and judgement calls, and turns them into skill improvements and new skill…

    Python
    • agent-skills
    • agentic-skills
    • ai-skills
    • augmented-expertise
    • awesome-skills

    github实测增长打开来源 ↗

    安装 git clone https://github.com/rebelytics/one-skill-to-rule-them-all ~/.claude/skills/one-skill-to-rule-them-all

    2 188GitHub 星标+130 (+6.3 %)
  21. 21

    技能
    活跃

    Turn one topic into a finished Vox-style paper-collage explainer/ad video — automated end to end on Atlas Cloud + ffmpeg. An agent skill.

    Python许可证: MIT
    • ai
    • ai-video
    • claude-code
    • claude-skill
    • collage-video

    github实测增长打开来源 ↗

    安装 git clone https://github.com/Alisa0808/vox-director ~/.claude/skills/vox-director

    1 677GitHub 星标+112 (+7.2 %)
  22. 22

    技能
    活跃

    Open-source, local-first conversational AI video editor with a professional multi-track timeline, Agent Skills, MCP integration, and Remotion rendering.

    TypeScript许可证: AGPL-3.0
    • agent-skills
    • agentic-ai
    • ai-agent
    • ai-video-editor
    • capcut

    github实测增长打开来源 ↗

    安装 git clone https://github.com/0xsline/OpenChatCut ~/.claude/skills/OpenChatCut

    1 483GitHub 星标+104 (+7.5 %)
  23. 23

    其他
    活跃

    Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.

    Python
    • agentskills
    • claude-code
    • claude-code-skill
    • claude-plugin
    • context-engineering

    github实测增长打开来源 ↗

    2 084GitHub 星标+120 (+6.1 %)

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

    autoharness

    技能
    活跃打开来源 ↗

    Autoharness — a self-learning skill layer for Claude Code — distills skills from your real sessions, updates them as you work, and prunes the ones that stop getting used. No daemon, no benchmark.

    Python许可证: MIT
    • agent-skills
    • claude-code
    • claude-code-plugin
    • llm-agents
    • python
    github

    安装 /plugin marketplace add tigerless-labs/autoharness

    资源实测增长
    1 365GitHub 星标+122 (+9.8 %)
  2. 2

    ruflo

    MCP
    活跃打开来源 ↗

    🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code /…

    TypeScript许可证: MIT
    • agentic-ai
    • agentic-framework
    • agentic-workflow
    • agents
    • ai-agents
    github资源实测增长
    70 033GitHub 星标+619 (+0.89 %)