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

156

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

    其他
    活跃

    Where people and agents build in tune.

    TypeScript许可证: Apache-2.0
    • agent-collaboration
    • agent-orchestration
    • agent-workspace
    • agentic-ai
    • agentic-workflow

    github实测增长打开来源 ↗

    3 666GitHub 星标+204 (+5.9 %)
  2. 2

    智能体
    活跃

    Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop

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

    github实测增长打开来源 ↗

    82 205GitHub 星标+1 096 (+1.4 %)
  3. 3

    技能
    活跃

    数学建模技能 - 面向 CUMCM、MCM/ICM 等数学建模竞赛的三阶段工作流：建模分析、Python/MATLAB 编程与 DOCX 论文生成。包含丰富的算法资源库(优化/预测/评价/图论/机器学习等)、角色指导文档、论文模板和实用工具脚本

    Python
    • claude-code
    • claude-skills
    • codex
    • codex-skill
    • cumcm

    github实测增长打开来源 ↗

    安装 git clone https://github.com/XiaoMaColtAI/math-modeling-skill ~/.claude/skills/math-modeling-skill

    1 009GitHub 星标+107 (+11.9 %)
  4. 4

    CLI
    活跃

    DSH 官方公众号收录的 TUI 补位插件：Claude Code 风，鲸鱼顶栏/实时状态/流式思考/双击 Esc 回滚/上下文进度+TPS。npm 一键装。 DSH official WeChat featured TUI plugin — Claude Code style: whale bar, live status, streaming thoughts, double-Esc rollback, context bar + TPS. npm one-click.

    TypeScript许可证: MIT
    • claude-code
    • coding-agent
    • deepseek
    • deepseek-harness
    • dsh-plugin

    github实测增长打开来源 ↗

    2 774GitHub 星标+170 (+6.5 %)
  5. 5

    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 527GitHub 星标+129 (+9.2 %)
  6. 6

    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 122GitHub 星标+149 (+7.6 %)
  7. 7

    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 240GitHub 星标+863 (+1.2 %)
  8. 8

    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 598GitHub 星标+282 (+3.0 %)
  9. 9

    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 583GitHub 星标+2 635 (+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 932GitHub 星标+965 (+1.0 %)
  11. 11

    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 292GitHub 星标+1 057 (+1.0 %)
  12. 12

    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

    389GitHub 星标+63 (+19.3 %)
  13. 13

    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 821GitHub 星标+2 265 (+0.93 %)
  14. 14

    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 350GitHub 星标+630 (+0.93 %)
  15. 15

    技能
    活跃

    Active Directory pentest methodology for Claude Code: skills, agents and slash commands for internal AD red-team work (Kerberoasting, ADCS ESC1-17, DCSync, ACL abuse, NTLM relay, delegation), with per-technique OPSEC/telemetry notes. Drives…

    许可证: MIT
    • active-directory
    • active-directory-security
    • adcs
    • bloodhound
    • claude

    github实测增长打开来源 ↗

    安装 /plugin marketplace add ADScanPro/Claude-AD

    141GitHub 星标+36 (+34.3 %)
  16. 16

    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 241GitHub 星标+697 (+0.90 %)
  17. 17

    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 929GitHub 星标+1 208 (+0.92 %)
  18. 18

    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 662GitHub 星标+196 (+4.4 %)
  19. 19

    技能
    活跃

    网文/小说写作 skill 包，覆盖长篇与短篇网络小说的扫榜、拆文、写作、去AI味、封面图全流程 | An all-in-one skill pack for long- and short-form web fiction.

    JavaScript许可证: MIT
    • ai-agent
    • ai-writing
    • chinese-novel
    • claude-code
    • claude-skills

    github实测增长打开来源 ↗

    安装 git clone https://github.com/zenstory-ai/oh-story-claudecode ~/.claude/skills/oh-story-claudecode

    6 338GitHub 星标+221 (+3.6 %)
  20. 20

    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 277GitHub 星标+638 (+0.79 %)
  21. 21

    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

    416GitHub 星标+61 (+17.2 %)
  22. 22

    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 603GitHub 星标+998 (+0.77 %)
  23. 23

    技能
    活跃

    Self-evolving second brain with 33 AI skills, 10 agents, and people CRM. Closed-loop harness: a V-model verification lifecycle where the worker never grades its own homework. Plus paired anti-slop design skills for marketing and product UI.…

    HTML许可证: MIT
    • agent-loop
    • agent-plugins
    • agent-skills
    • agentic
    • ai-agents

    github实测增长打开来源 ↗

    安装 git clone https://github.com/huytieu/COG-second-brain ~/.claude/skills/COG-second-brain

    1 154GitHub 星标+99 (+9.4 %)

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

    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 391GitHub 星标+119 (+9.4 %)
  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 157GitHub 星标+668 (+0.96 %)