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最新 — 7

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排序方式

按实测增长排序，并在不同来源间归一化。

该排名的计算方式

The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.

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

    MCP
    活跃

    ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.

    TypeScript许可证: MIT
    • ai-agents
    • chatgpt
    • codex
    • mcp
    • model-context-protocol

    github实测增长Measured age: 6 days237.82 GitHub 星标 per day over 4 days

    Daily change decreased by 218.07 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 71.4/100打开来源 ↗

    2 412GitHub 星标+952 (+65.2 %)
  2. 2

    技能
    活跃

    An agent organization for Claude Code, structured as a company — 15+ departments, 125+ skills, each independently installable.

    Markdown许可证: MIT
    • agent-marketplace
    • claude-code
    • claude-code-plugin
    • claude-plugin
    • claude-skills

    github实测增长Measured age: 6 days178.51 GitHub 星标 per day over 5 days

    Daily change decreased by 9.61 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 67.9/100打开来源 ↗

    安装 /plugin marketplace add cbrock84/headcount

    1 191GitHub 星标+893 (+299.7 %)
  3. 3

    MCP
    活跃

    Open-source SEO + GEO skills for Claude — keyword research, rank tracking, site audits, backlinks, competitor gaps, AI visibility. Runs on your real Search Console / GA4 / ads data via MCP, with DataForSEO built in. Free, MIT.

    Shell许可证: MIT
    • ai-seo
    • backlinks
    • claude
    • claude-skills
    • dataforseo

    github实测增长Measured age: 5 days94.18 GitHub 星标 per day over 4 days

    Daily change decreased by 27.57 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 59.7/100打开来源 ↗

    419GitHub 星标+377 (+897.6 %)
  4. 4

    技能
    活跃

    SEO Landing: Give your AI coding agent the capabilities of a senior Technical SEO engineer. An agent skill for building high-performance, technically optimized SEO landing pages. Turn an AI coding agent into a technical SEO specialist.…

    HTML许可证: MIT
    • agent-skills
    • claude-skills
    • codex
    • core-web-vitals
    • cursor

    github实测增长Measured age: 6 days18.59 GitHub 星标 per day over 5 days

    Daily change decreased by 22.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 41.3/100打开来源 ↗

    安装 git clone https://github.com/aleksandr-alhoff/seo-landing ~/.claude/skills/seo-landing

    137GitHub 星标+93 (+211.4 %)
  5. 5

    其他
    活跃

    Background tasks that keep running after your app is backgrounded, for React Native and Expo. Wraps iOS 26 BGContinuedProcessingTask (Live Activity) and Android WorkManager foreground services behind one typed API. Swift + Kotlin via Nitro…

    TypeScript许可证: MIT
    • android
    • background-processing
    • background-task
    • background-tasks
    • background-upload

    github实测增长Measured age: 2 days29.97 GitHub 星标 per day over 2 days

    Daily change decreased by 36.44 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 46.9/100打开来源 ↗

    187GitHub 星标+60 (+47.2 %)
  6. 6

    技能
    活跃

    A Claude skill that turns brainstorming into an interactive mind map of inverted assumptions — no answers, no ranking, just provocations.

    许可证: MIT
    • ai
    • ai-tools
    • claude
    • claude-ai
    • claude-code-skill

    github实测增长Measured age: 3 days19.98 GitHub 星标 per day over 2 days

    Acceleration cannot be measured yet: three snapshots are required.

    Descriptive emergence index : 47.8/100打开来源 ↗

    安装 git clone https://github.com/ara-mkr/Wonder-Pill ~/.claude/skills/Wonder-Pill

    100GitHub 星标+40 (+66.7 %)
  7. 7

    技能
    活跃

    豆包工作系统化中文实践指南：教程、真实任务、Skills、连接器、自动化与多 Agent 工作流。

    JavaScript许可证: MIT
    • agent-skills
    • ai-agent
    • doubao
    • guide
    • multi-agent

    github实测增长Measured age: 4 days17.48 GitHub 星标 per day over 2 days

    Acceleration cannot be measured yet: three snapshots are required.

    Descriptive emergence index : 46.3/100打开来源 ↗

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

    116GitHub 星标+35 (+43.2 %)
  8. 8

    技能
    活跃

    WikiSkill (arXiv:2608.27454) for Hermes Agent — self-evolving agent skills via a persistent knowledge wiki. Faithful Algorithm 1 implementation with real agent runs, isolated skill gating, and a documented live run log.

    Python许可证: MIT
    • agent-skills
    • agents
    • ai-agents
    • arxiv
    • hermes-agent

    github实测增长Measured age: 5 days16.98 GitHub 星标 per day over 2 days

    Acceleration cannot be measured yet: three snapshots are required.

    Descriptive emergence index : 45.6/100打开来源 ↗

    安装 git clone https://github.com/ashutoshsinghpr7/wikiskill ~/.claude/skills/wikiskill

    101GitHub 星标+34 (+50.7 %)
  9. 9

    技能
    活跃

    The marketing OS for AI agents — think like a marketer first, get tactics as the output.

    HTML许可证: MIT
    • agent-skills
    • ai-agents
    • b2b-sales
    • claude-code
    • cursor-rules

    github实测增长Measured age: 2 days14.98 GitHub 星标 per day over 2 days

    Acceleration cannot be measured yet: three snapshots are required.

    Descriptive emergence index : 46/100打开来源 ↗

    安装 git clone https://github.com/axelfreeman/marketing-mindset ~/.claude/skills/marketing-mindset

    31GitHub 星标+30 (+3000.0 %)
  10. 10

    技能
    活跃

    Stop your coding agent from stalling real work on self-invented bookkeeping - receipts, hashes, locks, certification rituals. Ship first, then verify. Skill for Claude Code, Codex, and other agents.

    Shell许可证: MIT
    • agent-skills
    • agents
    • agentskills
    • ai-agents
    • anthropic

    github实测增长Measured age: 5 days6.25 GitHub 星标 per day over 4 days

    Daily change decreased by 11.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 36.3/100打开来源 ↗

    安装 git clone https://github.com/Vuk97/forward-implementation-first ~/.claude/skills/forward-implementation-first

    161GitHub 星标+25 (+18.4 %)
  11. 11

    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Measured age: 6 days3.83 GitHub 星标 per day over 6 days

    Daily change decreased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 34.7/100打开来源 ↗

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

    37GitHub 星标+23 (+164.3 %)
  12. 12

    技能
    活跃

    Claude Design in Claude Code, Codex, Cursor, and 20+ agents. Designs come from your real components, tokens, and states; approved revisions sync back.

    Python
    • agent-skills
    • ai-coding
    • anthropic
    • claude
    • claude-code

    github实测增长Measured age: 4 days4.49 GitHub 星标 per day over 2 days

    Acceleration cannot be measured yet: three snapshots are required.

    Descriptive emergence index : 39.8/100打开来源 ↗

    安装 git clone https://github.com/maxritter/open-claude-design ~/.claude/skills/open-claude-design

    19GitHub 星标+9 (+90.0 %)
  13. 13

    智能体
    活跃

    AETHER — an open protocol for AI agents to discover, negotiate, and pay each other. Ed25519-signed, JSON-native, zero-dependency.

    Python许可证: MIT
    • agent-to-agent
    • agentic
    • ai-agents
    • cyrptography
    • ed25519

    github实测增长Measured age: 6 days1.5 GitHub 星标 per day over 2 days

    Acceleration cannot be measured yet: three snapshots are required.

    Descriptive emergence index : 37.2/100打开来源 ↗

    3GitHub 星标+3
  14. 14

    技能
    活跃

    Rate limit? Switching coding agents? Stele keeps write-ahead task state so work resumes in any harness with nothing to re-explain.

    Python许可证: MIT
    • agent-memory
    • agent-skills
    • agents-md
    • ai-agents
    • claude-code

    github实测增长Measured age: 3 days0.5 GitHub 星标 per day over 2 days

    Acceleration cannot be measured yet: three snapshots are required.

    Descriptive emergence index : 37.9/100打开来源 ↗

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

    3GitHub 星标+1 (+50.0 %)
  15. 15

    技能
    活跃

    The ultimate open-source directory of production-grade AI Agent skills, system instructions, and custom rules (.mdc) for Cursor, Claude Code, Windsurf, and Copilot. Stop writing code from scratch—just copy, paste, and vibe-code at 10x…

    TypeScript
    • ai-agents
    • automation
    • awesome-list
    • claude-code
    • copilot-instructions

    github实测增长Measured age: 2 days0.5 GitHub 星标 per day over 2 days

    Acceleration cannot be measured yet: three snapshots are required.

    Descriptive emergence index : 38.3/100打开来源 ↗

    安装 git clone https://github.com/ashish7802/awesome-agent-skills ~/.claude/skills/awesome-agent-skills

    1GitHub 星标+1
  16. 16

    MCP
    活跃

    Live and historical electricity prices and demand for 25 grids; carbon intensity for GB.

    TypeScript许可证: MIT

      mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 6 days

      Daily change is identical across the last two measured intervals.

      Descriptive emergence index : 32.7/100打开来源 ↗

      需在 MCP 配置中声明的远程服务器 https://api.grid-hub.app/mcp

      0GitHub 星标稳定
    • 17

      智能体
      活跃

      Battery cell visual quality control using multi-agent architecture with A2A protocol — CNN defect detection, cross-session memory, drift detection and Streamlit monitoring dashboard

      • a2a-protocol
      • anomaly-detection
      • battery-inspection
      • cnn
      • computer-vision

      github实测增长Measured age: 3 days0 GitHub 星标 per day over 6 days

      Daily change is identical across the last two measured intervals.

      Descriptive emergence index : 33.8/100打开来源 ↗

      0GitHub 星标稳定
    • 18

      MCP
      活跃

      Focused, production-ready CLI: turn any OpenAPI REST API into an MCP server.

      ↓ 1 642 下载/周Python许可证: MIT

        mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 6 days

        Daily change is identical across the last two measured intervals.

        Descriptive emergence index : 32.7/100打开来源 ↗

        安装 claude mcp add mcpify -- uvx mcpify-openapi

        1GitHub 星标稳定
      • 19

        MCP
        活跃

        Free anonymous selections from released European IP profiles, rankings, and market statistics.

        Python许可证: Apache-2.0

          mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 6 days

          Daily change is identical across the last two measured intervals.

          Descriptive emergence index : 32.7/100打开来源 ↗

          需在 MCP 配置中声明的远程服务器 https://mcp.iprate.eu/mcp

          0GitHub 星标稳定
        • 20

          技能
          活跃

          An anti-AI-slop writing standard and checker for AI-drafted text. Scores any document 0-100 against 43 rules on four axes: plain words, human voice, structure, information density. One JSON rule pack compiles to 18 targets - Claude Code…

          Python许可证: MIT
          • agent-skills
          • agents-md
          • ai-slop
          • ai-writing
          • anti-ai-slop

          github实测增长Measured age: 6 days0 GitHub 星标 per day over 6 days

          Daily change is identical across the last two measured intervals.

          Descriptive emergence index : 32.7/100打开来源 ↗

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

          1GitHub 星标稳定
        • 21

          技能
          活跃

          Claude forgets everything between sessions. This skill installs the fix: a memory loop for Claude Code — one small BRIEF.md every session reads first, fed by a battle-tested capture discipline.

          Python许可证: MIT
          • claude
          • claude-ai
          • claude-code
          • claude-code-plugin
          • claude-code-skill

          github实测增长Measured age: 6 days0 GitHub 星标 per day over 6 days

          Daily change is identical across the last two measured intervals.

          Descriptive emergence index : 32.7/100打开来源 ↗

          安装 /plugin marketplace add Elliotoh-jin/claude-memory-loop

          1GitHub 星标稳定
        • 22

          MCP
          活跃

          Toolbox for AI agent skills: scaffold, lint, pack, install, and serve SKILL.md skills

          ↓ 303 下载/周Python许可证: MIT

            mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 6 days

            Daily change is identical across the last two measured intervals.

            Descriptive emergence index : 32.7/100打开来源 ↗

            安装 claude mcp add skillkit -- uvx skillkit-cli

            0GitHub 星标稳定
          • 23

            MCP
            活跃

            Offline PDF and text tools: merge, extract pages, inspect, clean text. No upload, no API key.

            JavaScript许可证: MIT

              mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 6 days

              Daily change is identical across the last two measured intervals.

              Descriptive emergence index : 32.7/100打开来源 ↗

              安装 claude mcp add tooldash-mcp -- npx tooldash-mcp

              0GitHub 星标稳定

            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

              IKONA-Security

              其他
              活跃打开来源 ↗

              🛡️ Comprehensive Cybersecurity Arsenal, Bug Bounty Payloads & Security Audit Tools by IKONA ONI

              Python
              • awesome-list
              • bug-bounty
              • cybersecurity
              • ethical-hacking
              • ikona
              github资源实测增长
              117GitHub 星标+7 (+6.4 %)
            2. 2

              slideops

              技能
              活跃打开来源 ↗

              Turn a repository into a slide deck that tells you when it stops matching the code

              HTML许可证: MIT
              • agent-skills
              • claude-code
              • claude-skills
              • developer-tools
              • docs-as-code
              github

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

              资源实测增长
              36GitHub 星标+1 (+2.9 %)