工具说明为英文。

最新 — 30

This view contains entries created less than 30 days ago. The stored editorial content remains in English.

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

    智能体
    活跃

    DeepSeek Harness: Everything is a Plugin.

    TypeScript许可证: MIT
    • ai-agents
    • cordis
    • dsh
    • dsh-plugin

    github实测增长Measured age: 22 days1,503.54 GitHub 星标 per day over 6 days

    Daily change decreased by 206.86 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 78/100打开来源 ↗

    211 215GitHub 星标+9 019 (+4.5 %)
  2. 2

    应用
    活跃

    World's first open-source enterprise world model.

    Rust许可证: Apache-2.0
    • agent-memory
    • bitemporal
    • graphrag
    • knowledge-base
    • knowledge-graph

    github实测增长Measured age: 27 days986.42 GitHub 星标 per day over 3 days

    Daily change increased by 270.45 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 81.7/100打开来源 ↗

    3 799GitHub 星标+2 967 (+356.6 %)
  3. 3

    技能
    活跃

    De-AI writing skill for any Agent Skills-compatible agent (77+ via the Skills CLI), with native plugins for Claude Code, Codex, Grok Build, and Antigravity. Narrative-architecture repair for fiction, venue-matched rules for professional…

    Python许可证: MIT
    • agent-skills
    • ai-writing
    • antigravity
    • claude-code
    • codex

    github实测增长Measured age: 7 days245.06 GitHub 星标 per day over 6 days

    Daily change increased by 56.73 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 75/100打开来源 ↗

    安装 git clone https://github.com/Nanako0129/sepia ~/.claude/skills/sepia

    1 899GitHub 星标+1 470 (+342.7 %)
  4. 4

    应用
    活跃

    Spotify, native and fast. One lightweight Rust app for your whole library, local playback, and Spotify Connect on Linux, macOS, and Windows.

    Rust许可证: MIT
    • audio
    • cross-platform
    • desktop-app
    • egui
    • gui

    github实测增长Measured age: 8 days634.21 GitHub 星标 per day over 2 days

    Daily change decreased by 274.16 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 79.4/100打开来源 ↗

    2 847GitHub 星标+1 270 (+80.5 %)
  5. 5

    其他
    活跃

    A privacy-first app that strips AI watermarks from content you own.

    Python许可证: MIT
    • agent-skill
    • ai
    • anthropic
    • c2pa
    • chatgpt

    github实测增长Measured age: 23 days210.21 GitHub 星标 per day over 6 days

    Daily change decreased by 3.55 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 63.3/100打开来源 ↗

    20 348GitHub 星标+1 262 (+6.6 %)
  6. 6

    技能
    活跃

    Stop That Shit（别再造史了）｜面向 Codex/GPT 场景的多平台 Hook + Skill Guard：拦截 AI coding agent 无需求的哈希、校验和与任务范围膨胀。 A multi-platform Hook + Skill Guard for AI coding agents in Codex/GPT workflows: stop unrequested hashes, checksums, and task-scope creep.

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

    github实测增长Measured age: 23 days142.37 GitHub 星标 per day over 6 days

    Daily change increased by 15.34 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 59.7/100打开来源 ↗

    安装 git clone https://github.com/lennney/stop-that-shit ~/.claude/skills/stop-that-shit

    1 466GitHub 星标+854 (+139.5 %)
  7. 7

    智能体
    活跃

    Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent.

    TypeScript许可证: MIT
    • ag-ui
    • agent-governance
    • ai-agents
    • browser-automation
    • copilotkit

    github实测增长Measured age: 18 days138.92 GitHub 星标 per day over 6 days

    Daily change increased by 68.05 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 64/100打开来源 ↗

    4 153GitHub 星标+834 (+25.1 %)
  8. 8

    智能体
    活跃

    Sprix AI at 屿智同行 — state-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks.

    Python许可证: MIT
    • a2a
    • agent-orchestration
    • agent-routing
    • ai-agents
    • multi-agent-systems

    github实测增长Measured age: 17 days128.7 GitHub 星标 per day over 6 days

    Daily change decreased by 110.06 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 59.3/100打开来源 ↗

    3 359GitHub 星标+772 (+29.8 %)
  9. 9

    其他
    活跃

    Open-source ThreeUI Community catalog with live interactive components and complete Community source.

    HTML许可证: MIT
    • react
    • shaders
    • threejs
    • ui-components
    • webgl

    github实测增长Measured age: 14 days102.92 GitHub 星标 per day over 6 days

    Daily change decreased by 29.21 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 57.5/100打开来源 ↗

    5 071GitHub 星标+618 (+13.9 %)
  10. 10

    技能
    活跃

    Claude Code skill for premium scroll-driven websites. Scroll becomes the timeline, on a real design floor, verified by screenshotting its own scroll.

    JavaScript许可证: MIT
    • accessibility
    • agent-skills
    • ai-web-design
    • anthropic
    • claude-code

    github实测增长Measured age: 12 days86.35 GitHub 星标 per day over 6 days

    Daily change increased by 78.85 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 60.2/100打开来源 ↗

    安装 /plugin marketplace add nateherkai/scroll-craft

    1 686GitHub 星标+518 (+44.3 %)
  11. 11

    其他
    活跃

    🧩 FrontierAgent, our agent framework, open-sourced alongside it — native command-line TUI, ReAct and Agent Team modes, one command on macOS and Linux, no preinstall, no hard Docker dependency.

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

    github实测增长Measured age: 13 days60.1 GitHub 星标 per day over 6 days

    Daily change increased by 88.12 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 55.3/100打开来源 ↗

    1 591GitHub 星标+361 (+29.3 %)
  12. 12

    智能体
    活跃

    Best headless browser for AI agents. Lite, Fast, High-Compatibility. Built in Rust

    Rust许可证: Apache-2.0
    • ai-agents
    • ai-tools
    • browser
    • browser-automation
    • cloud-browser

    github实测增长Measured age: 25 days51.29 GitHub 星标 per day over 6 days

    Daily change decreased by 0.56 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 43.9/100打开来源 ↗

    1 681GitHub 星标+308 (+22.4 %)
  13. 13

    技能
    活跃

    Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, so effort multiplies with depth. Grounded in 2025-2026 research on model…

    JavaScript许可证: MIT
    • ai-agents
    • claude
    • claude-code
    • llm
    • productivity

    github实测增长Measured age: 25 days47.47 GitHub 星标 per day over 6 days

    Daily change increased by 8.41 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 43.8/100打开来源 ↗

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

    3 024GitHub 星标+285 (+10.4 %)
  14. 14

    智能体
    活跃

    Where agent teams gather. Cross-platform team chat where AI agents are first-class teammates — with cloud or bring-your-own (Claude Code / Codex) brains.

    TypeScript许可证: MIT

      github实测增长Measured age: 18 days39.63 GitHub 星标 per day over 6 days

      Daily change decreased by 2.55 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 43.6/100打开来源 ↗

      3 462GitHub 星标+238 (+7.4 %)
    • 15

      技能
      活跃

      Opinionated Oxlint rules for rejecting low-evidence TypeScript and JavaScript patterns

      TypeScript许可证: MIT
      • agent-skills
      • linting
      • oxlint
      • typescript

      github实测增长Measured age: 22 days34.84 GitHub 星标 per day over 6 days

      Daily change increased by 16.45 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 42.1/100打开来源 ↗

      安装 git clone https://github.com/dmmulroy/anti-slop ~/.claude/skills/anti-slop

      4 064GitHub 星标+209 (+5.4 %)
    • 16

      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Measured age: 24 days34.18 GitHub 星标 per day over 6 days

      Daily change increased by 2.47 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 39.9/100打开来源 ↗

      安装 git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus

      493GitHub 星标+205 (+71.2 %)
    • 17

      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Measured age: 8 days33.84 GitHub 星标 per day over 6 days

      Daily change increased by 0.98 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 45.9/100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 %)
    • 18

      MCP
      活跃

      x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step…

      Zig许可证: MIT
      • ai-agents
      • ai-debugging
      • binary-analysis
      • claude
      • claude-code

      github实测增长Measured age: 12 days31.84 GitHub 星标 per day over 6 days

      Daily change decreased by 3.52 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 43.6/100打开来源 ↗

      1 863GitHub 星标+191 (+11.4 %)
    • 19

      其他
      活跃

      302 open exercise illustrations and a framework-neutral npm package by Bryl Lim

      Astro许可证: MIT
      • exercise
      • expo
      • fitness
      • npm-package
      • open-source

      github实测增长Measured age: 11 days30.8 GitHub 星标 per day over 6 days

      Daily change decreased by 64.78 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 43.7/100打开来源 ↗

      1 165GitHub 星标+185 (+18.9 %)
    • 20

      MCP
      活跃

      A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.

      许可证: MIT
      • agent-skills
      • ai-agents
      • claude
      • claude-code
      • claude-code-skill

      github实测增长Measured age: 22 days25.81 GitHub 星标 per day over 6 days

      Daily change decreased by 4.86 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 37.7/100打开来源 ↗

      541GitHub 星标+155 (+40.2 %)
    • 21

      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Measured age: 22 days25.15 GitHub 星标 per day over 6 days

      Daily change increased by 12.63 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 38.6/100打开来源 ↗

      2 817GitHub 星标+151 (+5.7 %)
    • 22

      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Measured age: 14 days23.34 GitHub 星标 per day over 6 days

      Daily change increased by 3.97 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 40.3/100打开来源 ↗

      安装 git clone https://github.com/LB623/no-negative-echo ~/.claude/skills/no-negative-echo

      722GitHub 星标+140 (+24.1 %)
    • 23

      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Measured age: 9 days21.17 GitHub 星标 per day over 6 days

      Daily change increased by 4.98 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 41.6/100打开来源 ↗

      安装 /plugin marketplace add kharmanskyi/open-steps

      196GitHub 星标+127 (+184.1 %)
    • 24

      智能体
      活跃

      dsh-routing-suite — injector + router-standard kit: install the runtime injector first, then the task-aware reasoning-mode router preset (measured P1-P23).

      JavaScript许可证: MIT
      • ai-agents
      • cordis
      • deepseek-harness
      • dsh
      • dsh-plugin

      github实测增长Measured age: 20 days20.84 GitHub 星标 per day over 6 days

      Daily change decreased by 2.52 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 36.7/100打开来源 ↗

      7 058GitHub 星标+125 (+1.8 %)

    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

      breakscale

      其他
      活跃打开来源 ↗

      Build a system, load it until it breaks, and watch why. A system design simulator for learning distributed systems.

      TypeScript许可证: MIT
      • canvas
      • distributed-systems
      • education
      • learning
      • queueing-theory
      github资源实测增长
      1 003GitHub 星标+242 (+31.8 %)