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最新 — 90

This view contains entries created less than 90 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

    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Measured age: 72 days8.5 GitHub 星标 per day over 6 days

    Daily change decreased by 8 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 11.3/100打开来源 ↗

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

    399GitHub 星标+51 (+14.7 %)
  2. 2

    模型
    未知最近提交：暂无数据
    许可证: Apache-2.0
    • gguf
    • qwen
    • qwen3.5-4b
    • qwen3.5-4b_4bit_gguf
    • text-generation

    huggingface实测增长Measured age: 55 days3.66 Hub 30 天下载量 per day over 6 days

    Daily change decreased by 0.99 Hub 30 天下载量/day between the last two measured intervals.

    Descriptive emergence index : 15.6/100打开来源 ↗

    Transformers 标识符 Elmermoreno/qwen3.5-4b-gguf

    81Hub 30 天下载量+22 (+37.3 %)
  3. 3

    技能
    活跃

    Claude Code & Codex skill: say "share this as a link" and any AI output — chat, artifact, or markdown — becomes a live public URL in ~10 seconds, with document tracking (aggregate view counts). A lightweight DocSend alternative for the…

    许可证: MIT
    • ai-tools
    • anthropic
    • claude
    • claude-artifacts
    • claude-code

    github实测增长Measured age: 46 days6 GitHub 星标 per day over 6 days

    Daily change increased by 5.49 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 20.7/100打开来源 ↗

    安装 git clone https://github.com/dashaworks/share-as-link-skill ~/.claude/skills/share-as-link-skill

    209GitHub 星标+36 (+20.8 %)
  4. 4

    技能
    活跃

    Open-source Claude agent skill that teaches Claude Code, Claude Desktop & Claude AI to create and edit professional motion graphics videos with Remotion. AI video editing, B-roll, captions, sound design — from one prompt.

    TypeScript许可证: MIT
    • ai-agents
    • ai-video
    • ai-video-editor
    • ai-video-generation
    • anthropic

    github实测增长Measured age: 83 days4.33 GitHub 星标 per day over 6 days

    Daily change increased by 0.99 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 5.1/100打开来源 ↗

    安装 git clone https://github.com/haidrrrry/claude-remotion-skill ~/.claude/skills/claude-remotion-skill

    118GitHub 星标+26 (+28.3 %)
  5. 5

    其他
    活跃

    Multiplayer agent harness for work.

    TypeScript许可证: MIT
    • ai
    • assistant
    • harness
    • qm

    github实测增长Measured age: 36 days38.48 GitHub 星标 per day over 6 days

    Daily change increased by 7.14 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 36.9/100打开来源 ↗

    14 543GitHub 星标+231 (+1.6 %)
  6. 6

    MCP
    活跃

    Governance standard and reference toolset for LLM-maintained knowledge corpora

    Python
    • agentic-workflows
    • ai-agents
    • auditability
    • claude-code-plugin
    • deepseek-harness

    github实测增长Measured age: 31 days7 GitHub 星标 per day over 6 days

    Daily change increased by 5.49 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 27.1/100打开来源 ↗

    310GitHub 星标+42 (+15.7 %)
  7. 7

    其他
    活跃

    Redteam / Pentest Skill Pack — semi-automated workflow + on-demand module selection + real-world attack chains | Kali + Claude Code 红队/渗透/技能包 - 半自动工作流 + 按需点选模块 + 实战利用链 | 基于 Kali 与 Claude Code

    Python许可证: MIT
    • claude-code-skill
    • claude-code-skills
    • htb
    • kali
    • kali-linux

    github实测增长Measured age: 14 days2.33 GitHub 星标 per day over 6 days

    Daily change decreased by 1.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 30.8/100打开来源 ↗

    41GitHub 星标+14 (+51.9 %)
  8. 8

    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Measured age: 56 days15.32 GitHub 星标 per day over 6 days

    Daily change increased by 13.79 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 21.7/100打开来源 ↗

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

    1 717GitHub 星标+92 (+5.7 %)
  9. 9

    技能
    活跃

    把 Markdown 一键排成可直接粘进公众号编辑器的精致 HTML —— 6 套精选主题 + 主题生成器 + 双关卡校验。An AI-agent skill that turns Markdown into paste-ready WeChat article HTML.

    HTML
    • agent-skill
    • ai-agent
    • claude-code
    • codex
    • cursor

    github实测增长Measured age: 65 days20.65 GitHub 星标 per day over 6 days

    Daily change increased by 6.72 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 19.8/100打开来源 ↗

    安装 git clone https://github.com/isjiamu/gzh-design-skill ~/.claude/skills/gzh-design-skill

    3 495GitHub 星标+124 (+3.7 %)
  10. 10

    其他
    活跃

    OpenAI Codex 桌面端/CLI 的可视化管理工具，具有Provider/API 切换、会话同步、提示词注入、Skills/MCP 管理、TOML 配置可视化的跨平台工具。

    Rust许可证: MIT

      github实测增长Measured age: 62 days19.34 GitHub 星标 per day over 6 days

      Daily change increased by 5.98 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 20.4/100打开来源 ↗

      2 978GitHub 星标+116 (+4.1 %)
    • 11

      智能体
      活跃

      Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

      TypeScript许可证: MIT
      • agentic-ai
      • ai-agents
      • ai-coding
      • anthropic
      • automation

      github实测增长Measured age: 87 days32.48 GitHub 星标 per day over 6 days

      Daily change increased by 51.12 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 18/100打开来源 ↗

      10 919GitHub 星标+195 (+1.8 %)
    • 12

      其他
      活跃

      Beautiful pdf components, built on Takumi and Forme. 100% Free, Zero config, one command setup.

      TypeScript许可证: MIT
      • forme
      • html-to-pdf
      • jsx
      • pdf
      • pdf-generation

      github实测增长Measured age: 24 days11.49 GitHub 星标 per day over 6 days

      Daily change decreased by 16.28 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 31.3/100打开来源 ↗

      954GitHub 星标+69 (+7.8 %)
    • 13

      其他
      活跃

      无需 ROOT 的开源 Android 屏幕实时翻译工具，适合游戏、视觉小说和漫画。支持端侧与云端 OCR、离线 LLM、多种翻译服务和文字朗读（TTS），译文可直接显示在画面上。Open-source no-root Android real-time screen translator for games, visual novels, and manga. Supports on-device and cloud OCR, offline LLMs, multiple…

      Kotlin许可证: Apache-2.0
      • android
      • android-app
      • game-translation
      • gguf
      • kotlin

      github实测增长Measured age: 74 days9.82 GitHub 星标 per day over 6 days

      Daily change increased by 15.78 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 12.5/100打开来源 ↗

      743GitHub 星标+59 (+8.6 %)
    • 14

      其他
      活跃

      Gemma 4 26B-A4B inference in ~2 GB of RAM on any M-series MacBook

      Swift许可证: Apache-2.0
      • apple-silicon
      • gemma
      • gemma4
      • gemma4-26b-a4b
      • gpgpu

      github实测增长Measured age: 48 days25.32 GitHub 星标 per day over 6 days

      Daily change decreased by 25.53 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 27.4/100打开来源 ↗

      6 613GitHub 星标+152 (+2.4 %)
    • 15

      其他
      活跃

      Core IaaS engine and cloud infrastructure foundation of ZSvirt

      Java许可证: GPL-3.0
      • cloud-native
      • hypervisor
      • iaas
      • infrastructure
      • kvm

      github实测增长Measured age: 21 days13.65 GitHub 星标 per day over 6 days

      Daily change decreased by 12.24 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 33.4/100打开来源 ↗

      1 577GitHub 星标+82 (+5.5 %)
    • 16

      MCP
      活跃

      Open-source auth gateway connecting 1000+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.

      TypeScript许可证: Apache-2.0
      • agent-tools
      • ai-agents
      • api-gateway
      • automation
      • cli

      github实测增长Measured age: 67 days22.82 GitHub 星标 per day over 6 days

      Daily change increased by 2.7 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 19.4/100打开来源 ↗

      5 532GitHub 星标+137 (+2.5 %)
    • 17

      技能
      活跃

      Code-quality skills by Max Kanat-Alexander.

      许可证: CC0-1.0
      • agent-skills
      • ai-agents
      • claude-code
      • code-quality
      • codex

      github实测增长Measured age: 11 days2.83 GitHub 星标 per day over 6 days

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

      Descriptive emergence index : 32.3/100打开来源 ↗

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

      69GitHub 星标+17 (+32.7 %)
    • 18

      其他
      活跃

      A library of creative canvas components. Real HTML with WebGL effects running over it. React, Vue, Svelte, vanilla.

      TypeScript
      • animation
      • canvas
      • component-library
      • components
      • creative-coding

      github实测增长Measured age: 50 days20.32 GitHub 星标 per day over 6 days

      Daily change decreased by 21.39 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 24.8/100打开来源 ↗

      4 476GitHub 星标+122 (+2.8 %)
    • 19

      技能
      活跃

      Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science desktop alternative built on Tauri + MCP + agent skills.

      TypeScript
      • ai-agent
      • ai-for-science
      • ai-scientist
      • ai4s
      • claude-science

      github实测增长Measured age: 63 days12.84 GitHub 星标 per day over 6 days

      Daily change decreased by 2.01 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 16.8/100打开来源 ↗

      安装 git clone https://github.com/ai4s-research/open-science ~/.claude/skills/open-science

      1 580GitHub 星标+77 (+5.1 %)
    • 20

      技能
      活跃

      Academic Paper Search：中文科研用户的 Codex / Claude Code / DeepSeek Harness Skill + MCP；跨 CrossRef、PubMed、arXiv、OpenAlex、Europe PMC 检索去重，支持 MeSH、引用核验、引文图谱、试验检索与审计导出。

      Python许可证: MIT
      • academic-search
      • agent-skills
      • arxiv
      • chinese
      • citation-graph

      github实测增长Measured age: 85 days4.5 GitHub 星标 per day over 6 days

      Daily change increased by 2.99 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 4.6/100打开来源 ↗

      安装 git clone https://github.com/wp-a/nature-academic-search ~/.claude/skills/nature-academic-search

      178GitHub 星标+27 (+17.9 %)
    • 21

      技能
      活跃

      AI agent skill to generate beautiful, unique slide decks with reveal.js - new design for every prompt.

      许可证: MIT
      • agent-skill
      • agent-skills
      • ai
      • ai-presentation
      • ai-presentation-generator

      github实测增长Measured age: 81 days2 GitHub 星标 per day over 6 days

      Daily change decreased by 1.5 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 4.6/100打开来源 ↗

      安装 /plugin marketplace add arifszn/slide-wright

      41GitHub 星标+12 (+41.4 %)
    • 22

      其他
      活跃

      The open-source AI workbench for scientific research

      TypeScript许可证: Apache-2.0
      • agent
      • ai
      • ai-agent
      • ai-scientist
      • bioinformatics

      github实测增长Measured age: 63 days16.82 GitHub 星标 per day over 6 days

      Daily change increased by 6.49 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 19/100打开来源 ↗

      3 453GitHub 星标+101 (+3.0 %)
    • 23

      其他
      活跃

      The AI automation platform, self-hosted. Describe the job in chat and LiveContext builds it: readable workflows, scoped AI agents, and small apps your team uses. Chat, Workflow, Agent and App on one canvas.

      Java许可证: AGPL-3.0
      • agent-framework
      • agents
      • ai
      • ai-agents
      • ai-automation

      github实测增长Measured age: 79 days6.33 GitHub 星标 per day over 6 days

      Daily change decreased by 2.13 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 7.6/100打开来源 ↗

      396GitHub 星标+38 (+10.6 %)
    • 24

      技能
      活跃

      Agent skill for AI trip planning (Claude Code · Codex · Gemini CLI · Cursor · Copilot · any SKILL.md agent) — verified, bookable itineraries: hour-by-hour days, real flight prices, offline KML maps, eight themed page designs · 旅行规划 / 行程 /…

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

      github实测增长Measured age: 19 days1.83 GitHub 星标 per day over 6 days

      Daily change decreased by 2 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 28.6/100打开来源 ↗

      安装 git clone https://github.com/skywain/trip-planner-skill ~/.claude/skills/trip-planner-skill

      37GitHub 星标+11 (+42.3 %)

    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 411GitHub 星标+89 (+6.7 %)