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混合排名:实测增长优先。
该排名的计算方式
The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.
工具排名
混合排名:实测增长优先。 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活跃
A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.
github实测增长Measured age: 34 days65.97 GitHub 星标 per day over 6 days
Daily change increased by 15.58 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 45/100打开来源 ↗7 123GitHub 星标+396 (+5.9 %) - 2未知最近提交:暂无数据
huggingface实测增长Measured age: 57 days19.66 Hub 30 天下载量 per day over 6 days
Daily change increased by 111.49 Hub 30 天下载量/day between the last two measured intervals.
Descriptive emergence index : 27.1/100打开来源 ↗Transformers 标识符
cooperdk/BooruNL-0.8B-GGUF409Hub 30 天下载量+118 (+40.5 %) - 3活跃
trueforge
智能体The open-source agent harness - the runtime layer that turns an LLM into a working agent.
github实测增长Measured age: 43 days52.98 GitHub 星标 per day over 6 days
Daily change decreased by 43.2 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 37.3/100打开来源 ↗5 219GitHub 星标+318 (+6.5 %) - 4活跃
KiroCrew
智能体A persistent workspace for development work that self-improves and continues beyond one session.
github实测增长Measured age: 50 days44.15 GitHub 星标 per day over 6 days
Daily change decreased by 13.44 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 32.4/100打开来源 ↗3 647GitHub 星标+265 (+7.8 %) - 5未知最近提交:暂无数据
huggingface实测增长Measured age: 57 days2.83 Hub 30 天下载量 per day over 6 days
Daily change decreased by 39.95 Hub 30 天下载量/day between the last two measured intervals.
Descriptive emergence index : 14.3/100打开来源 ↗Transformers 标识符
cooperdk/BooruNL-0.8B709Hub 30 天下载量+17 (+2.5 %) - 6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.
github实测增长Measured age: 66 days19.99 GitHub 星标 per day over 6 days
Daily change decreased by 7.75 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 18.5/100打开来源 ↗安装
git clone https://github.com/isjiamu/gzh-design-skill ~/.claude/skills/gzh-design-skill3 508GitHub 星标+120 (+3.5 %) - 7活跃
Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproducible provenance.
github实测增长Measured age: 64 days5.4 GitHub 星标 per day over 5 days
Daily change increased by 37.07 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 15.6/100打开来源 ↗3 529GitHub 星标+27 (+0.77 %) - 8未知最近提交:暂无数据
huggingface实测增长Measured age: 65 days6.99 Hub 30 天下载量 per day over 4 days
Daily change increased by 0.14 Hub 30 天下载量/day between the last two measured intervals.
Descriptive emergence index : 13.3/100打开来源 ↗Transformers 标识符
mradermacher/Clair-3B-health-GGUF102Hub 30 天下载量+28 (+37.8 %) - 9未知最近提交:暂无数据
huggingface实测增长Measured age: 5 days1 Hub 30 天下载量 per day over 3 days
Daily change increased by 1.02 Hub 30 天下载量/day between the last two measured intervals.
Descriptive emergence index : 33.7/100打开来源 ↗Transformers 标识符
kiel2/KielGen-Fast321Hub 30 天下载量+3 (+0.94 %) - 10活跃
🚀面向求职与开发场景的实用 AI Skills 集合,支持简历优化、岗位投递、面试准备与开发提效。
github估算动量Measured age: 24 days146.83 GitHub 星标 per day over 24 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 64.9/100打开来源 ↗3 524GitHub 星标— - 11活跃
The Fable Workflow: how Claude Fable 5 worked, distilled into skills any model can run, with the eval that keeps it honest. Think / act / prove.
github实测增长Measured age: 60 days1.67 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 : 12.6/100打开来源 ↗安装
git clone https://github.com/Sahir619/fable-method ~/.claude/skills/fable-method2 274GitHub 星标+10 (+0.44 %) - 12活跃
Planetary visualization tool for /wayfinder maps
github实测增长Measured age: 55 days1.67 GitHub 星标 per day over 6 days
Daily change increased by 0.51 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 14.6/100打开来源 ↗安装
git clone https://github.com/rengwu/wayfinder-maps ~/.claude/skills/wayfinder-maps118GitHub 星标+10 (+9.3 %) - 13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。
github实测增长Measured age: 85 days4.67 GitHub 星标 per day over 6 days
Daily change decreased by 3.98 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 4.4/100打开来源 ↗安装
git clone https://github.com/wp-a/nature-academic-search ~/.claude/skills/nature-academic-search181GitHub 星标+28 (+18.3 %) - 14活跃
Sourcey
MCPFind and compare startup credits and deals with eligibility checks and exact evidence.
mcp实测增长Measured age: 7 days-19.67 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.3/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.sourcey.com/mcp0GitHub 星标-118 (-100.0 %) - 15活跃
Claude Mythos Engine 2026: AI Sub-Agent Framework for Epic Interactive Storytelling
github实测增长Measured age: 68 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 8.6/100打开来源 ↗安装
/plugin marketplace add Vitorlindo201/Themata-Claude-Scribe118GitHub 星标+1 (+0.85 %) - 16活跃
帮你在 AI 时代找到一份高薪 × 你学得动 × 不会被 AI 吃掉的工作,并给出个性化学习陪跑计划。能力匹配 + 可学性闸门 + BOSS 直聘真实招聘数据 + 反诈。
github实测增长Measured age: 70 days0.33 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 : 8/100打开来源 ↗安装
git clone https://github.com/XBuilderLAB/cheat-on-skill ~/.claude/skills/cheat-on-skill178GitHub 星标+2 (+1.1 %) - 17活跃
自媒体发布审核 Skill|Pre-publish audit for Douyin, Xiaohongshu, Weixin Video Accounts & Kuaishou.
github实测增长Measured age: 53 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 14.5/100打开来源 ↗安装
git clone https://github.com/XshuiAi/media-publish-check ~/.claude/skills/media-publish-check54GitHub 星标+1 (+1.9 %) - 18活跃
SAIL V2 (Secure AI Lifecycle) as an agent skill — the full 91-risk catalog for AI/agent gap assessments, security roadmaps, and compliance checklists. Installs on Claude Code, Codex, ChatGPT, Antigravity, and any SKILL.md-compatible agent.
github实测增长Measured age: 60 days-0.17 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 : 11.7/100打开来源 ↗安装
/plugin marketplace add pillar-labs/sail-skill118GitHub 星标-1 (-0.84 %) - 19活跃
Reusable Agent Skills, plus integrations (statusline, provider usage, vision) that install into Codex, Claude Code, and opencode.
github实测增长Measured age: 60 days1 GitHub 星标 per day over 6 days
Daily change decreased by 1 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 12.2/100打开来源 ↗安装
git clone https://github.com/kairyou/agent-tools ~/.claude/skills/agent-tools177GitHub 星标+6 (+3.5 %) - 20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.
github实测增长Measured age: 83 days4 GitHub 星标 per day over 6 days
Daily change decreased by 2.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 4.8/100打开来源 ↗安装
git clone https://github.com/haidrrrry/claude-remotion-skill ~/.claude/skills/claude-remotion-skill120GitHub 星标+24 (+25.0 %) - 21活跃
帮 DSH 搜索、安装并验证插件的 Skill|A DSH skill that finds, installs, and verifies GitHub plugins
github实测增长Measured age: 22 days0.67 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 : 26.8/100打开来源 ↗安装
git clone https://github.com/Nagi-ovo/dsh-find-plugins ~/.claude/skills/dsh-find-plugins173GitHub 星标+4 (+2.4 %) - 22活跃
Kunpeng-Skill is a powerful multimodal distillation toolkit that transforms high-value insights from repositories, websites, UIs, videos, images, and documents into reusable methodologies, model-agnostic regeneration specifications, and…
github实测增长Measured age: 29 days0.17 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 : 23.8/100打开来源 ↗安装
git clone https://github.com/hufeng173/kunpeng-skill ~/.claude/skills/kunpeng-skill54GitHub 星标+1 (+1.9 %) - 23活跃
Codex-first Agent Skills library for premium frontend, website, motion, accessibility, QA, and handoff workflows.
github实测增长Measured age: 75 days0.5 GitHub 星标 per day over 6 days
Daily change decreased by 1 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 6.1/100打开来源 ↗安装
git clone https://github.com/TheGoat395/Codex-Skills ~/.claude/skills/Codex-Skills121GitHub 星标+3 (+2.5 %) - 24活跃
Yan's agent skills collection — Google Trends SEO workflows, AI news, autopilot, and more. For Claude Code / Codex / Cursor.
github实测增长Measured age: 62 days3.67 GitHub 星标 per day over 6 days
Daily change increased by 0.01 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 12.8/100打开来源 ↗安装
git clone https://github.com/yan-labs/yan-skills ~/.claude/skills/yan-skills172GitHub 星标+22 (+14.7 %) - 25活跃
Durable MCP control plane for long-running Codex Desktop tasks.
mcp实测增长Measured age: 79 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 4.3/100打开来源 ↗安装
claude mcp add codex-control-plane-mcp -- uvx codex-control-plane-mcp121GitHub 星标稳定