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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活跃
AI agent skill for end-to-end hotel search and booking—compare live rates across leading OTAs and hotel suppliers, verify availability, book stays, and manage reservations, cancellations, and payments via the TourMind API.
github实测增长Measured age: 52 days35.38 GitHub 星标 per day over 5 days
Daily change decreased by 10.53 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 29.2/100打开来源 ↗安装
git clone https://github.com/tourmind-com/Tourmind-Booking-Skills ~/.claude/skills/Tourmind-Booking-Skills601GitHub 星标+177 (+41.7 %) - 2活跃
An AI-agent skill that generates browser-editable presentations from multiple visual themes, exportable to HTML, PDF, and PPTX.
github实测增长Measured age: 85 days132.14 GitHub 星标 per day over 6 days
Daily change increased by 9.39 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 34.1/100打开来源 ↗安装
git clone https://github.com/chuspeeism/dashi-ppt-skill ~/.claude/skills/dashi-ppt-skill7 360GitHub 星标+793 (+12.1 %) - 3活跃
Product-design, conversion & behavioral-science principles for SaaS
github实测增长Measured age: 83 days36.58 GitHub 星标 per day over 5 days
Daily change increased by 0.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 17.6/100打开来源 ↗安装
git clone https://github.com/heliocosta-dev/revenue-centric-design ~/.claude/skills/revenue-centric-design651GitHub 星标+183 (+39.1 %) - 4活跃
metis
技能Metis is a coding agent that boosts AI/LLM coding performance by 50%
github实测增长Measured age: 54 days15.19 GitHub 星标 per day over 5 days
Daily change decreased by 14.51 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 21.3/100打开来源 ↗安装
git clone https://github.com/Wholiver/metis ~/.claude/skills/metis129GitHub 星标+76 (+143.4 %) - 5活跃
Removes 20+ patterns of AI slop from any piece of writing.
github实测增长Measured age: 58 days104.81 GitHub 星标 per day over 6 days
Daily change increased by 120.66 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 46.1/100打开来源 ↗6 837GitHub 星标+629 (+10.1 %) - 6活跃
AI video skill for Claude Code & Codex — cinematic product videos with Remotion: 152 shot recipe cards, 209 motion previews, a production-ready template
github实测增长Measured age: 45 days108.65 GitHub 星标 per day over 6 days
Daily change increased by 44.48 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 49.2/100打开来源 ↗安装
git clone https://github.com/Vincentwei1021/video-shotcraft ~/.claude/skills/video-shotcraft7 176GitHub 星标+652 (+10.0 %) - 7活跃
Recuris
技能Recursive Experiential–Working Memory Evolution for Long-Horizon Agent Harnesses
github实测增长Measured age: 9 days12.59 GitHub 星标 per day over 5 days
Daily change decreased by 6.51 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 37.7/100打开来源 ↗安装
git clone https://github.com/Gen-Verse/Recuris ~/.claude/skills/Recuris127GitHub 星标+63 (+98.4 %) - 8活跃
Local-first RAG MCP server: hybrid search over a folder of your own documents
mcp实测增长Measured age: 26 days12.19 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 30.9/100打开来源 ↗安装
claude mcp add minirag-mcp -- uvx minirag-mcp63GitHub 星标+61 (+3050.0 %) - 9活跃
Fire your SEO·GEO agency 🔥 A Claude Code skill that audits and optimizes SEO·AEO·GEO·LLMO·NEO(Naver) by itself — 월 50~350만 원짜리 'AI 검색 최적화' 대행, AI 에이전트가 대체합니다
github实测增长Measured age: 7 days23.99 GitHub 星标 per day over 5 days
Daily change decreased by 19.51 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 42.9/100打开来源 ↗安装
git clone https://github.com/leopard627/fire-your-seo-agency ~/.claude/skills/fire-your-seo-agency384GitHub 星标+120 (+45.5 %) - 10活跃
DeepMem
MCPMem0-compatible persistent memory for AI agents: write facts once, recall them semantically.
mcp实测增长Measured age: 31 days11.39 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 28.6/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://deepmem.dev/mcp91GitHub 星标+57 (+167.6 %) - 11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…
github实测增长Measured age: 11 days53.57 GitHub 星标 per day over 5 days
Daily change decreased by 17.52 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 49.9/100打开来源 ↗1 827GitHub 星标+268 (+17.2 %) - 12活跃
302 open exercise illustrations and a framework-neutral npm package by Bryl Lim
github实测增长Measured age: 10 days35.15 GitHub 星标 per day over 6 days
Daily change increased by 73.67 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 49.7/100打开来源 ↗1 144GitHub 星标+211 (+22.6 %) - 13活跃
aikito
MCPYour durable workspace across AI agents.
github实测增长Measured age: 31 days10.79 GitHub 星标 per day over 5 days
Daily change decreased by 1.51 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 28.3/100打开来源 ↗104GitHub 星标+54 (+108.0 %) - 14活跃
Generate images and video from text prompts across Gemini, OpenAI and Kie AI.
mcp实测增长Measured age: 11 days10.6 GitHub 星标 per day over 5 days
Daily change decreased by 53.02 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 36/100打开来源 ↗安装
claude mcp add mediagen -- npx mediagen54GitHub 星标+53 (+5300.0 %) - 15活跃
Graft
MCPTurbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.
github实测增长Measured age: 61 days72.49 GitHub 星标 per day over 6 days
Daily change decreased by 60.83 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 34.4/100打开来源 ↗5 449GitHub 星标+435 (+8.7 %) - 16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: 42 days69.32 GitHub 星标 per day over 6 days
Daily change increased by 2.62 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 41.4/100打开来源 ↗5 115GitHub 星标+416 (+8.9 %) - 17活跃
unlazy
技能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…
github实测增长Measured age: 24 days53.66 GitHub 星标 per day over 6 days
Daily change decreased by 10.55 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 44.9/100打开来源 ↗安装
git clone https://github.com/Leonxlnx/unlazy ~/.claude/skills/unlazy2 982GitHub 星标+322 (+12.1 %) - 18活跃
A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.
github实测增长Measured age: 21 days21.16 GitHub 星标 per day over 6 days
Daily change increased by 48.44 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 39.7/100打开来源 ↗489GitHub 星标+127 (+35.1 %) - 19活跃
anydoc
其他Convert Word, PowerPoint, Excel, OpenDocument, RTF, EPUB, CSV, and PDF to clean Markdown. Built in Rust, with Node.js and Python bindings.
github实测增长Measured age: 30 days212.13 GitHub 星标 per day over 6 days
Daily change decreased by 4.69 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 60.7/100打开来源 ↗20 072GitHub 星标+1 273 (+6.8 %) - 20活跃
A privacy-first app that strips AI watermarks from content you own.
github实测增长Measured age: 22 days213.13 GitHub 星标 per day over 6 days
Daily change increased by 49.49 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 67.2/100打开来源 ↗20 118GitHub 星标+1 279 (+6.8 %) - 21活跃
ponytail
技能Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
github实测增长Measured age: 83 days1,274.26 GitHub 星标 per day over 6 days
Daily change increased by 117.92 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 59.1/100打开来源 ↗安装
/plugin marketplace add DietrichGebert/ponytail121 885GitHub 星标+7 647 (+6.7 %) - 22活跃
Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.
github实测增长Measured age: 41 days37.83 GitHub 星标 per day over 6 days
Daily change decreased by 6.73 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 34.2/100打开来源 ↗1 588GitHub 星标+227 (+16.7 %) - 23活跃
Delegate a coding task to a separate coding agent CLI, review the diff, land the commit yourself — one per implementer.
github实测增长Measured age: 81 days45.18 GitHub 星标 per day over 5 days
Daily change decreased by 31.04 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 20.6/100打开来源 ↗安装
git clone https://github.com/amElnagdy/delegate-skills ~/.claude/skills/delegate-skills1 589GitHub 星标+226 (+16.6 %) - 24活跃
Agent skills for useful HTML artifacts, wireframes, interactive prototypes, plans, and diagrams.
github实测增长Measured age: 85 days59.37 GitHub 星标 per day over 5 days
Daily change increased by 4.97 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 22.9/100打开来源 ↗安装
git clone https://github.com/plannotator/effective-html ~/.claude/skills/effective-html2 845GitHub 星标+297 (+11.7 %)
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.
github资源实测增长971GitHub 星标+210 (+27.6 %)