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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活跃
skills
技能Give your AI agent a phone number: order a private number in 200+ countries over the API, read the SMS verification code, hand the number back. The widest country coverage in the category, checkable with one API call.
github实测增长Measured age: 29 days17.17 GitHub 星标 per day over 6 days
Daily change increased by 10.08 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
git clone https://github.com/sv-number/skills ~/.claude/skills/skills291GitHub 星标+103 (+54.8 %) - 2活跃
ffprobe for documents — probe PDF, Microsoft Office, and Apple iWork files without opening them. Rust CLI + browser WASM SDK returning structured JSON with confidence, evidence, and measured I/O cost.
github实测增长Measured age: 32 days6.67 GitHub 星标 per day over 6 days
Daily change decreased by 1.98 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 26/100打开来源 ↗安装
git clone https://github.com/deckflow/deckprobe ~/.claude/skills/deckprobe115GitHub 星标+40 (+53.3 %) - 3活跃
88 installable open-source Agent Skills for research, social intelligence, marketing, and business workflows—compatible with Codex, Claude Code, Cursor, Gemini CLI, and DeepSeek Harness.
github实测增长Measured age: 38 days6.83 GitHub 星标 per day over 6 days
Daily change increased by 3.03 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 24/100打开来源 ↗安装
/plugin marketplace add sandbaseai/sandbase-skills122GitHub 星标+41 (+50.6 %) - 4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…
github实测增长Measured age: 4 days21.35 GitHub 星标 per day over 3 days
Daily change decreased by 7.87 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 43.1/100打开来源 ↗191GitHub 星标+64 (+50.4 %) - 5活跃
fyagent
技能For You Agent——AI 时代的个人随身数字人格。把你的模型、AI 账号、技能、提示词和工作方式，带到每一个 AI 工具里。
github实测增长Measured age: 40 days56.26 GitHub 星标 per day over 6 days
Daily change decreased by 8.38 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 39.2/100打开来源 ↗安装
git clone https://github.com/fy-agent/fyagent ~/.claude/skills/fyagent1 033GitHub 星标+338 (+48.6 %) - 6活跃
An agent skill for building premium, immersive, scroll-driven websites. Works with Codex, Claude Code, and other coding agents. Also available as a Claude Code plugin.
github实测增长Measured age: 14 days87.33 GitHub 星标 per day over 6 days
Daily change decreased by 63.66 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 55.2/100打开来源 ↗安装
/plugin marketplace add nateherkai/scroll-craft1 761GitHub 星标+524 (+42.4 %) - 7活跃
aikito
MCPYour durable workspace across AI agents.
github实测增长Measured age: 33 days5.17 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 : 24.9/100打开来源 ↗105GitHub 星标+31 (+41.9 %) - 8活跃
GEOHub
技能GEOHub: open, evidence-bounded GEO and SEO agent skills for AI Search, with research-grounded discovery, diagnosis, content, measurement, and one-line SEO planning.
github实测增长Measured age: 27 days7.33 GitHub 星标 per day over 6 days
Daily change decreased by 1.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 28.3/100打开来源 ↗安装
git clone https://github.com/yaojingang/GEOHub ~/.claude/skills/GEOHub152GitHub 星标+44 (+40.7 %) - 9活跃
A faceless YouTube-Shorts factory driven by Claude Code: pure-TSX Remotion visuals, ElevenLabs voice with word-exact captions, library-first sound design. 12 complete example shorts included.
github实测增长Measured age: 52 days10.17 GitHub 星标 per day over 6 days
Daily change decreased by 0.49 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 19.9/100打开来源 ↗安装
git clone https://github.com/hassancs91/claude-faceless-shorts-creator ~/.claude/skills/claude-faceless-shorts-creator211GitHub 星标+61 (+40.7 %) - 10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 %) - 11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: 54 days32.33 GitHub 星标 per day over 6 days
Daily change decreased by 5.41 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 27.4/100打开来源 ↗安装
git clone https://github.com/tourmind-com/Tourmind-Booking-Skills ~/.claude/skills/Tourmind-Booking-Skills684GitHub 星标+194 (+39.6 %) - 12活跃
cli
MCPOpen-source AI CLI and local MCP server connecting 25 clients—Claude Code, Cursor, Codex, ChatGPT, Hermes, and OpenClaw—to 2,000+ models/APIs, with OAuth and rollback.
github实测增长Measured age: 71 days5.17 GitHub 星标 per day over 6 days
Daily change increased by 3.02 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 10.4/100打开来源 ↗110GitHub 星标+31 (+39.2 %) - 13未知最近提交：暂无数据
huggingface实测增长Measured age: 66 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 : 12.9/100打开来源 ↗Transformers 标识符
mradermacher/Clair-3B-health-GGUF102Hub 30 天下载量+28 (+37.8 %) - 14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.
github实测增长Measured age: 14 days77.76 GitHub 星标 per day over 6 days
Daily change decreased by 2.86 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 53.6/100打开来源 ↗1 743GitHub 星标+467 (+36.6 %) - 15活跃
Generative art skill for Claude Code — deterministic, hash-seeded, onchain-ready
github实测增长Measured age: 8 days6 GitHub 星标 per day over 6 days
Daily change decreased by 2.98 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 35/100打开来源 ↗安装
/plugin marketplace add camilleroux/genart-skill136GitHub 星标+36 (+36.0 %) - 16活跃
A platform-neutral analytical Skill that profiles messy data, selects case-adaptive methods, and produces source-backed visual reports for high-stakes decisions.
github实测增长Measured age: 38 days19.5 GitHub 星标 per day over 6 days
Daily change decreased by 14.44 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/limingrui679-design/high-stakes-analytics-decision-lab ~/.claude/skills/high-stakes-analytics-decision-lab447GitHub 星标+117 (+35.5 %) - 17活跃
End-to-end streaming data platform on AWS: Kafka → Iceberg lake → Kimball model → Athena, orchestrated with Airflow 3. Terraform, Glue PySpark, dbt.
github实测增长Measured age: 19 days5.16 GitHub 星标 per day over 6 days
Daily change decreased by 1.95 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 30.3/100打开来源 ↗119GitHub 星标+31 (+35.2 %) - 18活跃
AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist Claude agents (FastAPI + Next.js).
github实测增长Measured age: 86 days152.06 GitHub 星标 per day over 6 days
Daily change decreased by 54.98 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 34.7/100打开来源 ↗3 759GitHub 星标+913 (+32.1 %) - 19活跃
genoffice
智能体Free, open-source alternative to Microsoft Office with built-in AI agents — Word (.docx), Excel (.xlsx), PowerPoint (.pptx), PDF and Markdown editing for macOS, Windows & Linux.
github实测增长Measured age: 36 days205.57 GitHub 星标 per day over 6 days
Daily change decreased by 153.67 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 58/100打开来源 ↗5 187GitHub 星标+1 234 (+31.2 %) - 20活跃
SDK for robotics teams to verify the quality of their data used for AI model training.
github实测增长Measured age: 18 days8.99 GitHub 星标 per day over 6 days
Daily change increased by 2.04 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗235GitHub 星标+54 (+29.8 %) - 21活跃
Styler
技能Production-Stage Visual Design & In-Codebase UI Engineering Suite
github实测增长Measured age: 18 days4.17 GitHub 星标 per day over 6 days
Daily change decreased by 2.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 30.2/100打开来源 ↗安装
git clone https://github.com/TidyFactor/Styler ~/.claude/skills/Styler110GitHub 星标+25 (+29.4 %) - 22活跃
Sprix AI at 屿智同行 — state-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks.
github实测增长Measured age: 18 days128.16 GitHub 星标 per day over 6 days
Daily change increased by 10.33 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 59.8/100打开来源 ↗3 456GitHub 星标+769 (+28.6 %) - 23活跃
Safety-first disk cleaner and space analyzer for macOS and Windows, with duplicate cleanup, app uninstall, startup management, system optimization, and maintenance.
github实测增长Measured age: 35 days80.78 GitHub 星标 per day over 6 days
Daily change decreased by 0.07 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 46/100打开来源 ↗2 183GitHub 星标+485 (+28.6 %) - 24活跃
snagtime
应用Free, self-hostable scheduling app with booking links, Google Calendar sync, SMTP notifications, and Stripe test payments.
github实测增长Measured age: 9 days11.99 GitHub 星标 per day over 6 days
Daily change increased by 0.06 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 37.4/100打开来源 ↗326GitHub 星标+72 (+28.3 %)
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1 045GitHub 星标+284 (+37.3 %)