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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
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories.
该排名的计算方式
The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.
工具排名
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. 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
Agent Skills that turn novels into source-grounded, fully playable games for Claude Code, Codex, and Kimi Code(K3).
github实测增长Measured age: 49 days5.5 GitHub 星标 per day over 6 days
Daily change increased by 1.98 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 19/100打开来源 ↗安装
git clone https://github.com/zenstory-ai/novel-to-game ~/.claude/skills/novel-to-game760GitHub 星标+33 (+4.5 %) - 2活跃
Cybermes
智能体Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.
github实测增长Measured age: 17 days14.49 GitHub 星标 per day over 6 days
Daily change decreased by 2.04 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 35.3/100打开来源 ↗757GitHub 星标+87 (+13.0 %) - 3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…
github实测增长Measured age: 75 days8.99 GitHub 星标 per day over 6 days
Daily change increased by 1.97 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 10.6/100打开来源 ↗757GitHub 星标+54 (+7.7 %) - 4活跃
Agent skill that turns Claude Code / Codex into a motion-design studio for voiceover-driven explainer videos — word-level voiceover sync, 78 motion recipe cards, an anti-slideshow camera system, Remotion rendering.
github实测增长Measured age: 14 days98.61 GitHub 星标 per day over 6 days
Daily change decreased by 76.29 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 56.9/100打开来源 ↗安装
git clone https://github.com/Vincentwei1021/video-talkcraft ~/.claude/skills/video-talkcraft751GitHub 星标+592 (+372.3 %) - 5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。
github实测增长Measured age: 15 days21.32 GitHub 星标 per day over 6 days
Daily change decreased by 12.06 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 38.8/100打开来源 ↗安装
git clone https://github.com/LB623/no-negative-echo ~/.claude/skills/no-negative-echo748GitHub 星标+128 (+20.6 %) - 6活跃
recall
技能Stop wasting tokens and re-explaining your project every session. Recall gives Claude Code durable memory — entirely offline.
github实测增长Measured age: 78 days-0.17 GitHub 星标 per day over 6 days
Daily change increased by 1 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 4.8/100打开来源 ↗安装
/plugin marketplace add raiyanyahya/recall744GitHub 星标-1 (-0.13 %) - 7活跃
deja-vu
MCPSearch your past AI coding sessions — Claude Code, Codex, Cursor and 17 more. Indexes the session history they already wrote to disk, including months from before you installed it, and recalls it in any of them. No LLM, no embeddings, one…
github估算动量Measured age: 53 days14 GitHub 星标 per day over 53 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 23.5/100打开来源 ↗742GitHub 星标— - 8活跃
A browser-based 3D director desk demo built with React, Vite, and Three.js.
github估算动量Measured age: 62 days11.95 GitHub 星标 per day over 62 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 18.6/100打开来源 ↗741GitHub 星标— - 9活跃
司南：个性化 AI 任务总控 Skills 系统 /COMPASS: Personal Alignment Skills OS for AI Agents
github实测增长Measured age: 82 days1.33 GitHub 星标 per day over 6 days
Daily change decreased by 0.01 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 3.8/100打开来源 ↗安装
git clone https://github.com/dongshuyan/compass-skills ~/.claude/skills/compass-skills722GitHub 星标+8 (+1.1 %) - 10活跃
Tech internships & CS jobs tracker - 180 open software engineering internships from 4,300 employer job boards, auto-updated every 30 min with visa-sponsorship and H-1B sponsor data.
github实测增长Measured age: 68 days4.5 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 : 11/100打开来源 ↗721GitHub 星标+27 (+3.9 %) - 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 days29.82 GitHub 星标 per day over 6 days
Daily change increased by 4.86 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 27.1/100打开来源 ↗安装
git clone https://github.com/tourmind-com/Tourmind-Booking-Skills ~/.claude/skills/Tourmind-Booking-Skills713GitHub 星标+179 (+33.5 %) - 12活跃
An old coder's strategy for the agent era: don't read the code — make it run the gauntlet. Evidence-first development skill for coding agents, inspired by Uncle Bob.
github实测增长Measured age: 41 days1.5 GitHub 星标 per day over 6 days
Daily change increased by 1 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 20/100打开来源 ↗安装
git clone https://github.com/AmazingAng/old-coder ~/.claude/skills/old-coder711GitHub 星标+9 (+1.3 %) - 13活跃
looper
智能体Design visual, review-gated agent loops for Claude Code before you run them.
github实测增长Measured age: 79 days0.5 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 4.6/100打开来源 ↗711GitHub 星标+3 (+0.42 %) - 14活跃
发布前审｜发抖音/小红书/视频号前先让 AI 审一遍：哪句踩线、依据哪条官方规则、给能直接用的改法。38 篇真实样本校准判定尺度，72 条官方原文引文可查证，你踩过的坑沉淀成本地规则库越用越准。不承诺过审，不教绕审。
github实测增长Measured age: 52 days4.33 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 : 17.4/100打开来源 ↗安装
git clone https://github.com/yuwen-cool/yuwen-publish-precheck ~/.claude/skills/yuwen-publish-precheck705GitHub 星标+26 (+3.8 %) - 15活跃
denial
其他Denial is a Flutter-native Wayland compositor that puts Flutter at the foundation of the desktop, unifying the shell, motion, and application composition into one fluid experience.
github实测增长Measured age: 50 days25.15 GitHub 星标 per day over 6 days
Daily change increased by 48.96 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 29.9/100打开来源 ↗696GitHub 星标+151 (+27.7 %) - 16活跃
Product-design, conversion & behavioral-science principles for SaaS
github实测增长Measured age: 86 days8 GitHub 星标 per day over 6 days
Daily change increased by 1.97 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 5.8/100打开来源 ↗安装
git clone https://github.com/heliocosta-dev/revenue-centric-design ~/.claude/skills/revenue-centric-design675GitHub 星标+48 (+7.7 %) - 17活跃
Appllama
MCPStudy screens, flows and paywalls from top-earning iOS apps, then build from what wins.
mcp实测增长Measured age: 23 days51.47 GitHub 星标 per day over 6 days
Daily change decreased by 309.72 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 44.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.appllama.io/mcp670GitHub 星标+309 (+85.6 %) - 18活跃
chubbyskills
MCP把中文全渠道内容（抖音 / B站 / 小红书 / 公众号 / X / 播客）采集进个人知识库的 13 个 AI Skill：图文存图、视频转文字稿、字幕优先免 GPU，附带知识库 MCP server。 ｜ Ingest Chinese content into your personal knowledge base — image/video routing, subtitle-first transcription, and a KB MCP server.
github实测增长Measured age: 89 days1.5 GitHub 星标 per day over 6 days
Daily change increased by 1.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 1.4/100打开来源 ↗659GitHub 星标+9 (+1.4 %) - 19活跃
databuff
智能体DataBuff is an AI-native APM built on Opentelemetry，with multi-agent troubleshooting out of the box.
github实测增长Measured age: 80 days6.99 GitHub 星标 per day over 6 days
Daily change decreased by 4.03 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 7.5/100打开来源 ↗657GitHub 星标+42 (+6.8 %) - 20活跃
FableCut
MCPZero-dependency browser video editor AI agents drive via a JSON timeline over MCP; ffmpeg export.
mcp实测增长Measured age: 61 days2.17 GitHub 星标 per day over 6 days
Daily change increased by 12.96 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 13.6/100打开来源 ↗653GitHub 星标+13 (+2.0 %) - 21活跃
Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.
github实测增长Measured age: 56 days0.33 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 13.4/100打开来源 ↗642GitHub 星标+2 (+0.31 %) - 22活跃
Stdio MCP bridge for SandBase Harness agents, sessions, turns, artifacts, and cancellation.
mcp实测增长Measured age: 56 days1.33 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 13.9/100打开来源 ↗642GitHub 星标+8 (+1.3 %) - 23活跃
Teach your AI to draw correct, beautiful draw.io diagrams — declarative layout engine, ground-truth stencils, structural validator, vision self-check. AWS · Azure · GCP · Databricks · BPMN. Zero dependencies.
github实测增长Measured age: 80 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 4/100打开来源 ↗安装
git clone https://github.com/sparklabx/drawio-ai-kit ~/.claude/skills/drawio-ai-kit638GitHub 星标+1 (+0.16 %) - 24活跃
Give your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working memory. No vector database, just markdown.
github实测增长Measured age: 80 days5.66 GitHub 星标 per day over 6 days
Daily change increased by 0.97 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 6.9/100打开来源 ↗安装
git clone https://github.com/jaredrhod/ai-memory-vault ~/.claude/skills/ai-memory-vault628GitHub 星标+34 (+5.7 %)
学习与参考资源
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. 这些资源可单独访问，不参与主要排名。
- 1活跃打开来源 ↗
Solar Wanderer / 遨游太阳系 - 1:1 Real-Time Solar System Explorer in the Browser. NASA JPL ephemeris, WebGL2, Three.js. From solar surface to 100,000 AU Oort Cloud.
github资源实测增长732GitHub 星标+6 (+0.83 %)