工具说明为英文。
最新 — 30
This view contains entries created less than 30 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
DeepSeek Harness: Everything is a Plugin.
github实测增长Measured age: 21 days1,553.07 GitHub 星标 per day over 5 days
Daily change increased by 222.94 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 85.4/100打开来源 ↗208 308GitHub 星标+7 769 (+3.9 %) - 2活跃
utopia
应用World's first open-source enterprise world model.
github实测增长Measured age: 26 days798.67 GitHub 星标 per day over 2 days
Daily change increased by 574.37 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 82.3/100打开来源 ↗2 428GitHub 星标+1 596 (+191.8 %) - 3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 %) - 4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: 16 days155.93 GitHub 星标 per day over 5 days
Daily change increased by 92.9 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 67.1/100打开来源 ↗3 185GitHub 星标+780 (+32.4 %) - 5活跃
Spotify, native and fast. One lightweight Rust app for your whole library, local playback, and Spotify Connect on Linux, macOS, and Windows.
github实测增长Measured age: 7 days772.42 GitHub 星标 per day over 1 day
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 90/100打开来源 ↗2 344GitHub 星标+767 (+48.6 %) - 6活跃
OpenBot
智能体Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent.
github实测增长Measured age: 17 days121.26 GitHub 星标 per day over 6 days
Daily change decreased by 8.15 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 58.5/100打开来源 ↗3 932GitHub 星标+728 (+22.7 %) - 7活跃
threeui
其他Open-source ThreeUI Community catalog with live interactive components and complete Community source.
github实测增长Measured age: 13 days112.98 GitHub 星标 per day over 6 days
Daily change decreased by 18.79 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 59.1/100打开来源 ↗5 009GitHub 星标+678 (+15.7 %) - 8活跃
Stop That Shit（别再造史了）｜面向 Codex/GPT 场景的多平台 Hook + Skill Guard：拦截 AI coding agent 无需求的哈希、校验和与任务范围膨胀。 A multi-platform Hook + Skill Guard for AI coding agents in Codex/GPT workflows: stop unrequested hashes, checksums, and task-scope creep.
github实测增长Measured age: 23 days123.14 GitHub 星标 per day over 5 days
Daily change increased by 15.4 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 57.7/100打开来源 ↗安装
git clone https://github.com/lennney/stop-that-shit ~/.claude/skills/stop-that-shit1 138GitHub 星标+616 (+118.0 %) - 9活跃
moli
智能体Best headless browser for AI agents. Lite, Fast, High-Compatibility. Built in Rust
github实测增长Measured age: 24 days54.82 GitHub 星标 per day over 6 days
Daily change decreased by 12.51 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 45.1/100打开来源 ↗1 647GitHub 星标+329 (+25.0 %) - 10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 %) - 11活跃
Claude Code skill for premium scroll-driven websites. Scroll becomes the timeline, on a real design floor, verified by screenshotting its own scroll.
github实测增长Measured age: 12 days60.77 GitHub 星标 per day over 5 days
Daily change increased by 8.96 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 51.9/100打开来源 ↗安装
/plugin marketplace add nateherkai/scroll-craft1 408GitHub 星标+304 (+27.5 %) - 12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: 12 days47.97 GitHub 星标 per day over 6 days
Daily change increased by 35.67 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 50.8/100打开来源 ↗1 434GitHub 星标+288 (+25.1 %) - 13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: 12 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 : 49.5/100打开来源 ↗1 827GitHub 星标+268 (+17.2 %) - 14活跃
cumora
智能体Where agent teams gather. Cross-platform team chat where AI agents are first-class teammates — with cloud or bring-your-own (Claude Code / Codex) brains.
github实测增长Measured age: 17 days41.48 GitHub 星标 per day over 6 days
Daily change decreased by 6.52 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 44.5/100打开来源 ↗3 430GitHub 星标+249 (+7.8 %) - 15活跃
从孙割19年白月光的痛彻心扉中蒸馏出来的无上心法
github实测增长Measured age: 6 days49.58 GitHub 星标 per day over 5 days
Daily change decreased by 4.51 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 50.9/100打开来源 ↗安装
git clone https://github.com/KKKKhazix/sun-style-writing ~/.claude/skills/sun-style-writing359GitHub 星标+248 (+223.4 %) - 16活跃
Prove and remove accidental codebase complexity without breaking behavior.
github实测增长Measured age: 10 days46.38 GitHub 星标 per day over 5 days
Daily change increased by 3.49 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 48.9/100打开来源 ↗安装
git clone https://github.com/tt-a1i/simplify-codebase ~/.claude/skills/simplify-codebase402GitHub 星标+232 (+136.5 %) - 17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 %) - 18活跃
Claude skill: refactor code to reduce cyclomatic complexity
github实测增长Measured age: 7 days35.18 GitHub 星标 per day over 5 days
Daily change decreased by 98.56 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 46.6/100打开来源 ↗安装
git clone https://github.com/saurabhkumar8112/cyclomatic-complexity-skill ~/.claude/skills/cyclomatic-complexity-skill326GitHub 星标+176 (+117.3 %) - 19活跃
Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.
github实测增长Measured age: 23 days33.98 GitHub 星标 per day over 5 days
Daily change decreased by 2.02 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 40/100打开来源 ↗安装
git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus424GitHub 星标+170 (+66.9 %) - 20活跃
让 AI 写的中文读起来像一个具体的人在说话。通用创作与改稿 Skill，开箱即用。
github实测增长Measured age: 29 days31.19 GitHub 星标 per day over 5 days
Daily change decreased by 2.1 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 36.8/100打开来源 ↗安装
git clone https://github.com/KKKKhazix/human-writing ~/.claude/skills/human-writing3 362GitHub 星标+156 (+4.9 %) - 21活跃
dsh-TUI
CLIDSH 官方公众号收录的 TUI 补位插件：Claude Code 风，鲸鱼顶栏/实时状态/流式思考/双击 Esc 回滚/上下文进度+TPS。npm 一键装。 DSH official WeChat featured TUI plugin — Claude Code style: whale bar, live status, streaming thoughts, double-Esc rollback, context bar + TPS. npm one-click.
github实测增长Measured age: 21 days25.66 GitHub 星标 per day over 6 days
Daily change decreased by 9.76 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 38.1/100打开来源 ↗2 789GitHub 星标+154 (+5.8 %) - 22活跃
Opinionated Oxlint rules for rejecting low-evidence TypeScript and JavaScript patterns
github实测增长Measured age: 22 days30.39 GitHub 星标 per day over 5 days
Daily change increased by 2.98 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 39.6/100打开来源 ↗安装
git clone https://github.com/dmmulroy/anti-slop ~/.claude/skills/anti-slop3 971GitHub 星标+152 (+4.0 %) - 23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 %) - 24活跃
orbien
其他一个轻量高性能的内网穿透应用，二进制体积大约5MB ，支持 TCP、QUIC、KCP、WebSocket 传输协议，支持 TCP、UDP、HTTP、HTTPS、SOCKS5 协议代理，提供纯Rust原生跨平台桌面客户端和服务端 Web 界面
github实测增长Measured age: 27 days21 GitHub 星标 per day over 6 days
Daily change increased by 2.24 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 34.3/100打开来源 ↗1 160GitHub 星标+126 (+12.2 %)
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 %)