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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
awsl
其他Codex-verified, Claude-compatible durable local runtime for Claude Code Workflow JS, with resume, checkpoints, budgets, and Git worktrees
github实测增长Measured age: 36 days3.67 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 22.9/100打开来源 ↗107GitHub 星标+22 (+25.9 %) - 2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: 6 days16 GitHub 星标 per day over 4 days
Daily change increased by 1.14 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 40.4/100打开来源 ↗318GitHub 星标+64 (+25.2 %) - 3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 %) - 4活跃
发现藏在前端代码里的 API，验证未授权访问风险 · 动态浏览器追踪 × JavaScript 静态分析
github实测增长Measured age: 27 days10.83 GitHub 星标 per day over 6 days
Daily change decreased by 0.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 29.9/100打开来源 ↗325GitHub 星标+65 (+25.0 %) - 5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 %) - 6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: 48 days19.82 GitHub 星标 per day over 6 days
Daily change decreased by 9.66 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 25.4/100打开来源 ↗613GitHub 星标+119 (+24.1 %) - 7活跃
Concord MCP
MCPCross-harness communication and shared work-state for AI coding agents.
mcp实测增长Measured age: 51 days11.59 GitHub 星标 per day over 5 days
Daily change increased by 28.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 23.1/100打开来源 ↗安装
claude mcp add concord-mcp -- npx @concord-ai/concord-mcp302GitHub 星标+58 (+23.8 %) - 8活跃
Data-engineering benchmark for coding agents (DuckDB + Snowflake dbt tasks).
github实测增长Measured age: 35 days2.17 GitHub 星标 per day over 6 days
Daily change decreased by 2.97 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 22.6/100打开来源 ↗69GitHub 星标+13 (+23.2 %) - 9活跃
pentestcode
智能体PentestCode - Multi-agent AI penetration testing system with persistent engagement state, strategic coordination, and parallel autonomous operations.
github实测增长Measured age: 57 days18.82 GitHub 星标 per day over 6 days
Daily change decreased by 3.88 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 21.5/100打开来源 ↗601GitHub 星标+113 (+23.2 %) - 10活跃
A Claude Code skill that grounds AI-generated UI in real reference images and a persistent per-developer taste profile, instead of generic AI-slop defaults.
github实测增长Measured age: 55 days10.99 GitHub 星标 per day over 5 days
Daily change increased by 4.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 19.5/100打开来源 ↗安装
git clone https://github.com/codeswithroh/tastemaker ~/.claude/skills/tastemaker297GitHub 星标+55 (+22.7 %) - 11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 %) - 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
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: 60 days6 GitHub 星标 per day over 5 days
Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 14.8/100打开来源 ↗安装
git clone https://github.com/yan-labs/yan-skills ~/.claude/skills/yan-skills163GitHub 星标+30 (+22.6 %) - 14活跃
Bridge Deepseek-harness into Claude Code for review, critique, delegation, and session import.
github实测增长Measured age: 20 days3.8 GitHub 星标 per day over 5 days
Daily change decreased by 5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 29.2/100打开来源 ↗安装
/plugin marketplace add cpj-dev/dsh-plugin-cc106GitHub 星标+19 (+21.8 %) - 15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: 82 days3.8 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 5.1/100打开来源 ↗安装
git clone https://github.com/haidrrrry/claude-remotion-skill ~/.claude/skills/claude-remotion-skill108GitHub 星标+19 (+21.3 %) - 16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: 13 days22.99 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 : 40.6/100打开来源 ↗安装
git clone https://github.com/LB623/no-negative-echo ~/.claude/skills/no-negative-echo667GitHub 星标+115 (+20.8 %) - 17活跃
VeriRun
其他Evidence-first infrastructure for reproducible, isolated executable evaluation and online rewards.
github实测增长Measured age: 43 days24.16 GitHub 星标 per day over 1 day
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 32.2/100打开来源 ↗140GitHub 星标+24 (+20.7 %) - 18未知最近提交：暂无数据
huggingface实测增长Measured age: 55 days8.5 Hub 30 天下载量 per day over 6 days
Daily change decreased by 0.99 Hub 30 天下载量/day between the last two measured intervals.
Descriptive emergence index : 17.9/100打开来源 ↗Transformers 标识符
cooperdk/BooruNL-0.8B-GGUF304Hub 30 天下载量+51 (+20.2 %) - 19活跃
A fast, resilient, multi-source file retriever and download engine
github实测增长Measured age: 19 days2.83 GitHub 星标 per day over 6 days
Daily change increased by 6.07 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 29.7/100打开来源 ↗107GitHub 星标+17 (+18.9 %) - 20活跃
AWSHound
其他AWS Bloodhound OpenGraph Connector
github实测增长Measured age: 22 days1.67 GitHub 星标 per day over 6 days
Daily change decreased by 0.97 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 27.3/100打开来源 ↗63GitHub 星标+10 (+18.9 %) - 21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 %) - 22活跃
Multi-tier framework for evaluating AI agent skills with quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation that measures how skills affect agent behavior.
github实测增长Measured age: 71 days11.39 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 : 13.1/100打开来源 ↗安装
git clone https://github.com/NVIDIA/SkillEvaluator ~/.claude/skills/SkillEvaluator389GitHub 星标+57 (+17.2 %) - 23活跃
94 specialist Blender skills for Cursor, Claude Code, Kiro & Codex -> MCP-powered production pipeline from blockout to engine export.
github实测增长Measured age: 60 days4.2 GitHub 星标 per day over 5 days
Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 13.9/100打开来源 ↗安装
git clone https://github.com/arjun988/blender-skills ~/.claude/skills/blender-skills146GitHub 星标+21 (+16.8 %)
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 ↗
Self-evolving browser automation for Codex, Claude Code, and Cursor—learn reusable site knowledge and safely replay verified routines with agent-browser.
github安装
资源实测增长git clone https://github.com/Salmonbird/evoui-browser ~/.claude/skills/evoui-browser102GitHub 星标+19 (+22.9 %) - 2活跃打开来源 ↗
A standalone AI skill for creating accurate, usable developer documentation.
github安装
资源实测增长git clone https://github.com/NateBJones-Projects/developer-documentation-skill ~/.claude/skills/developer-documentation-skill67GitHub 星标+10 (+17.5 %)