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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. 1

    CLI
    活跃

    DSH 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: 22 days23.48 GitHub 星标 per day over 6 days

    Daily change decreased by 8.65 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 36.9/100打开来源 ↗

    2 836GitHub 星标+141 (+5.2 %)
  2. 2
    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: 14 days23.5 GitHub 星标 per day over 6 days

    Daily change decreased by 8.42 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/LB623/no-negative-echo ~/.claude/skills/no-negative-echo

    741GitHub 星标+141 (+23.5 %)
  3. 3
    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: 13 days22.5 GitHub 星标 per day over 6 days

    Daily change decreased by 0.94 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 40/100打开来源 ↗

    1 880GitHub 星标+135 (+7.7 %)
  4. 4

    智能体
    活跃

    dsh-routing-suite — injector + router-standard kit: install the runtime injector first, then the task-aware reasoning-mode router preset (measured P1-P23).

    github实测增长Measured age: 21 days21.33 GitHub 星标 per day over 6 days

    Daily change increased by 2.07 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 36.7/100打开来源 ↗

    7 079GitHub 星标+128 (+1.8 %)
  5. 5

    其他
    活跃

    Beautiful pdf components, built on Takumi and Forme. 100% Free, Zero config, one command setup.

    github实测增长Measured age: 24 days18.65 GitHub 星标 per day over 6 days

    Daily change increased by 38.32 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 37.1/100打开来源 ↗

    1 002GitHub 星标+112 (+12.6 %)
  6. 6

    其他
    活跃

    一个轻量高性能的内网穿透,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: 28 days18.49 GitHub 星标 per day over 6 days

    Daily change decreased by 0.85 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 32.7/100打开来源 ↗

    1 181GitHub 星标+111 (+10.4 %)
  7. 7

    技能
    活跃

    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: 28 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 : 33.1/100打开来源 ↗

    安装 git clone https://github.com/sv-number/skills ~/.claude/skills/skills

    291GitHub 星标+103 (+54.8 %)
  8. 8
    活跃

    Create polished product demo videos with AI coding agents and Remotion. The UI is code, not a screen recording.

    github实测增长Measured age: 11 days16.83 GitHub 星标 per day over 6 days

    Daily change decreased by 12.91 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 38.6/100打开来源 ↗

    安装 git clone https://github.com/Alexwtlf/agentic-product-demo ~/.claude/skills/agentic-product-demo

    154GitHub 星标+101 (+190.6 %)
  9. 9

    技能
    活跃

    Skills that translate your coding agent's output into plain language: honest reports, straight verdicts, steps you can follow. MIT.

    github实测增长Measured age: 10 days16 GitHub 星标 per day over 6 days

    Daily change decreased by 5.44 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 38.7/100打开来源 ↗

    安装 /plugin marketplace add kharmanskyi/open-steps

    210GitHub 星标+96 (+84.2 %)
  10. 10

    技能
    活跃

    SEO Landing: Give your AI coding agent the capabilities of a senior Technical SEO engineer. An agent skill for building high-performance, technically optimized SEO landing pages. Turn an AI coding agent into a technical SEO specialist.…

    github实测增长Measured age: 7 days15.83 GitHub 星标 per day over 6 days

    Daily change decreased by 5.99 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 39.8/100打开来源 ↗

    安装 git clone https://github.com/aleksandr-alhoff/seo-landing ~/.claude/skills/seo-landing

    139GitHub 星标+95 (+215.9 %)
  11. 11

    智能体
    活跃

    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: 16 days15.32 GitHub 星标 per day over 6 days

    Daily change decreased by 6.81 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 36.1/100打开来源 ↗

    750GitHub 星标+92 (+14.0 %)
  12. 12

    技能
    活跃

    Daily-updated Top 100 Agent Skills rankings — installs, growth, and social buzz aggregated from skills.sh, ClawHub, Tencent SkillHub, GitHub, X and 10+ communities. Open data (CSV).

    github实测增长Measured age: 25 days15.33 GitHub 星标 per day over 6 days

    Daily change increased by 11.59 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 33.6/100打开来源 ↗

    安装 git clone https://github.com/LinklyAI/best-skills ~/.claude/skills/best-skills

    422GitHub 星标+92 (+27.9 %)
  13. 13
    活跃

    Prove and remove accidental codebase complexity without breaking behavior.

    github实测增长Measured age: 11 days14.67 GitHub 星标 per day over 6 days

    Daily change decreased by 5.97 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 37.8/100打开来源 ↗

    安装 git clone https://github.com/tt-a1i/simplify-codebase ~/.claude/skills/simplify-codebase

    435GitHub 星标+88 (+25.4 %)
  14. 14

    其他
    活跃

    Core IaaS engine and cloud infrastructure foundation of ZSvirt

    github实测增长Measured age: 21 days12.49 GitHub 星标 per day over 6 days

    Daily change decreased by 3.89 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 32.9/100打开来源 ↗

    1 582GitHub 星标+75 (+5.0 %)
  15. 15

    其他
    活跃

    雲の音 — Native macOS NetEase Cloud Music client built with SwiftUI

    github实测增长Measured age: 19 days12.49 GitHub 星标 per day over 6 days

    Daily change increased by 5.07 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 34.2/100打开来源 ↗

    933GitHub 星标+75 (+8.7 %)
  16. 16

    应用
    活跃

    Free, self-hostable scheduling app with booking links, Google Calendar sync, SMTP notifications, and Stripe test payments.

    github实测增长Measured age: 8 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 : 37.8/100打开来源 ↗

    326GitHub 星标+72 (+28.3 %)
  17. 17

    活跃

    A fast, resilient, multi-source file retriever and download engine

    github实测增长Measured age: 20 days11.16 GitHub 星标 per day over 6 days

    Daily change decreased by 12.58 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 32.7/100打开来源 ↗

    162GitHub 星标+67 (+70.5 %)
  18. 18
    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: 3 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 : 43.5/100打开来源 ↗

    191GitHub 星标+64 (+50.4 %)
  19. 19

    其他
    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: 29 days9.82 GitHub 星标 per day over 6 days

    Daily change decreased by 18.83 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 28.6/100打开来源 ↗

    344GitHub 星标+59 (+20.7 %)
  20. 20

    技能
    活跃

    Deletion-first Agent Skill for removing test bloat, verification theater, and speculative fallbacks while preserving behavior.

    github实测增长Measured age: 12 days9.83 GitHub 星标 per day over 6 days

    Daily change increased by 0.54 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 35.3/100打开来源 ↗

    安装 git clone https://github.com/MrZoyo/deslop-GPT ~/.claude/skills/deslop-GPT

    87GitHub 星标+59 (+210.7 %)
  21. 21

    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: 17 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 : 33.1/100打开来源 ↗

    235GitHub 星标+54 (+29.8 %)
  22. 22

    技能
    活跃

    Recursive Experiential–Working Memory Evolution for Long-Horizon Agent Harnesses

    github实测增长Measured age: 10 days9 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 : 35.7/100打开来源 ↗

    安装 git clone https://github.com/Gen-Verse/Recuris ~/.claude/skills/Recuris

    143GitHub 星标+54 (+60.7 %)
  23. 23
    活跃

    Autoprompt is a coding-agent skill that cuts failures by 45% on agentic coding tasks.

    github实测增长Measured age: 18 days9 GitHub 星标 per day over 6 days

    Daily change decreased by 3.97 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 32.5/100打开来源 ↗

    安装 git clone https://github.com/Spielewoy/autoprompt-skill ~/.claude/skills/autoprompt-skill

    989GitHub 星标+54 (+5.8 %)
  24. 24
    活跃

    Generate images and video from text prompts across Gemini, OpenAI and Kie AI.

    mcp实测增长Measured age: 13 days8.83 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 34.4/100打开来源 ↗

    安装 claude mcp add mediagen -- npx mediagen

    54GitHub 星标+53 (+5300.0 %)
  25. 25

    技能
    活跃

    An entire marketing department as one Claude skill. 14 modules: audits scored 0-100, an 18-tactic hook engine, copy graded before you see it, ad diagnosis, GEO, email, launches, pricing. Works in Claude, Codex and Cursor.

    github实测增长Measured age: 18 days8.67 GitHub 星标 per day over 6 days

    Daily change increased by 0.53 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 32.4/100打开来源 ↗

    安装 git clone https://github.com/Yuzzyuk/marketing-os ~/.claude/skills/marketing-os

    476GitHub 星标+52 (+12.3 %)