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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. 1
    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: 18 days6.83 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 : 31.5/100打开来源 ↗

    117GitHub 星标+41 (+53.9 %)
  2. 2
    活跃

    Turn your Grok Bot into a 7-agent Hyperliquid trading desk. Roles, system prompts and skills your Bots use to research, size, execute and review.

    github实测增长Measured age: 19 days5.5 GitHub 星标 per day over 6 days

    Daily change decreased by 4.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 30.5/100打开来源 ↗

    安装 git clone https://github.com/galleonlabs/hypergrok-trading-desk ~/.claude/skills/hypergrok-trading-desk

    51GitHub 星标+33 (+183.3 %)
  3. 3

    技能
    活跃

    Hire Google's Antigravity CLI (agy) as a fast Gemini staffer for Claude Code and OpenAI Codex.

    github实测增长Measured age: 17 days5.17 GitHub 星标 per day over 6 days

    Daily change increased by 6.99 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 31.7/100打开来源 ↗

    安装 /plugin marketplace add keli-wen/agy-staff

    80GitHub 星标+31 (+63.3 %)
  4. 4

    技能
    活跃

    1인 사업가 생산성 키트 — 직원 없이 49개를 자동화했고, 그중 바로 쓸 수 있는 AI 에이전트 스킬 26개(+실행 스크립트)를 공개합니다

    github实测增长Measured age: 13 days4.67 GitHub 星标 per day over 6 days

    Daily change increased by 0.5 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/bam-bam-2/solo-skills ~/.claude/skills/solo-skills

    357GitHub 星标+28 (+8.5 %)
  5. 5
    活跃

    Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.

    github实测增长Measured age: 24 days4.33 GitHub 星标 per day over 6 days

    Daily change decreased by 6.09 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 27.9/100打开来源 ↗

    391GitHub 星标+26 (+7.1 %)
  6. 6
    活跃

    AI product management skills and plugin for Claude Code, Cowork, Codex and other AI agents: evidence-tagged PRDs, specs, requirements, RICE prioritization, backlog and roadmap scoring, product strategy, GTM launch plans, release…

    github实测增长Measured age: 7 days3.83 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 : 34.3/100打开来源 ↗

    安装 /plugin marketplace add naderelewa/Product-to-Prod

    37GitHub 星标+23 (+164.3 %)
  7. 7

    MCP
    活跃

    Connect AI agents to your self-hosted HQBase shared email workspace.

    mcp实测增长Measured age: 27 days3.83 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 26.5/100打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://{installation_domain}/mcp

    309GitHub 星标+23 (+8.0 %)
  8. 8

    技能
    活跃

    Deterministic prose checks for clearer coding-agent responses

    github实测增长Measured age: 20 days3.17 GitHub 星标 per day over 6 days

    Daily change decreased by 1.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 28.9/100打开来源 ↗

    安装 git clone https://github.com/Vistyy/nopus ~/.claude/skills/nopus

    270GitHub 星标+19 (+7.6 %)
  9. 9
    活跃

    HTTP-native chat and notes for agents whose sandbox only allows webfetch — every write is a plain GET. Runs technocore.chat.

    github实测增长Measured age: 22 days3 GitHub 星标 per day over 6 days

    Daily change decreased by 1.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 28/100打开来源 ↗

    安装 git clone https://github.com/flop-labs/technocore-chat ~/.claude/skills/technocore-chat

    146GitHub 星标+18 (+14.1 %)
  10. 10

    MCP
    活跃

    A lightweight, Git-backed permanent memory for AI agents.

    mcp实测增长Measured age: 14 days3 GitHub 星标 per day over 6 days

    Daily change decreased by 9 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 31.2/100打开来源 ↗

    安装 claude mcp add perenna -- uvx perenna

    36GitHub 星标+18 (+100.0 %)
  11. 11
    活跃

    Give your CLAUDE.md / AGENTS.md a checkup — audit size vitals, dead references, drifted claims, and backtest every rule against your own session history to see which rules get followed, ignored, or never used. A doctor-style report that…

    github实测增长Measured age: 11 days2.83 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 : 32.3/100打开来源 ↗

    安装 git clone https://github.com/agent-clinic/claude-md-doctor ~/.claude/skills/claude-md-doctor

    30GitHub 星标+17 (+130.8 %)
  12. 12

    技能
    活跃

    Code-quality skills by Max Kanat-Alexander.

    github实测增长Measured age: 11 days2.83 GitHub 星标 per day over 6 days

    Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 32.3/100打开来源 ↗

    安装 git clone https://github.com/mkanat/skills ~/.claude/skills/skills

    69GitHub 星标+17 (+32.7 %)
  13. 13
    活跃

    `xxg-portrait-rebuild-light` is an image-edit skill for existing portrait photos. It reconstructs the key light, fill, shadows, and background atmosphere with a director-led lighting workflow while restoring clean, healthy, low-contrast…

    github实测增长Measured age: 25 days2.67 GitHub 星标 per day over 6 days

    Daily change decreased by 1 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 26.7/100打开来源 ↗

    安装 git clone https://github.com/moskoo/xxg-portrait-rebuild-light ~/.claude/skills/xxg-portrait-rebuild-light

    154GitHub 星标+16 (+11.6 %)
  14. 14
    活跃

    Agent Skill: turn AI-generated video into 2D game sprite sheets (the Mortal Kombat method, with MiniMax H3 as the actor)

    github实测增长Measured age: 18 days2.5 GitHub 星标 per day over 6 days

    Daily change decreased by 1.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 29.3/100打开来源 ↗

    安装 git clone https://github.com/gary149/h3-game-sprites ~/.claude/skills/h3-game-sprites

    112GitHub 星标+15 (+15.5 %)
  15. 15

    技能
    活跃

    Bridge Deepseek-harness into Claude Code for review, critique, delegation, and session import.

    github实测增长Measured age: 22 days2.5 GitHub 星标 per day over 6 days

    Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 27.8/100打开来源 ↗

    安装 /plugin marketplace add cpj-dev/dsh-plugin-cc

    107GitHub 星标+15 (+16.3 %)
  16. 16

    其他
    活跃

    Redteam / Pentest Skill Pack — semi-automated workflow + on-demand module selection + real-world attack chains | Kali + Claude Code 红队/渗透/技能包 - 半自动工作流 + 按需点选模块 + 实战利用链 | 基于 Kali 与 Claude Code

    github实测增长Measured age: 15 days2.33 GitHub 星标 per day over 6 days

    Daily change decreased by 1.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 30.4/100打开来源 ↗

    41GitHub 星标+14 (+51.9 %)
  17. 17
    活跃

    Evidence-aware interactive visual explainers for Codex and Claude Code.

    github实测增长Measured age: 11 days2.33 GitHub 星标 per day over 6 days

    Daily change decreased by 1 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 32/100打开来源 ↗

    安装 git clone https://github.com/yizhiyanhua-ai/fireworks-open-eli5 ~/.claude/skills/fireworks-open-eli5

    180GitHub 星标+14 (+8.4 %)
  18. 18
    活跃

    An Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx.

    mcp实测增长Measured age: 16 days2.33 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 30/100打开来源 ↗

    安装 claude mcp add logisheets-mcp -- npx logisheets-mcp

    15GitHub 星标+14 (+1400.0 %)
  19. 19
    活跃

    Purge multi-vendor AI watermarks: clean Unicode text, apply statistical rewrite hooks, and clear C2PA plus metadata from PNG, JPEG, SVG, PDF, DOCX, HTML, and MD.

    github实测增长Measured age: 12 days2.33 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 : 31.6/100打开来源 ↗

    安装 /plugin marketplace add ShadowAqueduct/watermark-remover

    841GitHub 星标+14 (+1.7 %)
  20. 20
    活跃

    Generate GPT images from Codex or Claude Code using a ChatGPT subscription, without the Images API.

    github实测增长Measured age: 9 days2.33 GitHub 星标 per day over 6 days

    Daily change decreased by 1 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 32.8/100打开来源 ↗

    安装 git clone https://github.com/GENEXIS-AI/gpt-image-skill ~/.claude/skills/gpt-image-skill

    159GitHub 星标+14 (+9.7 %)
  21. 21

    技能
    活跃

    Active Directory pentest methodology for Claude Code: skills, agents and slash commands for internal AD red-team work (Kerberoasting, ADCS ESC1-17, DCSync, ACL abuse, NTLM relay, delegation), with per-technique OPSEC/telemetry notes. Drives…

    github实测增长Measured age: 11 days2.16 GitHub 星标 per day over 6 days

    Daily change increased by 4.92 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 32.4/100打开来源 ↗

    安装 /plugin marketplace add ADScanPro/Claude-AD

    150GitHub 星标+13 (+9.5 %)
  22. 22

    技能
    活跃

    20+ 款可独立安装的 AI 视觉风格 Skill:挑一款、上传一张照片,在 Codex 里直接生成成品。作者 @威比 Hunter Wei.(抖音、小红书同名)

    github实测增长Measured age: 26 days2.17 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 : 26.2/100打开来源 ↗

    安装 git clone https://github.com/Vieeeeeee/wibi-style ~/.claude/skills/wibi-style

    129GitHub 星标+13 (+11.2 %)
  23. 23
    活跃

    Claude Code plugin that stops Claude writing like an AI. 29 researched patterns, loaded every session and checked on every file write.

    github实测增长Measured age: 16 days2 GitHub 星标 per day over 6 days

    Daily change decreased by 2 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 29.9/100打开来源 ↗

    安装 /plugin marketplace add Abdulkader-Safi/AI-Writing-Rules

    25GitHub 星标+12 (+92.3 %)
  24. 24
    活跃

    [dsh]为纯文本模型设计更强大的视觉工具箱:一行安装使用、粘贴图片直接识别、多张图片问答、截图到前端UI 还原等|DeepSeek Harness-native integration for agent-vision-toolkit: image Q&A, long-screenshot OCR, UI restoration, grounding, pixel diff, Artifacts, and Web UI.

    github实测增长Measured age: 22 days2 GitHub 星标 per day over 6 days

    Daily change decreased by 3.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 27.5/100打开来源 ↗

    安装 git clone https://github.com/Anionex/dsh-vision-toolkit ~/.claude/skills/dsh-vision-toolkit

    850GitHub 星标+12 (+1.4 %)
  25. 25
    活跃

    Agent skill for AI trip planning (Claude Code · Codex · Gemini CLI · Cursor · Copilot · any SKILL.md agent) — verified, bookable itineraries: hour-by-hour days, real flight prices, offline KML maps, eight themed page designs · 旅行规划 / 行程 /…

    github实测增长Measured age: 20 days1.83 GitHub 星标 per day over 6 days

    Daily change decreased by 2 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 28.2/100打开来源 ↗

    安装 git clone https://github.com/skywain/trip-planner-skill ~/.claude/skills/trip-planner-skill

    37GitHub 星标+11 (+42.3 %)