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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. 1

    技能
    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

    许可证: MIT
    • agent-skills
    • chinese-writing
    • claude-code
    • codex
    • literary-writing

    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-writing

    359GitHub 星标+248 (+223.4 %)
  2. 2

    应用
    活跃

    World's first open-source enterprise world model.

    Rust许可证: Apache-2.0
    • agent-memory
    • bitemporal
    • graphrag
    • knowledge-base
    • knowledge-graph

    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. 3

    技能
    活跃

    Prove and remove accidental codebase complexity without breaking behavior.

    许可证: MIT
    • agent-skills
    • ai-agents
    • code-quality
    • codebase
    • codex

    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-codebase

    402GitHub 星标+232 (+136.5 %)
  4. 4

    技能
    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.

    JavaScript许可证: MIT
    • agent-skills
    • ai-agents
    • ai-coding
    • claude-code
    • codex

    github实测增长Measured age: 22 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 : 58.1/100打开来源 ↗

    安装 git clone https://github.com/lennney/stop-that-shit ~/.claude/skills/stop-that-shit

    1 138GitHub 星标+616 (+118.0 %)
  5. 5

    技能
    活跃

    Claude skill: refactor code to reduce cyclomatic complexity

    许可证: Apache-2.0
    • agent-skills
    • claude
    • code-quality
    • refactoring

    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-skill

    326GitHub 星标+176 (+117.3 %)
  6. 6

    技能
    活跃

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

    Python许可证: Apache-2.0
    • agent-harnesses
    • agentmemory
    • claude-skills
    • llm-agents
    • long-horizon-agents

    github实测增长Measured age: 9 days12.59 GitHub 星标 per day over 5 days

    Daily change decreased by 6.51 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 37.7/100打开来源 ↗

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

    127GitHub 星标+63 (+98.4 %)
  7. 7

    技能
    活跃

    AI-agent skill producing reusable Markdown from PDFs. It turns flowcharts, diagrams, and charts into text beside each caption instead of empty links. It checks an earlier conversion against the PDF and fixes misread or missing parts. Long…

    Python许可证: AGPL-3.0
    • agent-skills
    • ai-agents
    • codex
    • codex-skill
    • document-conversion

    github实测增长Measured age: 19 days7.6 GitHub 星标 per day over 5 days

    Daily change decreased by 7.51 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 31.5/100打开来源 ↗

    安装 git clone https://github.com/libnyx/LT2MD ~/.claude/skills/LT2MD

    89GitHub 星标+38 (+74.5 %)
  8. 8

    其他
    活跃

    End-to-end streaming data platform on AWS: Kafka → Iceberg lake → Kimball model → Athena, orchestrated with Airflow 3. Terraform, Glue PySpark, dbt.

    Python
    • apache-airflow
    • apache-iceberg
    • athena
    • aws
    • data-engineering

    github实测增长Measured age: 16 days8 GitHub 星标 per day over 6 days

    Daily change increased by 1.05 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 33/100打开来源 ↗

    113GitHub 星标+48 (+73.8 %)
  9. 9

    技能
    活跃

    Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

    Python许可证: Apache-2.0
    • agent-memory
    • agent-skills
    • ai-agents
    • benchmark
    • dataset

    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/SkillCorpus

    424GitHub 星标+170 (+66.9 %)
  10. 10

    应用
    活跃

    Spotify, native and fast. One lightweight Rust app for your whole library, local playback, and Spotify Connect on Linux, macOS, and Windows.

    Rust许可证: MIT
    • audio
    • cross-platform
    • desktop-app
    • egui
    • gui

    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 %)
  11. 11

    技能
    活跃

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

    Python许可证: MIT
    • agent-skills
    • ai-video
    • claude-code
    • game-development
    • sprites

    github实测增长Measured age: 16 days7.2 GitHub 星标 per day over 5 days

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

    Descriptive emergence index : 32.6/100打开来源 ↗

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

    111GitHub 星标+36 (+48.0 %)
  12. 12

    技能
    活跃

    Fire your SEO·GEO agency 🔥 A Claude Code skill that audits and optimizes SEO·AEO·GEO·LLMO·NEO(Naver) by itself — 월 50~350만 원짜리 'AI 검색 최적화' 대행, AI 에이전트가 대체합니다

    许可证: MIT
    • aeo
    • ai-search
    • claude-code
    • claude-skills
    • geo

    github实测增长Measured age: 7 days23.99 GitHub 星标 per day over 5 days

    Daily change decreased by 19.51 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 42.9/100打开来源 ↗

    安装 git clone https://github.com/leopard627/fire-your-seo-agency ~/.claude/skills/fire-your-seo-agency

    384GitHub 星标+120 (+45.5 %)
  13. 13

    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.

    Python许可证: MIT
    • agent-skill
    • agent-skills
    • ai-agents
    • anthropic
    • automation

    github实测增长Measured age: 27 days13.19 GitHub 星标 per day over 5 days

    Daily change decreased by 19.52 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 30.9/100打开来源 ↗

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

    236GitHub 星标+66 (+38.8 %)
  14. 14

    其他
    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…

    TypeScript许可证: MIT
    • android
    • background-processing
    • background-task
    • background-tasks
    • background-upload

    github实测增长Measured age: 2 days48.34 GitHub 星标 per day over 1 day

    Acceleration cannot be measured yet: three snapshots are required.

    Descriptive emergence index : 57.9/100打开来源 ↗

    175GitHub 星标+48 (+37.8 %)
  15. 15

    MCP
    活跃

    A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.

    许可证: MIT
    • agent-skills
    • ai-agents
    • claude
    • claude-code
    • claude-code-skill

    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 %)
  16. 16

    技能
    活跃

    GEOHub: open, evidence-bounded GEO and SEO agent skills for AI Search, with research-grounded discovery, diagnosis, content, measurement, and one-line SEO planning.

    HTML许可证: AGPL-3.0
    • agent-skills
    • ai-search
    • claude
    • codex
    • generative-engine-optimization

    github实测增长Measured age: 25 days7.2 GitHub 星标 per day over 5 days

    Daily change increased by 17 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 30.4/100打开来源 ↗

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

    142GitHub 星标+36 (+34.0 %)
  17. 17

    智能体
    活跃

    Sprix AI at 屿智同行 — state-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks.

    Python许可证: MIT
    • a2a
    • agent-orchestration
    • agent-routing
    • ai-agents
    • multi-agent-systems

    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 %)
  18. 18

    技能
    活跃

    Code-quality skills by Max Kanat-Alexander.

    许可证: CC0-1.0
    • agent-skills
    • ai-agents
    • claude-code
    • code-quality
    • codex

    github实测增长Measured age: 10 days3.2 GitHub 星标 per day over 5 days

    Daily change decreased by 9.5 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/mkanat/skills ~/.claude/skills/skills

    67GitHub 星标+16 (+31.4 %)
  19. 19

    库
    活跃

    SDK for robotics teams to verify the quality of their data used for AI model training.

    Python许可证: Apache-2.0
    • airflow
    • data-engineering
    • data-pipeline
    • data-quality
    • dataset-curation

    github实测增长Measured age: 15 days9 GitHub 星标 per day over 6 days

    Daily change decreased by 3.93 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 33.7/100打开来源 ↗

    229GitHub 星标+54 (+30.9 %)
  20. 20

    技能
    活跃

    Skills Constitution — meta-rule governing all skill invocations across agent platforms

    Python许可证: MIT
    • agent-framework
    • agent-memory
    • agent-orchestration
    • agent-skill
    • agent-skills

    github实测增长Measured age: 27 days9.4 GitHub 星标 per day over 5 days

    Daily change decreased by 2.51 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 29.2/100打开来源 ↗

    安装 git clone https://github.com/jiabaobei/skills-constitution ~/.claude/skills/skills-constitution

    211GitHub 星标+47 (+28.7 %)
  21. 21

    技能
    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.

    JavaScript许可证: MIT
    • accessibility
    • agent-skills
    • ai-web-design
    • anthropic
    • claude-code

    github实测增长Measured age: 11 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 : 52.3/100打开来源 ↗

    安装 /plugin marketplace add nateherkai/scroll-craft

    1 408GitHub 星标+304 (+27.5 %)
  22. 22

    技能
    活跃

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

    JavaScript
    • agent-skills
    • chatgpt
    • claude-code
    • codex
    • gpt-image

    github实测增长Measured age: 8 days6.6 GitHub 星标 per day over 5 days

    Daily change decreased by 1 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/GENEXIS-AI/gpt-image-skill ~/.claude/skills/gpt-image-skill

    157GitHub 星标+33 (+26.6 %)
  23. 23

    应用
    活跃

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

    TypeScript许可证: MIT
    • google-calendar
    • nextjs
    • prisma
    • scheduling
    • self-hosted

    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 %)
  24. 24

    其他
    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.

    Python许可证: Apache-2.0
    • agent-orchestration
    • agentic-ai
    • agentic-framework
    • ai-agents
    • harness

    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 %)

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. 1

    breakscale

    其他
    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.

    TypeScript许可证: MIT
    • canvas
    • distributed-systems
    • education
    • learning
    • queueing-theory
    github资源实测增长
    971GitHub 星标+210 (+27.6 %)