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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

    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: 27 days986.42 GitHub 星标 per day over 3 days

    Daily change increased by 270.45 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 81.7/100打开来源 ↗

    3 799GitHub 星标+2 967 (+356.6 %)
  2. 2

    技能
    活跃

    De-AI writing skill for any Agent Skills-compatible agent (77+ via the Skills CLI), with native plugins for Claude Code, Codex, Grok Build, and Antigravity. Narrative-architecture repair for fiction, venue-matched rules for professional…

    Python许可证: MIT
    • agent-skills
    • ai-writing
    • antigravity
    • claude-code
    • codex

    github实测增长Measured age: 7 days245.06 GitHub 星标 per day over 6 days

    Daily change increased by 56.73 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 75/100打开来源 ↗

    安装 git clone https://github.com/Nanako0129/sepia ~/.claude/skills/sepia

    1 899GitHub 星标+1 470 (+342.7 %)
  3. 3

    技能
    活跃

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

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

    github实测增长Measured age: 10 days21.17 GitHub 星标 per day over 6 days

    Daily change increased by 4.98 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 41.2/100打开来源 ↗

    安装 /plugin marketplace add kharmanskyi/open-steps

    196GitHub 星标+127 (+184.1 %)
  4. 4

    技能
    活跃

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

    TypeScript
    • agent-skills
    • agentic
    • claude-code
    • ffmpeg
    • motion-design

    github实测增长Measured age: 10 days13.84 GitHub 星标 per day over 6 days

    Daily change increased by 27.46 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/Alexwtlf/agentic-product-demo ~/.claude/skills/agentic-product-demo

    134GitHub 星标+83 (+162.7 %)
  5. 5

    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: 24 days142.37 GitHub 星标 per day over 6 days

    Daily change increased by 15.34 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 59.3/100打开来源 ↗

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

    1 466GitHub 星标+854 (+139.5 %)
  6. 6

    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: 8 days33.84 GitHub 星标 per day over 6 days

    Daily change increased by 0.98 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 45.9/100打开来源 ↗

    安装 git clone https://github.com/saurabhkumar8112/cyclomatic-complexity-skill ~/.claude/skills/cyclomatic-complexity-skill

    369GitHub 星标+203 (+122.3 %)
  7. 7

    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: 8 days634.21 GitHub 星标 per day over 2 days

    Daily change decreased by 274.16 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 79.4/100打开来源 ↗

    2 847GitHub 星标+1 270 (+80.5 %)
  8. 8

    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: 10 days10.34 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 : 36.3/100打开来源 ↗

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

    139GitHub 星标+62 (+80.5 %)
  9. 9

    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: 20 days7.5 GitHub 星标 per day over 6 days

    Daily change increased by 1.99 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 31.3/100打开来源 ↗

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

    104GitHub 星标+45 (+76.3 %)
  10. 10

    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: 24 days34.18 GitHub 星标 per day over 6 days

    Daily change increased by 2.47 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 39.9/100打开来源 ↗

    安装 git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus

    493GitHub 星标+205 (+71.2 %)
  11. 11

    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: 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 %)
  12. 12

    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: 28 days15.5 GitHub 星标 per day over 6 days

    Daily change increased by 5.48 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/sv-number/skills ~/.claude/skills/skills

    266GitHub 星标+93 (+53.8 %)
  13. 13

    库
    活跃

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

    Rust许可证: GPL-3.0
    • downloadmanager
    • iced
    • rust
    • rust-cli
    • rust-community

    github实测增长Measured age: 20 days7.99 GitHub 星标 per day over 6 days

    Daily change increased by 25.62 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 33.3/100打开来源 ↗

    141GitHub 星标+48 (+51.6 %)
  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: 3 days29.97 GitHub 星标 per day over 2 days

    Daily change decreased by 36.44 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 46.5/100打开来源 ↗

    187GitHub 星标+60 (+47.2 %)
  15. 15

    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: 13 days86.35 GitHub 星标 per day over 6 days

    Daily change increased by 78.85 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 59.8/100打开来源 ↗

    安装 /plugin marketplace add nateherkai/scroll-craft

    1 686GitHub 星标+518 (+44.3 %)
  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: 26 days7.17 GitHub 星标 per day over 6 days

    Daily change decreased by 13 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 28.6/100打开来源 ↗

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

    150GitHub 星标+43 (+40.2 %)
  17. 17

    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: 22 days25.81 GitHub 星标 per day over 6 days

    Daily change decreased by 4.86 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 37.7/100打开来源 ↗

    541GitHub 星标+155 (+40.2 %)
  18. 18

    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: 11 days17.67 GitHub 星标 per day over 6 days

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

    Descriptive emergence index : 39/100打开来源 ↗

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

    428GitHub 星标+106 (+32.9 %)
  19. 19

    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: 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 %)
  20. 20

    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

    Python许可证: MIT
    • api-discovery
    • api-security
    • bug-bounty
    • penetration-testing
    • playwright

    github实测增长Measured age: 28 days13.65 GitHub 星标 per day over 6 days

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

    Descriptive emergence index : 32.3/100打开来源 ↗

    344GitHub 星标+82 (+31.3 %)
  21. 21

    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: 17 days128.7 GitHub 星标 per day over 6 days

    Daily change decreased by 110.06 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 59.3/100打开来源 ↗

    3 359GitHub 星标+772 (+29.8 %)
  22. 22

    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).

    • agent
    • agent-skills
    • ai-skills
    • awesome-skills
    • claude-skills

    github实测增长Measured age: 24 days15 GitHub 星标 per day over 6 days

    Daily change increased by 3.48 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 33.2/100打开来源 ↗

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

    394GitHub 星标+90 (+29.6 %)
  23. 23

    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: 13 days60.1 GitHub 星标 per day over 6 days

    Daily change increased by 88.12 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 55.3/100打开来源 ↗

    1 591GitHub 星标+361 (+29.3 %)
  24. 24

    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: 17 days8.66 GitHub 星标 per day over 6 days

    Daily change decreased by 2.05 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 32.8/100打开来源 ↗

    231GitHub 星标+52 (+29.1 %)

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
    1 003GitHub 星标+242 (+31.8 %)