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最新 — 90

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. 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

    其他
    活跃

    Use ChatGPT Web (including Pro) as a native model in the Codex app — with context, tools, streaming and images beyond Codex usage limits.

    TypeScript许可证: MIT
    • chatgpt
    • chatgpt-pro
    • codex
    • free-ai
    • mcp

    github实测增长Measured age: 39 days459.78 GitHub 星标 per day over 5 days

    Daily change increased by 242.21 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 72.1/100打开来源 ↗

    3 843GitHub 星标+2 300 (+149.1 %)
  4. 4

    技能
    活跃

    Metis is a coding agent that boosts AI/LLM coding performance by 50%

    TypeScript许可证: MIT
    • agent-orchestration
    • agent-skills
    • agentic-workflow
    • ai-agents
    • ai-coding

    github实测增长Measured age: 54 days15.19 GitHub 星标 per day over 5 days

    Daily change decreased by 14.51 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 21.3/100打开来源 ↗

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

    129GitHub 星标+76 (+143.4 %)
  5. 5

    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 %)
  6. 6

    智能体
    活跃

    AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist Claude agents (FastAPI + Next.js).

    Python
    • ai
    • anthropic
    • claude
    • fastapi
    • llm

    github实测增长Measured age: 83 days320.78 GitHub 星标 per day over 6 days

    Daily change decreased by 62.49 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 44.7/100打开来源 ↗

    3 488GitHub 星标+1 925 (+123.2 %)
  7. 7

    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: 23 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 : 57.7/100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 %)
  8. 8

    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 %)
  9. 9

    MCP
    活跃

    Your durable workspace across AI agents.

    Python许可证: MIT
    • agent-memory
    • agent-skills
    • agentic-workflow
    • agy
    • ai-agents

    github实测增长Measured age: 31 days10.79 GitHub 星标 per day over 5 days

    Daily change decreased by 1.51 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 28.3/100打开来源 ↗

    104GitHub 星标+54 (+108.0 %)
  10. 10

    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 %)
  11. 11

    技能
    活跃

    Data visualization Skill for AI Agents, turning data into polished, interactive HTML charts. 面向 AI Agents 的数据可视化 Skill，将数据快速生成精致、可交互的 HTML 图表。

    HTML
    • agent-skills
    • charts
    • claude-code
    • codex
    • data-visualization

    github实测增长Measured age: 49 days317.14 GitHub 星标 per day over 6 days

    Daily change increased by 449.98 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 65.9/100打开来源 ↗

    安装 git clone https://github.com/larashero3-dotcom/lieflat-charts ~/.claude/skills/lieflat-charts

    3 852GitHub 星标+1 904 (+97.7 %)
  12. 12

    技能
    活跃

    For You Agent——AI 时代的个人随身数字人格。把你的模型、AI 账号、技能、提示词和工作方式，带到每一个 AI 工具里。

    Rust
    • agent-management
    • agent-skills
    • ai-agent
    • ai-assistant
    • ai-worker

    github实测增长Measured age: 38 days69.61 GitHub 星标 per day over 6 days

    Daily change increased by 23.42 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 44.7/100打开来源 ↗

    安装 git clone https://github.com/fy-agent/fyagent ~/.claude/skills/fyagent

    948GitHub 星标+418 (+78.9 %)
  13. 13

    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 %)
  14. 14

    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: 17 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 : 32.6/100打开来源 ↗

    113GitHub 星标+48 (+73.8 %)
  15. 15

    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 %)
  16. 16

    技能
    活跃

    Vibe code with pi in a lightweight, real IDE - The Vibe You Need

    TypeScript许可证: Apache-2.0
    • agent
    • agent-skills
    • agentic-ai
    • agentic-workflow
    • ai-coding

    github实测增长Measured age: 57 days31.39 GitHub 星标 per day over 5 days

    Daily change decreased by 12.52 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 26/100打开来源 ↗

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

    393GitHub 星标+157 (+66.5 %)
  17. 17

    技能
    活跃

    ffprobe for documents — probe PDF, Microsoft Office, and Apple iWork files without opening them. Rust CLI + browser WASM SDK returning structured JSON with confidence, evidence, and measured I/O cost.

    Rust许可证: MIT
    • agent-skills
    • cli
    • document-metadata
    • document-parser
    • document-processing

    github实测增长Measured age: 30 days7.2 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 : 27/100打开来源 ↗

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

    99GitHub 星标+36 (+57.1 %)
  18. 18

    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 %)
  19. 19

    MCP
    活跃

    Open-source AI CLI and local MCP server connecting 25 clients—Claude Code, Cursor, Codex, ChatGPT, Hermes, and OpenClaw—to 2,000+ models/APIs, with OAuth and rollback.

    TypeScript许可证: Apache-2.0
    • agent-skills
    • ai-agents
    • ai-coding
    • ai-gateway
    • chatgpt

    github实测增长Measured age: 69 days6.2 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 : 11.4/100打开来源 ↗

    95GitHub 星标+31 (+48.4 %)
  20. 20

    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 %)
  21. 21

    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 %)
  22. 22

    技能
    活跃

    88 installable open-source Agent Skills for research, social intelligence, marketing, and business workflows—compatible with Codex, Claude Code, Cursor, Gemini CLI, and DeepSeek Harness.

    Python许可证: Apache-2.0
    • agent-plugins
    • agent-skills
    • agent-skills-marketplace
    • ai-agents
    • ai-workflows

    github实测增长Measured age: 36 days6 GitHub 星标 per day over 5 days

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

    Descriptive emergence index : 24.1/100打开来源 ↗

    安装 /plugin marketplace add sandbaseai/sandbase-skills

    98GitHub 星标+30 (+44.1 %)
  23. 23

    其他
    活跃

    FuXi is a fast, self-contained AI coding agent that lives in your terminal — edit code, run commands, and drive tools, with cost-aware routing across LLM providers.

    Python
    • agent
    • ai
    • ai-agent
    • ai-coding
    • autonomous-agent

    github实测增长Measured age: 30 days162.64 GitHub 星标 per day over 6 days

    Daily change increased by 29.91 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 59.7/100打开来源 ↗

    3 278GitHub 星标+976 (+42.4 %)

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

    agentconnect

    智能体
    活跃打开来源 ↗

    The open-source, multi-agent alternative to Claude Tag. @ any agent, wherever work happens, they work alongside your team, learning as they go.

    TypeScript许可证: Apache-2.0
    • agent-client-protocol
    • agent-sandbox
    • ai-agent
    • claude-tag-alternative
    • codereview
    github资源实测增长
    1 274GitHub 星标+858 (+206.2 %)
  2. 2

    atlas-agent-control-plane

    技能
    活跃打开来源 ↗

    AtlasAgent - an auditable AI agent control plane: evidence-backed memory, governed tool runtime, checkpoint DAG recovery, and a 55-chapter engineering tutorial. FastAPI / Next.js PWA / Textual TUI

    Python许可证: MIT
    • agent
    • agent-framework
    • agent-orchestration
    • agent-skills
    • agentic-ai
    github

    安装 git clone https://github.com/malevrigns/atlas-agent-control-plane ~/.claude/skills/atlas-agent-control-plane

    资源实测增长
    105GitHub 星标+47 (+81.0 %)