工具说明为英文。

技术工具雷达: AI / LLM

雷达筛选条件

近期变化

Of 20 comparable tools in IA / LLM, 20 are increasing, 0 are stable, and 0 are declining. ponytail has the largest measured increase: +10813 GitHub stars. These movements describe only changes in metrics collected over the period.

测量周期：2026-08-29 至 2026-09-05

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

    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实测增长打开来源 ↗

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

    4 652GitHub 星标+2 652 (+132.6 %)
  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实测增长打开来源 ↗

    4 008GitHub 星标+3 176 (+381.7 %)
  3. 3

    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实测增长打开来源 ↗

    3 342GitHub 星标+527 (+18.7 %)
  4. 4

    技能
    活跃

    A practical, open-source guide to mastering WorkBuddy through real-world workflows.开源的 WorkBuddy 实战蓝皮书：教程、真实工作流、Skills、MCP、自动化与多智能体实践。

    TypeScript许可证: MIT
    • agent-skills
    • automation
    • codex
    • guide
    • llm

    github实测增长打开来源 ↗

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

    2 810GitHub 星标+279 (+11.0 %)
  5. 5

    技能
    活跃

    Beautiful, AI-native markdown IDE and LLM wiki

    TypeScript许可证: GPL-3.0
    • 2nd-brain
    • agent-skills
    • claude
    • codex
    • company-brain

    github实测增长打开来源 ↗

    安装 git clone https://github.com/inkeep/open-knowledge ~/.claude/skills/open-knowledge

    4 006GitHub 星标+317 (+8.6 %)
  6. 6

    技能
    活跃

    Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, so effort multiplies with depth. Grounded in 2025-2026 research on model…

    JavaScript许可证: MIT
    • ai-agents
    • claude
    • claude-code
    • llm
    • productivity

    github实测增长打开来源 ↗

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

    3 057GitHub 星标+274 (+9.8 %)
  7. 7

    技能
    活跃

    Agent skill: make LLMs write docs in ASD-STE100 Simplified Technical

    Python许可证: MIT

      github实测增长打开来源 ↗

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

      3 177GitHub 星标+244 (+8.3 %)
    • 8

      智能体
      活跃

      Brigade — Your personal intelligence, built enterprise-grade

      TypeScript许可证: MIT
      • agent-runtime
      • ai
      • ai-crew
      • autonomous-agents
      • brigade

      github实测增长打开来源 ↗

      3 400GitHub 星标+239 (+7.6 %)
    • 9

      技能
      活跃

      Run Claude Design locally as an Agent Skill — Cursor, Claude Code & more. Produce polished UI mockups, prototypes, decks & wireframes as self-contained HTML, without claude.ai/design. Best with Opus 4.8.

      JavaScript许可证: MIT
      • agent-skills
      • claude
      • claude-code
      • claude-design
      • cursor

      github实测增长打开来源 ↗

      安装 git clone https://github.com/JimLiu/baoyu-design ~/.claude/skills/baoyu-design

      3 891GitHub 星标+247 (+6.8 %)
    • 10

      智能体
      活跃

      Where agent teams gather. Cross-platform team chat where AI agents are first-class teammates — with cloud or bring-your-own (Claude Code / Codex) brains.

      TypeScript许可证: MIT

        github实测增长打开来源 ↗

        3 475GitHub 星标+224 (+6.9 %)
      • 11

        其他
        活跃

        Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

        Python许可证: MIT
        • agent-infrastructure
        • ai-agent
        • ai-search
        • automation
        • bilibili

        github实测增长打开来源 ↗

        78 059GitHub 星标+1 482 (+1.9 %)
      • 12

        其他
        活跃

        🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

        Python许可证: Apache-2.0

          github实测增长打开来源 ↗

          81 328GitHub 星标+1 365 (+1.7 %)
        • 13

          CLI
          活跃

          CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

          Rust许可证: Apache-2.0
          • agentic-coding
          • ai-coding
          • anthropic
          • claude-code
          • cli

          github实测增长打开来源 ↗

          78 609GitHub 星标+771 (+0.99 %)
        • 14

          技能
          活跃

          让 AI 写的中文读起来像一个具体的人在说话。通用创作与改稿 Skill，开箱即用。

          Python许可证: MIT
          • agent-skills
          • chinese-writing
          • creative-writing
          • writing-skill

          github实测增长打开来源 ↗

          安装 git clone https://github.com/KKKKhazix/human-writing ~/.claude/skills/human-writing

          3 448GitHub 星标+172 (+5.3 %)
        • 15

          其他
          活跃

          A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.

          Shell许可证: MIT

            github实测增长打开来源 ↗

            150 097GitHub 星标+1 231 (+0.83 %)
          • 16

            智能体
            活跃

            TradingAgents: Multi-Agents LLM Financial Trading Framework

            Python许可证: Apache-2.0
            • agent
            • finance
            • llm
            • multiagent
            • trading

            github实测增长打开来源 ↗

            102 531GitHub 星标+633 (+0.62 %)
          • 17

            模型
            未知最近提交：暂无数据
            • transformers
            • gguf
            • text-to-image
            • text-generation
            • image-to-text

            huggingface实测增长打开来源 ↗

            Transformers 标识符 mradermacher/Clair-3B-health-GGUF

            102Hub 30 天下载量+28 (+37.8 %)
          • 18

            智能体
            活跃

            Vibe-Research: Your Personal Trading Research Agent · A股/美股/港股 的个人投研 Agent：每日复盘、资讯雷达、个股数据、板块中心、我的持仓、研究记录、回测。Vibe-Research 把数据和功能配齐，由你自己的 Agent 驱动投资研究。基于开源的 Codex Harness 打造。

            TypeScript许可证: MIT
            • a-stock
            • ai-agent
            • codex
            • codex-harness
            • dashboard

            github实测增长打开来源 ↗

            2 365GitHub 星标+124 (+5.5 %)
          • 19

            其他
            活跃

            Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.

            Python许可证: Apache-2.0
            • agent
            • ai
            • chatgpt
            • deepseek
            • fine-tuning

            github实测增长打开来源 ↗

            75 576GitHub 星标+387 (+0.51 %)
          • 20

            模型
            活跃

            21 Lessons, Get Started Building with Generative AI

            Jupyter Notebook许可证: MIT
            • ai
            • azure
            • chatgpt
            • dall-e
            • generative-ai

            github实测增长打开来源 ↗

            119 168GitHub 星标+407 (+0.34 %)
          • 21

            其他
            活跃

            Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.

            Python
            • ai4science
            • document-analysis
            • docx
            • extract-data
            • layout-analysis

            github实测增长打开来源 ↗

            79 109GitHub 星标+351 (+0.45 %)
          • 22

            其他
            活跃

            real time face swap and one-click video deepfake with only a single image

            Python许可证: AGPL-3.0
            • ai
            • ai-deep-fake
            • ai-face
            • ai-webcam
            • artificial-intelligence

            github实测增长打开来源 ↗

            96 461GitHub 星标+267 (+0.28 %)
          • 23

            模型
            未知最近提交：暂无数据
            许可证: Apache-2.0
            • gguf
            • text-generation-inference
            • llama2
            • text-to-image
            • TensorBlock

            huggingface实测增长打开来源 ↗

            Transformers 标识符 tensorblock/llama2_tifa_question_generation-GGUF

            85Hub 30 天下载量+15 (+21.4 %)
          • 24

            其他
            活跃

            Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

            Rust许可证: Apache-2.0
            • ai-search
            • ai-search-engine
            • embeddings-similarity
            • hnsw
            • hybrid-search

            github实测增长打开来源 ↗

            34 391GitHub 星标+130 (+0.38 %)

          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

            awesome-llm-apps

            技能
            活跃打开来源 ↗

            100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

            Python许可证: Apache-2.0
            • agents
            • llms
            • python
            • rag
            github

            安装 git clone https://github.com/Shubhamsaboo/awesome-llm-apps ~/.claude/skills/awesome-llm-apps

            资源实测增长
            136 089GitHub 星标+777 (+0.57 %)