开发框架与工具

按仍在维护排序：先筛掉近 30 天没有提交的项目，再按热度排。 高 star 但早已停更的项目不会出现在这里。

1. 1
   prompts.chatGitHub开发框架与工具

   f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

   166.6kstar今天有提交HTML
2. 2
   cavemanGitHub开发框架与工具MIT

   🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

   95.0kstar5 天前提交JavaScript
3. 3
   ponytailGitHub开发框架与工具MIT

   Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

   93.3kstar16 天前提交JavaScript
4. 4
   netdataGitHub开发框架与工具GPL-3.0

   The fastest path to AI-powered full stack observability, even for lean teams.

   80.0kstar今天有提交Go
5. 5
   litellmGitHub开发框架与工具

   The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]

   55.2kstar今天有提交Python
6. 6
   streamlitGitHub开发框架与工具Apache-2.0

   Streamlit — A faster way to build and share data apps.

   45.4kstar今天有提交Python
7. 7
   academic-research-skillsGitHub开发框架与工具

   Academic Research Skills for Claude Code: research → write → review → revise → finalize

   40.4kstar今天有提交Python
8. 8
   codebase-memory-mcpGitHub开发框架与工具MIT

   High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

   36.9kstar今天有提交C
9. 9
   prompt-optimizerGitHub开发框架与工具

   An AI prompt optimizer for writing better prompts and getting better AI results.

   32.9kstar5 天前提交TypeScript
10. 10
    humanizerGitHub开发框架与工具MIT

    Agent skill that removes signs of AI-generated writing from text

    32.5kstar10 天前提交Python
11. 11
    langfuseGitHub开发框架与工具

    🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

    32.3kstar今天有提交TypeScript
12. 12
    mlflowGitHub开发框架与工具Apache-2.0

    The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

    27.3kstar今天有提交Python
13. 13
    promptfooGitHub开发框架与工具MIT

    Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

    23.8kstar今天有提交TypeScript
14. 14
    claude-skillsGitHub开发框架与工具MIT

    345 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 330+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.

    23.6kstar14 天前提交Python
15. 15
    opikGitHub开发框架与工具Apache-2.0

    Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

    21.0kstar今天有提交Python
16. 16
    FinGPTGitHub开发框架与工具MIT

    FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

    21.0kstar今天有提交Jupyter Notebook
17. 17
    awesome-production-machine-learningGitHub开发框架与工具MIT

    A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

    20.8kstar今天有提交
18. 18
    taipyGitHub开发框架与工具Apache-2.0

    Turns Data and AI algorithms into production-ready web applications in no time.

    19.3kstar5 天前提交Python
19. 19
    outlinesGitHub开发框架与工具Apache-2.0

    Structured Outputs

    15.5kstar今天有提交Python
20. 20
    mlops-zoomcampGitHub开发框架与工具

    Free MLOps course from DataTalks.Club

    15.0kstar今天有提交Jupyter Notebook
21. 21
    LangGPTGitHub开发框架与工具Apache-2.0

    LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-prompt design 10,000+ ⭐ | Battle-tested by thousands of users worldwide Created by 云中江树

    12.4kstar15 天前提交Jupyter Notebook
22. 22
    awesome-chatgpt-zhGitHub开发框架与工具MIT

    ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀

    11.6kstar28 天前提交Python
23. 23
    wandbGitHub开发框架与工具MIT

    The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

    11.2kstar今天有提交Python
24. 24
    promptflowGitHub开发框架与工具MIT

    Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

    11.2kstar22 天前提交Python
25. 25
    kedroGitHub开发框架与工具Apache-2.0

    Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

    10.9kstar今天有提交Python
26. 26
    phoenixGitHub开发框架与工具

    AI Observability & Evaluation

    10.8kstar今天有提交Python
27. 27
    chatgpt_system_promptGitHub开发框架与工具MIT

    A collection of GPT system prompts and various prompt injection/leaking knowledge.

    10.7kstar4 天前提交HTML
28. 28
    awesome-nanobanana-proGitHub开发框架与工具MIT

    🚀 An awesome list of curated Nano Banana pro prompts and examples. Your go-to resource for mastering prompt engineering and exploring the creative potential of the Nano banana pro(Nano banana 2) AI image model.

    10.2kstar29 天前提交
29. 29
    metaflowGitHub开发框架与工具Apache-2.0

    Build, Manage and Deploy AI/ML Systems

    10.2kstar今天有提交Python
30. 30
    ChatGPT-ShortcutGitHub开发框架与工具MIT

    🚀💪Maximize your efficiency and productivity. The ultimate hub to manage, customize, and share prompts. (English/中文/Español/العربية). 让生产力加倍的 AI 快捷指令。更高效地管理提示词，在分享社区中发现适用于不同场景的灵感。

    8.7kstar10 天前提交TypeScript

另有 20 个项目因近期无提交或缺少数据未列入。