troupe-standup/wizard-work/ledger/2026-11-03-github-top-python-repos/python-repos-top20.csv

1	rank	name	owner	stars	url	description
2	1	public-apis	public-apis	495850	https://github.com/public-apis/public-apis	A collective list of free APIs
3	2	free-programming-books	EbookFoundation	400821	https://github.com/EbookFoundation/free-programming-books	:books: Freely available programming books
4	3	system-design-primer	donnemartin	376707	https://github.com/donnemartin/system-design-primer	Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
5	5	project-based-learning	practical-tutorials	288939	https://github.com/practical-tutorials/project-based-learning	Curated list of project-based tutorials
6	6	hermes-agent	NousResearch	260246	https://github.com/NousResearch/hermes-agent	The agent that grows with you
7	7	Python	TheAlgorithms	225827	https://github.com/TheAlgorithms/Python	All Algorithms implemented in Python
8	8	yt-dlp	yt-dlp	205006	https://github.com/yt-dlp/yt-dlp	A feature-rich command-line audio/video downloader
9	9	markitdown	microsoft	193733	https://github.com/microsoft/markitdown	Python tool for converting files and office documents to Markdown.
10	10	AutoGPT	Significant-Gravitas	187888	https://github.com/Significant-Gravitas/AutoGPT	AutoGPT is the vision of accessible AI for everyone to use and to build on. Our mission is to provide the tools so that you can focus on what matters.
11	11	skills	anthropics	187099	https://github.com/anthropics/skills	Public repository for Agent Skills
12	12	HelloGitHub	521xueweihan	186641	https://github.com/521xueweihan/HelloGitHub	:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting entry-level open source projects on GitHub.
13	13	transformers	huggingface	168504	https://github.com/huggingface/transformers	🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text vision audio and multimodal models for both inference and training.
14	14	stable-diffusion-webui	AUTOMATIC1111	165236	https://github.com/AUTOMATIC1111/stable-diffusion-webui	Stable Diffusion web UI
15	15	dify	langgenius	160343	https://github.com/langgenius/dify	Build Agentic workflows RAG pipelines with rich AI model and tool support on one collaborative workspace. Deploy on cloud VPC or self-hosted so teams move from prototype to production without rebuilding the stack.
16	16	langflow	langflow-ai	156303	https://github.com/langflow-ai/langflow	Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
17	17	langchain	langchain-ai	148970	https://github.com/langchain-ai/langchain	The agent engineering platform.
18	18	spec-kit	github	146621	https://github.com/github/spec-kit	💫 Toolkit to help you get started with SDD or any other process!
19	19	ComfyUI	Comfy-Org	144869	https://github.com/Comfy-Org/ComfyUI	The most powerful and modular diffusion model GUI api and backend with a graph/nodes interface. The fastest local inference engine in the world.
20	20	ui-ux-pro-max-skill	nextlevelbuilder	144753	https://github.com/nextlevelbuilder/ui-ux-pro-max-skill	An AI skill that provides design intelligence for building professional UI/UX across multiple platforms.