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ledger: top python repos by stars extract artifact (2026-11-05)

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wizard-work/ledger/2026-11-05-top-python-repos.csv
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rank,full_name,description,stars,forks,language,html_url
1,public-apis/public-apis,A collective list of free APIs,496229,55425,Python,https://github.com/public-apis/public-apis
2,EbookFoundation/free-programming-books,:books: Freely available programming books,400901,67175,Python,https://github.com/EbookFoundation/free-programming-books
3,donnemartin/system-design-primer,Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.,376880,59156,Python,https://github.com/donnemartin/system-design-primer
4,vinta/awesome-python,"The definitive list that answers ""I want to do X in Python, which tool should I use?""",332625,29054,Python,https://github.com/vinta/awesome-python
5,practical-tutorials/project-based-learning,Curated list of project-based tutorials,289092,36806,Python,https://github.com/practical-tutorials/project-based-learning
6,NousResearch/hermes-agent,The agent that grows with you,260719,57528,Python,https://github.com/NousResearch/hermes-agent
7,TheAlgorithms/Python,All Algorithms implemented in Python,225890,51271,Python,https://github.com/TheAlgorithms/Python
8,yt-dlp/yt-dlp,A feature-rich command-line audio/video downloader,205383,18036,Python,https://github.com/yt-dlp/yt-dlp
9,microsoft/markitdown,Python tool for converting files and office documents to Markdown.,193963,14572,Python,https://github.com/microsoft/markitdown
10,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.",187908,45903,Python,https://github.com/Significant-Gravitas/AutoGPT
11,anthropics/skills,Public repository for Agent Skills,187573,22130,Python,https://github.com/anthropics/skills
12,521xueweihan/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.",186998,13204,Python,https://github.com/521xueweihan/HelloGitHub
13,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. ",168561,35119,Python,https://github.com/huggingface/transformers
14,AUTOMATIC1111/stable-diffusion-webui,Stable Diffusion web UI,165252,31895,Python,https://github.com/AUTOMATIC1111/stable-diffusion-webui
15,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.",160447,25381,Python,https://github.com/langgenius/dify
16,langflow-ai/langflow,Langflow is a powerful tool for building and deploying AI-powered agents and workflows.,156349,10331,Python,https://github.com/langflow-ai/langflow
17,langchain-ai/langchain,The agent engineering platform.,149069,25073,Python,https://github.com/langchain-ai/langchain
18,github/spec-kit,💫 Toolkit to help you get started with SDD or any other process!,147609,13242,Python,https://github.com/github/spec-kit
19,nextlevelbuilder/ui-ux-pro-max-skill,An AI skill that provides design intelligence for building professional UI/UX across multiple platforms.,145442,15385,Python,https://github.com/nextlevelbuilder/ui-ux-pro-max-skill
20,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.",145140,17267,Python,https://github.com/Comfy-Org/ComfyUI
21,Shubhamsaboo/awesome-llm-apps,"100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.",143936,21177,Python,https://github.com/Shubhamsaboo/awesome-llm-apps
22,Graphify-Labs/graphify,"Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.",142675,13640,Python,https://github.com/Graphify-Labs/graphify
1,public-apis/public-apis,A collective list of free APIs,496274,55428,Python,https://github.com/public-apis/public-apis
2,EbookFoundation/free-programming-books,:books: Freely available programming books,400923,67176,Python,https://github.com/EbookFoundation/free-programming-books
3,donnemartin/system-design-primer,Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.,376904,59158,Python,https://github.com/donnemartin/system-design-primer
4,vinta/awesome-python,"The definitive list that answers ""I want to do X in Python, which tool should I use?""",332661,29052,Python,https://github.com/vinta/awesome-python
5,practical-tutorials/project-based-learning,Curated list of project-based tutorials,289109,36809,Python,https://github.com/practical-tutorials/project-based-learning
6,NousResearch/hermes-agent,The agent that grows with you,260754,57553,Python,https://github.com/NousResearch/hermes-agent
7,TheAlgorithms/Python,All Algorithms implemented in Python,225901,51273,Python,https://github.com/TheAlgorithms/Python
8,yt-dlp/yt-dlp,A feature-rich command-line audio/video downloader,205425,18037,Python,https://github.com/yt-dlp/yt-dlp
9,microsoft/markitdown,Python tool for converting files and office documents to Markdown.,193984,14575,Python,https://github.com/microsoft/markitdown
10,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.",187911,45904,Python,https://github.com/Significant-Gravitas/AutoGPT
11,anthropics/skills,Public repository for Agent Skills,187626,22135,Python,https://github.com/anthropics/skills
12,521xueweihan/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.",187036,13208,Python,https://github.com/521xueweihan/HelloGitHub
13,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. ",168570,35119,Python,https://github.com/huggingface/transformers
14,AUTOMATIC1111/stable-diffusion-webui,Stable Diffusion web UI,165257,31894,Python,https://github.com/AUTOMATIC1111/stable-diffusion-webui
15,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.",160462,25386,Python,https://github.com/langgenius/dify
16,langflow-ai/langflow,Langflow is a powerful tool for building and deploying AI-powered agents and workflows.,156356,10332,Python,https://github.com/langflow-ai/langflow
17,langchain-ai/langchain,The agent engineering platform.,149080,25074,Python,https://github.com/langchain-ai/langchain
18,github/spec-kit,💫 Toolkit to help you get started with SDD or any other process!,147677,13253,Python,https://github.com/github/spec-kit
19,nextlevelbuilder/ui-ux-pro-max-skill,An AI skill that provides design intelligence for building professional UI/UX across multiple platforms.,145520,15390,Python,https://github.com/nextlevelbuilder/ui-ux-pro-max-skill
20,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.",145180,17275,Python,https://github.com/Comfy-Org/ComfyUI
21,Shubhamsaboo/awesome-llm-apps,"100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.",143949,21178,Python,https://github.com/Shubhamsaboo/awesome-llm-apps
22,Graphify-Labs/graphify,"Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.",142748,13650,Python,https://github.com/Graphify-Labs/graphify
23,ytdl-org/youtube-dl,Command-line program to download videos from YouTube.com and other video sites,141460,10679,Python,https://github.com/ytdl-org/youtube-dl
24,harry0703/MoneyPrinterTurbo,利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.,139507,22241,Python,https://github.com/harry0703/MoneyPrinterTurbo
25,TauricResearch/TradingAgents,TradingAgents: Multi-Agents LLM Financial Trading Framework,120724,23076,Python,https://github.com/TauricResearch/TradingAgents
24,harry0703/MoneyPrinterTurbo,利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.,139598,22261,Python,https://github.com/harry0703/MoneyPrinterTurbo
25,TauricResearch/TradingAgents,TradingAgents: Multi-Agents LLM Financial Trading Framework,120754,23076,Python,https://github.com/TauricResearch/TradingAgents
1 rank full_name description stars forks language html_url
2 1 public-apis/public-apis A collective list of free APIs 496229 496274 55425 55428 Python https://github.com/public-apis/public-apis
3 2 EbookFoundation/free-programming-books :books: Freely available programming books 400901 400923 67175 67176 Python https://github.com/EbookFoundation/free-programming-books
4 3 donnemartin/system-design-primer Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards. 376880 376904 59156 59158 Python https://github.com/donnemartin/system-design-primer
5 4 vinta/awesome-python The definitive list that answers "I want to do X in Python, which tool should I use?" 332625 332661 29054 29052 Python https://github.com/vinta/awesome-python
6 5 practical-tutorials/project-based-learning Curated list of project-based tutorials 289092 289109 36806 36809 Python https://github.com/practical-tutorials/project-based-learning
7 6 NousResearch/hermes-agent The agent that grows with you 260719 260754 57528 57553 Python https://github.com/NousResearch/hermes-agent
8 7 TheAlgorithms/Python All Algorithms implemented in Python 225890 225901 51271 51273 Python https://github.com/TheAlgorithms/Python
9 8 yt-dlp/yt-dlp A feature-rich command-line audio/video downloader 205383 205425 18036 18037 Python https://github.com/yt-dlp/yt-dlp
10 9 microsoft/markitdown Python tool for converting files and office documents to Markdown. 193963 193984 14572 14575 Python https://github.com/microsoft/markitdown
11 10 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. 187908 187911 45903 45904 Python https://github.com/Significant-Gravitas/AutoGPT
12 11 anthropics/skills Public repository for Agent Skills 187573 187626 22130 22135 Python https://github.com/anthropics/skills
13 12 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. 186998 187036 13204 13208 Python https://github.com/521xueweihan/HelloGitHub
14 13 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. 168561 168570 35119 Python https://github.com/huggingface/transformers
15 14 AUTOMATIC1111/stable-diffusion-webui Stable Diffusion web UI 165252 165257 31895 31894 Python https://github.com/AUTOMATIC1111/stable-diffusion-webui
16 15 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. 160447 160462 25381 25386 Python https://github.com/langgenius/dify
17 16 langflow-ai/langflow Langflow is a powerful tool for building and deploying AI-powered agents and workflows. 156349 156356 10331 10332 Python https://github.com/langflow-ai/langflow
18 17 langchain-ai/langchain The agent engineering platform. 149069 149080 25073 25074 Python https://github.com/langchain-ai/langchain
19 18 github/spec-kit 💫 Toolkit to help you get started with SDD or any other process! 147609 147677 13242 13253 Python https://github.com/github/spec-kit
20 19 nextlevelbuilder/ui-ux-pro-max-skill An AI skill that provides design intelligence for building professional UI/UX across multiple platforms. 145442 145520 15385 15390 Python https://github.com/nextlevelbuilder/ui-ux-pro-max-skill
21 20 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. 145140 145180 17267 17275 Python https://github.com/Comfy-Org/ComfyUI
22 21 Shubhamsaboo/awesome-llm-apps 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. 143936 143949 21177 21178 Python https://github.com/Shubhamsaboo/awesome-llm-apps
23 22 Graphify-Labs/graphify Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store. 142675 142748 13640 13650 Python https://github.com/Graphify-Labs/graphify
24 23 ytdl-org/youtube-dl Command-line program to download videos from YouTube.com and other video sites 141460 10679 Python https://github.com/ytdl-org/youtube-dl
25 24 harry0703/MoneyPrinterTurbo 利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow. 139507 139598 22241 22261 Python https://github.com/harry0703/MoneyPrinterTurbo
26 25 TauricResearch/TradingAgents TradingAgents: Multi-Agents LLM Financial Trading Framework 120724 120754 23076 Python https://github.com/TauricResearch/TradingAgents
wizard-work/ledger/2026-11-05-top-python-repos.md
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# Top 25 Python repositories by stars
Source: GitHub REST Search API (GET /search/repositories)
Query: language:python&sort=stars&order=desc&per_page=25 (HTTP 200)
Retrieved: 2026-11-05T14:01:55Z (UTC)
Extract: 2026-11-05-top-python-repos-extract.py (Python stdlib only)
Verify: 2026-11-05-top-python-repos-verify.py — re-queried the live API;
exit 0, VERDICT: OK rows=25 names=25 stars_desc=1 growth_ok=1
Schema: rank, full_name, description, stars, forks, language, html_url
| rank | repo | stars | forks | language |
| --- | --- | ---: | ---: | --- |
| 1 | [public-apis/public-apis](https://github.com/public-apis/public-apis) | 496229 | 55425 | Python |
| 2 | [EbookFoundation/free-programming-books](https://github.com/EbookFoundation/free-programming-books) | 400901 | 67175 | Python |
| 3 | [donnemartin/system-design-primer](https://github.com/donnemartin/system-design-primer) | 376880 | 59156 | Python |
| 4 | [vinta/awesome-python](https://github.com/vinta/awesome-python) | 332625 | 29054 | Python |
| 5 | [practical-tutorials/project-based-learning](https://github.com/practical-tutorials/project-based-learning) | 289092 | 36806 | Python |
| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 260719 | 57528 | Python |
| 7 | [TheAlgorithms/Python](https://github.com/TheAlgorithms/Python) | 225890 | 51271 | Python |
| 8 | [yt-dlp/yt-dlp](https://github.com/yt-dlp/yt-dlp) | 205383 | 18036 | Python |
| 9 | [microsoft/markitdown](https://github.com/microsoft/markitdown) | 193963 | 14572 | Python |
| 10 | [Significant-Gravitas/AutoGPT](https://github.com/Significant-Gravitas/AutoGPT) | 187908 | 45903 | Python |
| 11 | [anthropics/skills](https://github.com/anthropics/skills) | 187573 | 22130 | Python |
| 12 | [521xueweihan/HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 186998 | 13204 | Python |
| 13 | [huggingface/transformers](https://github.com/huggingface/transformers) | 168561 | 35119 | Python |
| 14 | [AUTOMATIC1111/stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui) | 165252 | 31895 | Python |
| 15 | [langgenius/dify](https://github.com/langgenius/dify) | 160447 | 25381 | Python |
| 16 | [langflow-ai/langflow](https://github.com/langflow-ai/langflow) | 156349 | 10331 | Python |
| 17 | [langchain-ai/langchain](https://github.com/langchain-ai/langchain) | 149069 | 25073 | Python |
| 18 | [github/spec-kit](https://github.com/github/spec-kit) | 147609 | 13242 | Python |
| 19 | [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | 145442 | 15385 | Python |
| 20 | [Comfy-Org/ComfyUI](https://github.com/Comfy-Org/ComfyUI) | 145140 | 17267 | Python |
| 21 | [Shubhamsaboo/awesome-llm-apps](https://github.com/Shubhamsaboo/awesome-llm-apps) | 143936 | 21177 | Python |
| 22 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | 142675 | 13640 | Python |
| 1 | [public-apis/public-apis](https://github.com/public-apis/public-apis) | 496274 | 55428 | Python |
| 2 | [EbookFoundation/free-programming-books](https://github.com/EbookFoundation/free-programming-books) | 400923 | 67176 | Python |
| 3 | [donnemartin/system-design-primer](https://github.com/donnemartin/system-design-primer) | 376904 | 59158 | Python |
| 4 | [vinta/awesome-python](https://github.com/vinta/awesome-python) | 332661 | 29052 | Python |
| 5 | [practical-tutorials/project-based-learning](https://github.com/practical-tutorials/project-based-learning) | 289109 | 36809 | Python |
| 6 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | 260754 | 57553 | Python |
| 7 | [TheAlgorithms/Python](https://github.com/TheAlgorithms/Python) | 225901 | 51273 | Python |
| 8 | [yt-dlp/yt-dlp](https://github.com/yt-dlp/yt-dlp) | 205425 | 18037 | Python |
| 9 | [microsoft/markitdown](https://github.com/microsoft/markitdown) | 193984 | 14575 | Python |
| 10 | [Significant-Gravitas/AutoGPT](https://github.com/Significant-Gravitas/AutoGPT) | 187911 | 45904 | Python |
| 11 | [anthropics/skills](https://github.com/anthropics/skills) | 187626 | 22135 | Python |
| 12 | [521xueweihan/HelloGitHub](https://github.com/521xueweihan/HelloGitHub) | 187036 | 13208 | Python |
| 13 | [huggingface/transformers](https://github.com/huggingface/transformers) | 168570 | 35119 | Python |
| 14 | [AUTOMATIC1111/stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui) | 165257 | 31894 | Python |
| 15 | [langgenius/dify](https://github.com/langgenius/dify) | 160462 | 25386 | Python |
| 16 | [langflow-ai/langflow](https://github.com/langflow-ai/langflow) | 156356 | 10332 | Python |
| 17 | [langchain-ai/langchain](https://github.com/langchain-ai/langchain) | 149080 | 25074 | Python |
| 18 | [github/spec-kit](https://github.com/github/spec-kit) | 147677 | 13253 | Python |
| 19 | [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | 145520 | 15390 | Python |
| 20 | [Comfy-Org/ComfyUI](https://github.com/Comfy-Org/ComfyUI) | 145180 | 17275 | Python |
| 21 | [Shubhamsaboo/awesome-llm-apps](https://github.com/Shubhamsaboo/awesome-llm-apps) | 143949 | 21178 | Python |
| 22 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | 142748 | 13650 | Python |
| 23 | [ytdl-org/youtube-dl](https://github.com/ytdl-org/youtube-dl) | 141460 | 10679 | Python |
| 24 | [harry0703/MoneyPrinterTurbo](https://github.com/harry0703/MoneyPrinterTurbo) | 139507 | 22241 | Python |
| 25 | [TauricResearch/TradingAgents](https://github.com/TauricResearch/TradingAgents) | 120724 | 23076 | Python |
| 24 | [harry0703/MoneyPrinterTurbo](https://github.com/harry0703/MoneyPrinterTurbo) | 139598 | 22261 | Python |
| 25 | [TauricResearch/TradingAgents](https://github.com/TauricResearch/TradingAgents) | 120754 | 23076 | Python |