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ai-agent-book vs nature-skills

ai-agent-book and nature-skills share 10 technologies: OpenAI, matplotlib, MCP, lxml, pillow, python-pptx, pypdf, python-docx, pdfplumber, and pymupdf. Both are written in Python.

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What they share and what sets them apart

bojieli

ai-agent-book

《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

Python57.2kRead on November 5, 2026, at commit dbc046eWhat is ai-agent-book built with?

Only in ai-agent-book

In common

Yuan1z0825

nature-skills

符合nature论文学术表达和科研绘图的Skill

Python52.4kRead on November 5, 2026, at commit d774addWhat is nature-skills built with?

Only in nature-skills

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
ai-agent-book422,447 lines written1,067 code files
nature-skills57,755 lines written73 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
ai-agent-book20.8% of its commits signed by AIWith Claude Code
nature-skills5.3% of its commits signed by AIWith Claude Code and Codex
ActivityFrom GitHub and its history, on the day SeeRepo read it.
ai-agent-bookLast push October 8, 20261,610 commits57,240 stars
nature-skillsLast push November 4, 2026800 commits52,387 stars
TestsThe files that test the code, and the share of code files a test imports.
ai-agent-book624 test files34.3% of its code files have a test that imports them
nature-skills108 test files24.7% of its code files have a test that imports them

Frequently asked questions

Which is bigger, ai-agent-book or nature-skills?
ai-agent-book, with 422,447 lines written; nature-skills has 57,755.

The proof: bojieli/ai-agent-book's code at commit dbc046e

Which has more GitHub stars, ai-agent-book or nature-skills?
ai-agent-book, with 57,240 stars; nature-skills has 52,387.

The proof: bojieli/ai-agent-book on GitHub

Which has more tests, ai-agent-book or nature-skills?
ai-agent-book, with 624 test files; nature-skills has 108.

The proof: bojieli/ai-agent-book's code at commit dbc046e

Which was updated more recently, ai-agent-book or nature-skills?
nature-skills: its last push was on November 4, 2026, and ai-agent-book's on October 8, 2026.

The proof: Yuan1z0825/nature-skills's commits on GitHub

Which has more commits signed by AI, ai-agent-book or nature-skills?
ai-agent-book: an AI signed 20.8% of its commits, with Claude Code; in nature-skills, 5.3%.

The proof: the commits each tool signed in bojieli/ai-agent-book

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