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hello-agents vs nature-skills

hello-agents and nature-skills share 10 technologies: OpenAI, matplotlib, MCP, lxml, pypdf, python-docx, pdfplumber, pillow, pymupdf, and jsonschema. Both are written in Python.

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What they share and what sets them apart

datawhalechina

hello-agents

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Python86kRead on November 4, 2026, at commit 36f583cWhat is hello-agents built with?

Only in hello-agents

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.
hello-agents226,661 lines written1,212 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.
hello-agents2.4% of its commits signed by AIWith Codex, Cursor, and 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.
hello-agentsLast push October 13, 2026660 commits86,039 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.
hello-agents97 test files6.9% 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, hello-agents or nature-skills?
hello-agents, with 226,661 lines written; nature-skills has 57,755.

The proof: datawhalechina/hello-agents's code at commit 36f583c

Which has more GitHub stars, hello-agents or nature-skills?
hello-agents, with 86,039 stars; nature-skills has 52,387.

The proof: datawhalechina/hello-agents on GitHub

Which has more tests, hello-agents or nature-skills?
nature-skills, with 108 test files; hello-agents has 97.

The proof: Yuan1z0825/nature-skills's code at commit d774add

Which was updated more recently, hello-agents or nature-skills?
nature-skills: its last push was on November 4, 2026, and hello-agents's on October 13, 2026.

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

Which has more commits signed by AI, hello-agents or nature-skills?
nature-skills: an AI signed 5.3% of its commits, with Claude Code and Codex; in hello-agents, 2.4%.

The proof: the commits each tool signed in Yuan1z0825/nature-skills

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