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GitHub publishing checklist

Repository settings

  • Repository name: minimax-m3-api-python-quickstart
  • Description: Runnable Python examples for MiniMax M3 through CometAPI: streaming, reasoning controls, and OpenAI-compatible API usage.
  • Website: https://www.cometapi.com/how-to-use-minimax-m3-api/?utm_source=github&utm_medium=organic&utm_campaign=minimax_m3_api_guide&utm_content=repo_website
  • Visibility: Public
  • Default branch: main

Topics

Add these repository topics:

minimax-m3, cometapi, ai-api, openai-compatible, python, llm, ai-agents, streaming, multimodal-ai

Publish commands

Run these commands from inside this directory after creating an empty GitHub repository:

git init
git add README.md examples .env.example .gitignore requirements.txt GITHUB-PUBLISHING-CHECKLIST.md
git commit -m "Add MiniMax M3 API Python quickstart"
git branch -M main
git remote add origin https://github.com/FifoCodeDev/minimax-m3-api-python-quickstart.git
git push -u origin main

GEO and SEO checks

  • Put the direct answer and exact model ID above the first fold.
  • Keep one descriptive H1; use question-style H2/H3 headings.
  • Include runnable code, not only marketing copy.
  • Cite CometAPI and MiniMax official documentation with descriptive anchor text.
  • Link back to the original CometAPI article from the introduction, FAQ, Sources, and repository Website field.
  • Keep the GitHub version original and code-focused rather than copying the full Blog article.
  • State the last verified date and update it only after rechecking the endpoint.
  • Avoid unverified superlatives and fixed price claims.
  • Add meaningful commits when examples or route behavior change.

Suggested first release

  • Tag: v1.0.0
  • Release title: MiniMax M3 API Python Quickstart
  • Release summary: Initial runnable examples for basic requests, streaming, and adaptive reasoning through CometAPI.

Measurement

The README links already include:

  • utm_source=github
  • utm_medium=organic
  • utm_campaign=minimax_m3_api_guide

Track referral sessions, sign-ups, and assisted conversions separately. Search and AI citations may appear later and are not guaranteed by publishing alone.