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How to tighten a GitHub README draft before publishing with Not AI

Rewrite a project README for clarity and check it with the README gate profile.

Short answer: Run npx skills add udaysharmadev/Not-Ai to install the skill; then save your README draft as readme-draft.txt in the repo folder; ask your agent to use the Not Ai skill on readme-draft.txt in readme mode, keeping all commands, file names, and numbers unchanged. All steps.

  • Top pick
  • Content
  • Intermediate
  • 30 minutes
  • From the README
  • Claude Code
  • Codex
  • Cursor

Authorization notice. Not AI is dual-use. Only use it on software, sites and systems you own or have explicit permission to test.

Who it is forA developer about to publish a repo who has a rough README and wants it factual, plain, and free of marketing openers.

The problemTechnical docs often read as vague or padded, and the developer needs them clear without changing what the project does.

The outcomeA revised README draft with protected facts kept, plus advisory findings from the readme profile to review by hand.

What you need first

  • A terminal and an agent that supports the skill, such as Claude Code, Codex, or Cursor
  • Python 3 to run the gate script from a local clone of the repo (inferred, the README uses python3 and says the gate is dependency-free)
  • The draft text saved as a plain text file

Steps

  1. Run npx skills add udaysharmadev/Not-Ai to install the skill.
  2. Save your README draft as readme-draft.txt in the repo folder.
  3. Ask your agent to use the Not Ai skill on readme-draft.txt in readme mode, keeping all commands, file names, and numbers unchanged.
  4. Clone the repo with git clone https://github.com/udaysharmadev/Not-Ai and move into the folder so the scripts are available. (inferred, check the README)
  5. Run python3 scripts/gate.py draft.txt --genre readme on the revised text and review any findings.

Prompt for your agent

Using the udaysharmadev/Not-Ai skill, rewrite <path to README draft> in readme mode, keep every command, file path, and number exactly as written, and return the revised file. Verify that the gate command `python3 scripts/gate.py <revised file> --genre readme` completes without a hard failure.

Caveat. The gate only blocks empty output and missing protected literals, so the editorial findings and the factual accuracy of the rewrite still need a human check.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for udaysharmadev/Not-Ai and "Tighten a GitHub README draft before publishing"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

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