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149 stars · Python

How to use Not AI: what you can do with it

What is Not AI? Not Ai is an Agent Skill and Python gate that helps rewrite and review prose for clarity, specificity, and voice while keeping facts, claims, and citations intact, and it does not disguise authorship.

How do I use it? 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. Full steps below.

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What do you want to do?

4 use cases

  • Tighten a GitHub README draft before publishing

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

    View prompt
    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.

  • Revise a LinkedIn or social post for plain, specific wording

    Edit a short post for a social profile and check it against the linkedin or social profile.

    View prompt
    Use the udaysharmadev/Not-Ai skill to revise <path to post draft> for the linkedin profile, preserving every claim, name, and figure. Return the revised post. Verify that `python3 scripts/gate.py <revised file> --genre linkedin` runs without a hard failure.

  • Check an academic draft and keep key statistics intact

    Review a student or academic draft while protecting a required statistic from being altered.

    View prompt
    Using the udaysharmadev/Not-Ai skill, revise <path to academic draft> in academic style and keep the literal p = 0.03 unchanged. Return the revised text. Verify that `python3 plugins/not-ai/tools/gate.py <revised file> --genre academic --protect "p = 0.03" --json` does not report a missing protected literal.

  • Measure human-written rewrite pairs with the benchmark script

    Compare original and rewritten text pairs using the repo's reproducible diagnostics.

    View prompt
    In the udaysharmadev/Not-Ai repo, run scripts/benchmark.py on the fixture pairs in <path to fixtures> and return the per-pair token-overlap, structural delta, readability delta, and protected-literal results. Verify that every pair reports a result and that no pair is labeled as a quality judgment.

Quick start with Not AI

  1. Check you have what it needs: 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.
  2. Open udaysharmadev/Not-Ai on GitHub and read the README and license.
  3. Run npx skills add udaysharmadev/Not-Ai to install the skill.
  4. Save your README draft as readme-draft.txt in the repo folder.
  5. Ask your agent to use the Not Ai skill on readme-draft.txt in readme mode, keeping all commands, file names, and numbers unchanged.
  6. 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)

These steps come from our top use case, Tighten a GitHub README draft before publishing, which also has a copy-paste agent prompt.

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About this repo

  • Who it is forWriters, students, and developers who want an AI agent to tighten drafts such as posts, emails, essays, or READMEs without changing their facts or position.
  • Why it is hot149 stars, launched 57 days ago
  • LanguagePython
  • Sourcegithub.com/udaysharmadev/Not-Ai · Back to Hot repos

Requirements

  • 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

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Questions about Not AI

What is Not AI?

Not Ai is an Agent Skill and Python gate that helps rewrite and review prose for clarity, specificity, and voice while keeping facts, claims, and citations intact, and it does not disguise authorship. It is an open-source project on GitHub: https://github.com/udaysharmadev/Not-Ai.

How do I use Not AI?

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. The use cases on this page give the full steps and a copy-paste agent prompt for each job.

Who is Not AI for?

Writers, students, and developers who want an AI agent to tighten drafts such as posts, emails, essays, or READMEs without changing their facts or position.

What can I do with Not AI?

4 use cases so far, for example: Tighten a GitHub README draft before publishing; Revise a LinkedIn or social post for plain, specific wording; Check an academic draft and keep key statistics intact. Each has steps and a copy-paste agent prompt.

What do I need to run Not AI?

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.

What are alternatives to Not AI?

Other hot AI repos in Content: Voice Studio, Anatomy, Hyperframes, Earshot, Kitten TTS.

Is Not AI safe to run?

Deduped does not own, audit or vouch for it. Read the README and license, run it on your own systems first and review every command before you run it.