{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "udaysharmadev-not-ai--check-academic-draft-protected-figures",
 "repo": "udaysharmadev/Not-Ai",
 "repo_url": "https://github.com/udaysharmadev/Not-Ai",
 "repo_slug": "udaysharmadev-not-ai",
 "title": "Check an academic draft and keep key statistics intact",
 "page_title": "How to check an academic draft and keep key statistics intact with Not AI",
 "summary": "Review a student or academic draft while protecting a required statistic from being altered.",
 "who": "A student or researcher preparing a paper or report who needs the prose improved without changing a reported result.",
 "problem": "Edits can accidentally change a p-value or other exact literal, and the writer needs a check that catches it.",
 "outcome": "A revised draft plus a JSON gate report that fails if the protected literal is missing.",
 "steps": [
  "Run `npx skills add udaysharmadev/Not-Ai` to install the skill.",
  "Save the draft as draft.txt and note each exact literal that must stay, such as p = 0.03.",
  "Ask your agent to revise draft.txt in academic style without changing any protected literal.",
  "Clone the repo and move into its folder. (inferred, check the README)",
  "Run `python3 plugins/not-ai/tools/gate.py draft.txt --genre academic --protect \"p = 0.03\" --json` and check the output."
 ],
 "agent_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.",
 "agents": [
  "claude-code",
  "codex",
  "cursor"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The gate does not claim factual fidelity or semantic equivalence, so the writer must confirm that every claim and citation still matches the sources.",
 "category": "Content",
 "tags": [
  "Content"
 ],
 "lang": "python",
 "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"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/udaysharmadev-not-ai/check-academic-draft-protected-figures/",
 "md": "https://dedupedai.com/use-cases/udaysharmadev-not-ai/check-academic-draft-protected-figures/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/udaysharmadev-not-ai--check-academic-draft-protected-figures.json",
 "api_version": "v1"
}