{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "nanako0129-sepia--recreate-draft-from-facts-and-intent",
 "repo": "Nanako0129/sepia",
 "repo_url": "https://github.com/Nanako0129/sepia",
 "repo_slug": "nanako0129-sepia",
 "title": "Rebuild a rough draft from its facts and intent",
 "page_title": "How to rebuild a rough draft from its facts and intent with Sepia",
 "summary": "Rewrite a flat draft from its source facts and stated purpose instead of editing it.",
 "who": "A writer or team member whose AI-generated draft is so stiff that editing it line by line would take longer than starting over.",
 "problem": "Line-level edits keep the skeleton of the original draft, including its structure.",
 "outcome": "A full rewrite that keeps the facts and intent of the source and drops the original skeleton.",
 "steps": [
  "Install the Sepia plugin package or load the skill in an Agent Skills-compatible agent.",
  "Collect the source facts and the intent of the piece in one file.",
  "Run the recreate operation, such as `/sepia-recreate` in Claude Code, on that file.",
  "Compare the result against the source facts and fix any mismatch by hand.",
  "Run the review operation on the result as a final check."
 ],
 "agent_prompt": "Using the sepia repo, run its recreate operation on <facts and intent file>. Expected output: a full rewrite that keeps only the facts and intent from the source. Verify that every number and name in the rewrite appears in the source file.",
 "agents": [
  "any"
 ],
 "difficulty": "Beginner",
 "time": "15 minutes",
 "basis": "readme",
 "caveat": "Recreate rewrites from the source facts, so any fact missing from the source file will be missing from the output.",
 "category": "Content",
 "tags": [
  "Content"
 ],
 "lang": "python",
 "requirements": [
  "An Agent Skills-compatible agent, or Claude Code or Codex for the native plugin packaging",
  "The complete sepia plugin package installed, since the README says standalone wrapper installation is unsupported",
  "A draft file or pasted text to review"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.7,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/nanako0129-sepia/recreate-draft-from-facts-and-intent/",
 "md": "https://dedupedai.com/use-cases/nanako0129-sepia/recreate-draft-from-facts-and-intent/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/nanako0129-sepia--recreate-draft-from-facts-and-intent.json",
 "api_version": "v1"
}