{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "nanako0129-sepia--review-release-notes-venue-rules",
 "repo": "Nanako0129/sepia",
 "repo_url": "https://github.com/Nanako0129/sepia",
 "repo_slug": "nanako0129-sepia",
 "title": "Check release notes and PR replies against venue rules",
 "page_title": "How to check release notes and PR replies against venue rules with Sepia",
 "summary": "Review a professional draft against the rules for its document type before publishing.",
 "who": "A maintainer about to publish release notes, a blog post, or replies to contributors on a pull request.",
 "problem": "Professional drafts pick up filler, marketing inflation, and reflex praise that carry no information.",
 "outcome": "A diagnosis that flags venue mismatches, such as missing user impact or unsupported claims, without rewriting the draft.",
 "steps": [
  "Install the Sepia plugin package or load the skill in an Agent Skills-compatible agent.",
  "Run the review operation on the draft, such as `/sepia-review` in Claude Code.",
  "Check each flag against the domain rule for the document type, such as user impact first for release notes.",
  "Run the refactor operation to fix only the flagged lines.",
  "Confirm that every number and artifact the draft cites still matches its source."
 ],
 "agent_prompt": "Using the sepia repo, run its review operation on <draft file path> as release notes. Expected output: a diagnosis that names each venue mismatch with its line. Verify that every number in the diagnosis matches the source notes.",
 "agents": [
  "any"
 ],
 "difficulty": "Beginner",
 "time": "15 minutes",
 "basis": "readme",
 "caveat": "The professional rules come from the studies digested in the research folder, and the README describes the professional structure finding as drawn from a preprint whose features are LLM-scored.",
 "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": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/nanako0129-sepia/review-release-notes-venue-rules/",
 "md": "https://dedupedai.com/use-cases/nanako0129-sepia/review-release-notes-venue-rules/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--review-release-notes-venue-rules.json",
 "api_version": "v1"
}