{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "guillaumemeyer-watermarks-remover--clean-ai-marks-from-manuscripts-and-web-copy",
 "repo": "guillaumemeyer/watermarks-remover",
 "repo_url": "https://github.com/guillaumemeyer/watermarks-remover",
 "repo_slug": "guillaumemeyer-watermarks-remover",
 "title": "Clean AI marks from manuscripts and web copy",
 "page_title": "How to clean AI marks from manuscripts and web copy with Watermarks Remover",
 "summary": "Run the text-only skill on your own documents with no service required.",
 "who": "An author or content editor who has drafted manuscripts, docs, or website copy with AI help and wants to remove text-level marks before publishing.",
 "problem": "Invisible Unicode and other text-level marks can remain in drafts that you own and plan to publish.",
 "outcome": "Your text is cleaned by the self-contained skill, which runs its own Layer A scripts without the HTTP service.",
 "steps": [
  "From the repository checkout, run `python3 install_skill.py --skill clean-user-facing-text --target claude-code` (or `--target cursor` for Cursor).",
  "For Cursor projects that adopt this workflow, run `cp integrations/cursor/clean-user-facing-text.mdc /path/to/project/.cursor/rules` with your own project path. (inferred, check the README)",
  "Open the manuscript, documentation, or web copy in your agent session.",
  "Ask the agent to clean the text using the clean-user-facing-text skill.",
  "Review the cleaned file and confirm the wording and meaning are unchanged."
 ],
 "agent_prompt": "Using the clean-user-facing-text skill from the watermarks-remover repo, clean the text in <file path>. Report how many invisible Unicode or exotic space characters were removed, and confirm the visible wording is unchanged.",
 "agents": [
  "claude-code",
  "cursor"
 ],
 "difficulty": "Intermediate",
 "time": "15 minutes",
 "basis": "readme",
 "caveat": "The README scopes this skill to authorized manuscripts, documentation, and web copy, and it does not cover statistical text watermarks handled by the full skill.",
 "category": "Content",
 "tags": [
  "Content"
 ],
 "lang": "python",
 "requirements": [
  "Python 3.10+ to run the installer (stdlib only, no dependencies)",
  "A clone of the watermarks-remover repository",
  "A supported agent host such as Claude Code, Codex, or Cursor",
  "The local service running with make serve for remove-ai-marks"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/guillaumemeyer-watermarks-remover/clean-ai-marks-from-manuscripts-and-web-copy/",
 "md": "https://dedupedai.com/use-cases/guillaumemeyer-watermarks-remover/clean-ai-marks-from-manuscripts-and-web-copy/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/guillaumemeyer-watermarks-remover--clean-ai-marks-from-manuscripts-and-web-copy.json",
 "api_version": "v1"
}