{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "michael-jiahao-zhang-game-the-llm-reviewer--run-after-another-writing-skill",
 "repo": "Michael-Jiahao-Zhang/game-the-llm-reviewer",
 "repo_url": "https://github.com/Michael-Jiahao-Zhang/game-the-llm-reviewer",
 "repo_slug": "michael-jiahao-zhang-game-the-llm-reviewer",
 "title": "Add this as the last pass after another writing skill",
 "page_title": "How to add this as the last pass after another writing skill with Game the LLM Reviewer",
 "summary": "Chain the skill after a drafting tool, reusing an existing claim-evidence map.",
 "who": "A researcher who drafted or polished a paper with another writing skill or pipeline and needs a final check.",
 "problem": "Earlier writing tools can change the prose, and the author needs a final pass that does not rewrite for style alone.",
 "outcome": "A final manuscript where only small wording changes were made, checked against the existing claim-evidence map and logged in a change note.",
 "steps": [
  "Install the skill with `npx skills add Michael-Jiahao-Zhang/game-the-llm-reviewer --skill game-the-llm-reviewer`.",
  "Finish the draft and any ordinary polishing with your current writing tool first.",
  "Attach your claim-evidence map and the manuscript to the agent.",
  "Use the chained prompt from the README and ask for a revised copy and change note.",
  "Check that the change note shows no changes to claims, evidence, or scientific assessment."
 ],
 "agent_prompt": "The draft in <path to manuscript> is already polished. Use the game-the-llm-reviewer skill from Michael-Jiahao-Zhang/game-the-llm-reviewer as the final pass, reusing the attached claim-evidence map at <path to map>. Keep the meaning and scientific assessment unchanged, skip style-only rewrites, and return a revised copy and change note. Verify that every claim in the map still matches the revised text.",
 "agents": [
  "claude-code",
  "codex",
  "cursor"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The README places this skill last in the workflow, so it should run only after drafting and polishing are complete.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "",
 "requirements": [
  "A finished manuscript the agent can read and write, such as a LaTeX project",
  "Git to clone the repository, or Node.js to run the Skills CLI installer",
  "A file-capable agent that supports Agent Skills, such as Claude Code or Codex"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.7,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/michael-jiahao-zhang-game-the-llm-reviewer/run-after-another-writing-skill/",
 "md": "https://dedupedai.com/use-cases/michael-jiahao-zhang-game-the-llm-reviewer/run-after-another-writing-skill/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/michael-jiahao-zhang-game-the-llm-reviewer--run-after-another-writing-skill.json",
 "api_version": "v1"
}
