{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "luciole-studio-misaka-agent--trace-claims-to-source-pages",
 "repo": "Luciole-Studio/Misaka-Agent",
 "repo_url": "https://github.com/Luciole-Studio/Misaka-Agent",
 "repo_slug": "luciole-studio-misaka-agent",
 "title": "Check each research claim against its source page",
 "page_title": "How to check each research claim against its source page with Misaka Agent",
 "summary": "Audit every finding in a MISAKA conclusion against the file, page and quotation it names.",
 "who": "A researcher who must verify each citation in an argument before submitting it to a journal or supervisor.",
 "problem": "Citations in generated text are often hard to check, so verifying them by hand can take hours.",
 "outcome": "A list of findings, each with its claim type, source file, page and quotation, plus a version history you can review.",
 "steps": [
  "Run `uv tool install \"misaka[providers] @ git+https://github.com/Luciole-Studio/Misaka-Agent.git\"`.",
  "Place your source files in the project folder before the run, so the Sisters can read them. (inferred, check the README)",
  "Run `misaka` and then `/research` with your question, letting the cards and conclusion finish.",
  "Open the card files and conclusion versions in the project folder and compare each cited claim with the file and page it names.",
  "Commit the project in git only after you have reviewed the files, since MISAKA commits only at your request."
 ],
 "agent_prompt": "In the Luciole-Studio/Misaka-Agent project folder <project folder>, open the card and conclusion Markdown files and check that each cited claim matches the file, page and quotation it names. Expected output: a list of citations that match and a list of those that do not. Verify that every finding includes a quotation from its source.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "60 minutes",
 "basis": "readme",
 "caveat": "The README says citations trace to page and character offset but describes that mechanism in a section not included here, so confirm it on your own material before relying on it for publication.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "python",
 "requirements": [
  "uv, git, ripgrep, fd and poppler installed, or the prebuilt release archive for macOS, Linux or Windows",
  "Access to a model provider: an API key, or a ChatGPT or GitHub Copilot subscription",
  "A working folder under Documents, not the root directory"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/luciole-studio-misaka-agent/trace-claims-to-source-pages/",
 "md": "https://dedupedai.com/use-cases/luciole-studio-misaka-agent/trace-claims-to-source-pages/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/luciole-studio-misaka-agent--trace-claims-to-source-pages.json",
 "api_version": "v1"
}