{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "realmyang-mlview--review-diagram-claims-one-by-one",
 "repo": "realmyang/MLView",
 "repo_url": "https://github.com/realmyang/MLView",
 "repo_slug": "realmyang-mlview",
 "title": "Check each diagram claim against its cited lines",
 "page_title": "How to check each diagram claim against its cited lines with ML View",
 "summary": "Walk inferred and unresolved claims in the diagram and open their cited source beside it.",
 "who": "A reviewer who must confirm an AI-drawn workflow before trusting it in a design review or code change.",
 "problem": "An assistant-written diagram can contain inferred or unresolved claims that look as solid as observed ones.",
 "outcome": "You have stepped through the flagged claims, seen their quotes and decided which ones the source supports.",
 "steps": [
  "Open the published `*.mlview.json` diagram in VS Code.",
  "Press `r` (or choose Review) to start the review walk, which begins on inferred and unresolved claims.",
  "Use `j` and `k` (or the arrow keys) to move between claims, and `[` and `]` to change quote.",
  "Press Enter to open the cited lines beside the diagram, and Escape to end the walk.",
  "Use Challenge this claim in the Selection tab for any claim you doubt, then paste the prompt into the same assistant."
 ],
 "agent_prompt": "In the repo <target-project>, open the MLView diagram <diagram-file>.mlview.json and list each inferred or unresolved claim with its cited file and line range. Expect a short review list. Verify that every listed quote points to a file that is marked unchanged.",
 "agents": [
  "codex",
  "claude-code"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "A matching quote only shows that the cited lines are unchanged since publishing; whether they support the claim is for the reviewer to judge.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "python",
 "requirements": [
  "Python 3.10+",
  "Node 20.18.1+",
  "VS Code",
  "A supported assistant: GitHub Copilot, Codex or Claude Code",
  "A target ML project to open in VS Code"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/realmyang-mlview/review-diagram-claims-one-by-one/",
 "md": "https://dedupedai.com/use-cases/realmyang-mlview/review-diagram-claims-one-by-one/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/realmyang-mlview--review-diagram-claims-one-by-one.json",
 "api_version": "v1"
}