{
 "schema_version": 1,
 "generated": "2026-10-24",
 "id": "drpwchen-lecture-to-notes--let-claude-code-run-lecture-pipeline",
 "repo": "drpwchen/lecture-to-notes",
 "repo_url": "https://github.com/drpwchen/lecture-to-notes",
 "repo_slug": "drpwchen-lecture-to-notes",
 "title": "Let Claude Code run the whole lecture pipeline",
 "page_title": "How to let Claude Code run the whole lecture pipeline with Lecture to Notes",
 "summary": "Install the repo as a Claude Code skill so the agent drives every stage and writes the final notes.",
 "who": "A researcher who wants polished notes from conference talks without babysitting scripts.",
 "problem": "Running a dozen pipeline stages by hand is tedious.",
 "outcome": "Agent-driven notes where every claim links to a transcript moment and slide.",
 "steps": [
  "Copy the repo tree into ~/.claude/skills/lecture-to-notes/",
  "Set up requirements and config.yaml",
  "Ask Claude Code to process a material folder",
  "Review the audit output for unsupported claims"
 ],
 "agent_prompt": "Using the lecture-to-notes skill, process <folder> into notes and the HTML viewer. Report any claims audit_note.py flagged and confirm each summary point cites a timestamp.",
 "agents": [
  "claude-code"
 ],
 "difficulty": "Advanced",
 "time": "2 hours",
 "basis": "readme",
 "caveat": "Stages 0 to E run standalone, but the final prose synthesis needs an LLM.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "python",
 "requirements": [
  "Python with the requirements files",
  "A GPU for local Whisper transcription",
  "Ollama with minicpm-v:8b for optional slide semantics",
  "An LLM for the final synthesis stage"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/drpwchen-lecture-to-notes/let-claude-code-run-lecture-pipeline/",
 "md": "https://dedupedai.com/use-cases/drpwchen-lecture-to-notes/let-claude-code-run-lecture-pipeline/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 The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong.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/drpwchen-lecture-to-notes--let-claude-code-run-lecture-pipeline.json",
 "api_version": "v1"
}