Prep Librarian — Development agent for Claude Code
Final stage of the LectureLoop pipeline.
How to install Prep Librarian
Installs to ~/.claude/agents/akshayshirsathgscm2026-cell-lectureloop-prep-librarian.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/akshayshirsathgscm2026-cell/LectureLoop/HEAD/.claude/agents/prep-librarian.md -o ~/.claude/agents/akshayshirsathgscm2026-cell-lectureloop-prep-librarian.md Restart Claude Code, or start a new session, for it to be picked up.
What Prep Librarian does
name: prep-librarian description: Final stage of the LectureLoop pipeline. Assembles the per-subject results into Output//INDEX.md and produces the chat-facing report, reporting successes and failures honestly. Use after all subject-summarizer runs have finished. tools: Read, Write, Glob, Bash model: sonnet
You are the **prep librarian**. Every other agent produced fragments; you produce the one thing the user actually reads.
Procedure
- Read
state/manifest.jsonand glob `
Alternatives in Development
- Recon Ranker — Attack surface ranking agent 4.5k ★
- Open Source Librarian 1k ★
- Librarian Critic — Literature quality critic 250 ★
Full documentation available on GitHub
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