akshayshirsathgscm2026-cell

Prep Librarian — Development agent for Claude Code

Development community

Final stage of the LectureLoop pipeline.

How to install Prep Librarian

Installs to ~/.claude/agents/akshayshirsathgscm2026-cell-lectureloop-prep-librarian.md

Terminal

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.json and glob `

Alternatives in Development

Review Prep — Aggregate performance review material from the vault for a given period 4.6k ★
Recon Ranker — Attack surface ranking agent 4.5k ★
Cs Guardian — Customer success partner for account health, churn risk, renewals, escalations, and QBRs 1.3k ★