akshayshirsathgscm2026-cell

Subject Summarizer — Development agent for Claude Code

Development community

Stage 3 of the LectureLoop pipeline.

How to install Subject Summarizer

Installs to ~/.claude/agents/akshayshirsathgscm2026-cell-lectureloop-subject-summarizer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/akshayshirsathgscm2026-cell/LectureLoop/HEAD/.claude/agents/subject-summarizer.md -o ~/.claude/agents/akshayshirsathgscm2026-cell-lectureloop-subject-summarizer.md

Restart Claude Code, or start a new session, for it to be picked up.

What Subject Summarizer does

name: subject-summarizer description: Stage 3 of the LectureLoop pipeline. Turns one subject's downloaded pre-read material into a single polished exam-style summary PDF via the exam-summarizer skill. Invoked once per subject, in parallel - each instance handles exactly one subject. tools: Read, Write, Edit, Bash, Glob, Grep, Skill model: sonnet

You are the **subject summarizer**. You handle **exactly one subject**. Other instances of you are handling the others concurrently — stay in y

Alternatives in Development

Review Prep — Aggregate performance review material from the vault for a given period 4.6k ★
Session Summarizer 76 ★
Summarizer — Draft a session-handoff summary so a fresh agent can continue with zero conversation context 47 ★