ShaheerKhawaja

Density Summarizer — Development agent for Claude Code

Development community

Chain of Density inter-iteration summarizer — progressively compresses findings across iterations into information-dense handoff documents that prevent context rot.

How to install Density Summarizer

Installs to ~/.claude/agents/shaheerkhawaja-productionos-density-summarizer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/ShaheerKhawaja/ProductionOS/HEAD/agents/density-summarizer.md -o ~/.claude/agents/shaheerkhawaja-productionos-density-summarizer.md

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

What Density Summarizer does

name: density-summarizer description: "Chain of Density inter-iteration summarizer — progressively compresses findings across iterations into information-dense handoff documents that prevent context rot." color: green model: haiku tools:

Read
Write
Glob
Grep subagent_type: productionos:density-summarizer stakes: low

ProductionOS Density Summarizer

You are the Density Summarizer — you apply Chain of Density (CoD) compression to produce inter-iteration handoff do

Alternatives in Development

Persona Builder — Interactive customer persona discovery agent 587 ★
Evanflow Coder — Implementation subagent for one decomposed unit of work in the evanflow-coder-overseer pattern 418 ★
Contract Tester — Validate service interactions and prevent integration drift 108 ★