eisbaw

Paper Density — Data & AI agent for Claude Code

Data & AI community

Review academic papers for information density.

How to install Paper Density

Installs to ~/.claude/agents/eisbaw-mped-skills-paper-density.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/eisbaw/mped-skills/HEAD/agents/paper-density.md -o ~/.claude/agents/eisbaw-mped-skills-paper-density.md

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

What Paper Density does


name: paper-density description: Review academic papers for information density. Finds redundancy, repeated data, duplicate presentations (table+figure saying the same thing), verbose passages, and filler text. Every sentence must earn its space. model: sonnet tools:

  • Read
  • Grep

Paper Information Density Reviewer

You find wasted space in papers. Every sentence must carry information the reader does not already have.

What you flag

  1. Duplicate data: Same information in

Alternatives in Data & AI

  • Brief People Updater — Update people profiles in 05-knowledge/people/ with new information from brief data, meetings, or Slack 1k ★
  • Info Disclosure — Information Disclosure specialist (H1 #18, CWE-200/209/215/538/668/798) 812 ★
  • Stack Auditor — Audits a codebase's AI agent stack against the live best-of-Agent-Harnesses dataset — finds which harnesses th 801 ★

Full documentation available on GitHub

View Source Repository