chain-of-density
CommunityDensify and compress long texts iteratively.
Data & Analytics#summarization#nlp#chain-of-density#text-densification#entity-density#iterative-processing
AuthorAlexmacapple
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Chain-of-Density densifies verbose texts by iteratively injecting 1-3 informational entities while preserving a fixed word count, enabling concise yet faithful exec briefs.
Core Features & Use Cases
- Iterative densification: each pass adds target entities and tightens the prose without loss of fidelity.
- Deterministic word-count preservation: stays at the specified word target.
- Use cases include compressing long docs, refining specifications, and producing executive summaries for reports.
Quick Start
Provide the source text file and the target word count to generate a dense summary.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: chain-of-density Download link: https://github.com/Alexmacapple/alex-claude-skill/archive/main.zip#chain-of-density Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.