read-ken

Transform academic papers into pop-science summaries using a ladder-building narrative approach.

2|Updated May 31, 2026
One-click install
npx skills add https://github.com/kangning-huang/knhuang-research-skills --skill read-ken
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: read-ken
Source: https://github.com/kangning-huang/knhuang-research-skills/tree/main/skills/read-ken
Command: npx skills add https://github.com/kangning-huang/knhuang-research-skills --skill read-ken

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill solves the "jargon barrier" in academic research by transforming dense, complex papers into accessible, ladder-built pop-science summaries that guide readers from basic concepts to deep insights.

Core Features & Use Cases

  • Size-Aware Processing: Automatically selects the optimal reading strategy (Full Read, Strategic Read, or Subagent Swarm) based on document size to prevent context window overflow.
  • Author-Centric Narrative: Researches author trajectories and institutional missions to weave a human story into the scientific findings.
  • Structured Synthesis: Generates a narrative digest using the And-But-Therefore (ABT) framework, ensuring clarity and "So What?" impact.

Quick Start

Use the read-ken skill to generate a pop-science summary of the paper provided in the attached PDF.

Frequently Asked Questions about read-ken

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I summarize academic papers into accessible pop-science narratives?▼

To summarize academic papers into pop-science narratives, this skill applies a ladder-building approach that transforms dense research into clear, structured digests. It uses the And-But-Therefore framework to guide readers from basic concepts to deep insights.

Can I extract text from a research PDF without causing context window overflow?▼

You can extract text from research PDFs without context window overflow using size-aware processing. This feature automatically selects the optimal reading strategy—Full Read, Strategic Read, or Subagent Swarm—based on the document size.

How do I write a literature review that incorporates author stories and research findings?▼

Writing a literature review with author stories requires researching author trajectories and institutional missions. This skill synthesizes those human elements with core scientific findings to generate a cohesive narrative digest.

Does this approach work for rapid knowledge acquisition across diverse research fields?▼

This approach works for rapid knowledge acquisition across diverse research fields by transforming complex papers into accessible summaries. It applies size-aware processing and structured synthesis to handle literature from various scientific domains.

What is the And-But-Therefore framework for science writing?▼

The And-But-Therefore (ABT) framework is a structured synthesis method for science writing that ensures clarity and impact. It organizes pop-science summaries by connecting basic concepts, contrasting findings, and explaining implications.

Do I need WebSearch and Bash to process large scientific documents?▼

You need WebSearch, WebFetch, and Bash-based PDF text extraction to process large scientific documents. These dependencies enable the skill to synthesize author stories and extract core research findings from dense academic papers.