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.