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paper-sense-making

Process scholarly papers into structured cognitive delta JSON with a three-act dialogue flow.

Updated Feb 23, 2026
Search Tags:#education#json#canvas#cognition#paper-reading#sensemaking
One-click install
npx skills add https://github.com/justcyl/my-skills --skill paper-sense-making
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: paper-sense-making
Source: https://github.com/justcyl/my-skills/tree/main/.skills/archived-skills/paper-sense-making
Command: npx skills add https://github.com/justcyl/my-skills --skill paper-sense-making

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes assets (resource) components.

What problem does it solve?

通过三幕对话实现论文意义建构，而非简单理解论文内容。它把阅读结果转化为可视化的认知轨迹 JSON，帮助用户明确自己在阅读过程中的认知变化。

Core Features & Use Cases

  • 三幕对话（理解/冲突/重构）：驱动用户暴露隐性假设，形成明确的认知冲突。
  • 可视化认知轨迹输出：输出 JSON，用于 Canvas 渲染，帮助总结学习进程。
  • 上下游衔接：可将 one_change 展开成 PRD，或转化为可视化材料，支持进一步设计和实现。

Quick Start

将论文全文贴入对话，并提供一个简短的个人简介，系统将引导你完成三幕对话并输出可视化认知轨迹的 JSON。

Frequently Asked Questions about paper-sense-making

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

FAQPage Schema
How do I turn a paper into a structured JSON for cognitive tracking?▼

To turn a paper into a structured JSON for cognitive tracking, paste the full text and a brief personal profile into the dialogue. The system processes the paper through a three-act flow to output a canvas-ready cognitive trajectory JSON.

What is the three-act dialogue process for pedagogy design and paper reading?▼

The three-act dialogue process for paper reading consists of understanding, conflict, and reconstruction phases. It drives users to expose implicit assumptions and form clear cognitive conflicts, producing a structured cognitive delta for pedagogy design.

How do I visualize my learning process after reading a scholarly paper?▼

You can visualize your learning process by inputting the paper text to generate a canvas-ready JSON schema. This output represents your cognitive trajectory and is suitable for downstream visualization and product integration.

Can I use this sensemaking process to generate a PRD from a scholarly paper?▼

Yes, after completing the paper sensemaking process, you can expand the resulting one_change output into a Product Requirements Document (PRD). This supports further design and implementation derived from the paper's insights.

Does this paper reading approach work for EdTech product integration and research?▼

Yes, this approach is specifically applicable in education research, pedagogy design, and EdTech contexts. It outputs a JSON-based representation that integrates directly into downstream visualization and educational product environments.

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