research-distiller

Extract research frameworks and argumentation structures from academic papers and scholarly materials.

15|2|Updated May 4, 2026
One-click install
npx skills add https://github.com/AppleCG/academic-research-workflow --skill research-distiller-applecg
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research-distiller
Source: https://github.com/AppleCG/academic-research-workflow/tree/main/sub-skills/research-distiller
Command: npx skills add https://github.com/AppleCG/academic-research-workflow --skill research-distiller-applecg

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Reading important papers is easy; systematically remembering and reusing how their authors framed problems, built theories, and defended methods is hard. This Skill distills social science and humanities materials (papers, talks, journal guidelines) into structured, reusable research frameworks stored in a growing compendium, so your methodological knowledge accumulates instead of fading. ## Core Features & Use Cases - Intent-Driven Distillation: Every session starts with a mandatory intent declaration (goal, focus dimensions, material roles), so analysis is tailored rather than templated. - 8-Dimension Analysis Menu: Extract problem framing, theory construction, argumentation logic, methodology justification, literature dialogue, evidence presentation, academic rhetoric, and contribution positioning — selecting only the dimensions your intent requires. - Append-Only Compendium: All outputs are appended to a shared compendium.md with source attribution, conflict labeling as variants, and cross-material comparison summaries. - Use Case: Feed three ASR papers with the intent "extract literature review organization logic" and receive a focused comparison of their literature dialogue strategies, appended to your compendium for future reference. ## Quick Start Tell the assistant to distill the attached paper by declaring your goal, focus dimensions, and the material's role, along with the author name, material type, and discipline.

Frequently Asked Questions about research-distiller

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

FAQPage Schema
How do I extract research frameworks from academic papers?▼

Declare your intent first: state your goal, pick focus dimensions from the 8-dimension menu, and assign each material a role (core, contrast, supplementary, or background). Then provide the paper with metadata like author name, material type, and discipline, and the distilled framework is appended to the compendium.

What dimensions can I analyze when distilling a paper?▼

Eight dimensions are available: problem framing, theory construction, argumentation structure, methodology justification, literature dialogue, evidence presentation, academic rhetoric, and contribution positioning. You select only the dimensions matching your intent, or define custom dimensions.

Can I compare multiple scholars' research strategies in one session?▼

Yes. Assign one material as the core sample and others as contrast samples, then focus on the dimensions you want to compare. Sessions with two or more materials produce a comparison summary identifying shared patterns and divergent variants.

Does this skill work for STEM or engineering papers?▼

No. The 8 dimensions are designed for social sciences and humanities such as sociology, political science, communication, education, management, anthropology, history, and law. STEM-specific structures like control-group experimental design or mathematical derivations are outside its extraction scope.

What happens when new material contradicts existing frameworks?▼

Contradictions are labeled as variants rather than overwriting existing content. The compendium is append-only, every framework keeps source attribution, and updates to derived diagnostic sub-skills require explicit user initiation and pass a coherence check.