Guide gap analysis of AI/ML research papers through READ, ASK, and CHALLENGE stages.
npx skills add https://github.com/justcyl/my-skills --skill paper-drill
Please help me install this Agent Skill. Skill: paper-drill Source: https://github.com/justcyl/my-skills/tree/main/.skills/archived-skills/paper-drill Command: npx skills add https://github.com/justcyl/my-skills --skill paper-drill
This Skill guides users to deeply understand a research paper by identifying missing details through structured gap analysis and interactive training, transforming passive reading into active, Socratic learning.
Review the full paper and any AI-generated summary, then begin a structured gap analysis to identify missing details.
High-intent search queries and answers about installing and using this skill.
Deep reading an AI/ML research paper uses a modular training workflow spanning MOTIVATION, METHOD, EXPERIMENT, INSIGHT, and CONNECT stages. It guides you through targeted questioning and defense-style practice to uncover hidden assumptions and limitations.
Socratic learning enables defense-style practice by applying targeted questions and read-aloud passages to AI/ML research papers. This interactive training format helps you defend critiques and surface nuanced insights for presentations like a dissertation proposal.
Deep paper reading prepares you for a dissertation proposal by running structured gap analysis to identify missing details in academic research. It actively simulates a defense to help you defend critiques and surface nuanced insights from the full paper.
Interactive paper reading is specifically applied to AI/ML and computer science research papers. It uses a frontmatter-guided workflow with READ, ASK, and CHALLENGE interactions to enable targeted questioning and gap analysis for these technical domains.
To start a structured gap analysis, you need to review the full academic paper and any AI-generated summary. The interactive training workflow then begins the process of identifying missing details through targeted questioning and defense-style prompts.
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