Leaderboard/Research/deep-reading-analyst-skill
Last commit on November 4, 2025·Created on November 2, 2025

ginobefun/deep-reading-analyst-skill

Applies a dozen thinking models to a single article.
Combined rank
#591
across all skills
In Research
#29
category rank
Stars
348
+0.6% in last 7d
Forks
47
0.0% in last 7d
Watchers
2
0.0% in last 7d
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TL;DR

Deep Reading Analyst guides readers through a systematic analysis of articles, papers, and long-form content using more than ten thinking frameworks. Instead of passive reading, the user selects a goal—learning, problem-solving, decision-making, or writing—and a depth level, then works through frameworks like SCQA, inversion, mental models, and systems thinking to uncover structure, evaluate arguments, and generate actionable outputs. It is designed for knowledge workers, researchers, students, and strategists who need their reading to produce more than highlights.

WHO IT'S FOR
Knowledge Workers
analyze articles and extract insights
Students and Lifelong Learners
create study notes and learning summaries
Writers and Content Creators
extract key arguments and evidence for writing
Decision-Makers and Strategists
evaluate options and assess risks
Repository contents

1 skill file

Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.

Use this skill

Follow the documented setup, then try a first task.

I’m using

Import into Claude Desktop

Installs: deep-reading-analyst.skill bundle · Claude Desktop

Before you start
  • Claude Desktop App
  • Claude Pro subscription is recommended, but not required

Platform: Claude Desktop App

  1. Download the author-provided `deep-reading-analyst.skill` file from the repository link.

  2. In Claude Desktop, open the profile menu, select Settings → Skills, click "Import Skill," and select the downloaded `.skill` file.

README_CN.md · Checked Sep 18, 2026README.md · Checked Sep 18, 2026

Give it something to do.

Suggested first task

Quickly summarize an article's core points

Uses deep-reading-analyst

  • Article content or an article link replacing `[paste the article content or article link here]`
Use the deep-reading-analyst skill in Level 1 quick mode to give me a structured summary of this article's core points: [paste the article content or article link here].
README_CN.md · Checked Sep 18, 2026src/deep-reading-analyst/SKILL.md · Checked Sep 18, 2026README.md · Checked Sep 18, 2026
Suggested first task

Critically review a research paper

Uses deep-reading-analyst

  • Research-paper content replacing `[paste the paper content here]`
Use the deep-reading-analyst skill to critically analyze this research paper: [paste the paper content here]. Focus on argument rigor, evidence sufficiency, and logical flaws.
README_CN.md · Checked Sep 18, 2026src/deep-reading-analyst/SKILL.md · Checked Sep 18, 2026README.md · Checked Sep 18, 2026
Suggested first task

Turn article insights into an action plan

Uses deep-reading-analyst

  • Article content replacing `[paste the article content here]`
  • Relevant details about your work or application context
Use the deep-reading-analyst skill to analyze this article: [paste the article content here]. Extract the three most valuable methods, design a concrete plan for applying them in my work, and list likely obstacles with possible solutions.
README_CN.md · Checked Sep 18, 2026src/deep-reading-analyst/SKILL.md · Checked Sep 18, 2026