paper-read-skill/llms.txt at main · Ayanami0730/paper-read-skill · GitHub

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# AI Reading Skills

> AI Agent prompts for deep reading of papers and blog posts. Auto-routes to type-specific analysis frameworks.

## What this is

A set of structured prompts (Agent Skills) that guide AI coding assistants through rigorous analysis of academic papers and tech blog posts. Supports multiple content types with specialized frameworks for each.

## Install

```
npx skills add Ayanami0730/paper-read-skill -g
```

Or manually copy `skills/` subdirectories to `~/.cursor/skills/`.

## Compatible agents

Cursor, Claude Code, OpenAI Codex, OpenCode

## Skills included

### Paper Analysis
Type-specific analysis for benchmark, methodology, and survey/opinion papers. Features contributor tracing, critical analysis, literature network building, and LaTeX metrics explanation. For papers published in or submitted to top journals (Nature/Science/Cell family), an additional journal-reading layer (journal-nature.md) is overlaid on top of the technical framework: publication strategy (preprint-to-final evolution, paper-family / co-timed companions, author-list institutional composition), Abstract sentence-cluster breakdown, Introduction paragraph-function map, figure design and per-figure screenshot analysis, methodological honesty and reproducibility, impact and dissemination, and top-journal paradigm critique.

### Blog Reading
Type-specific analysis for tech blogs: technical-research, product-launch, industry-opinion, and case-story. Outputs in natural Chinese prose paragraphs (no markdown lists). Features narrative deconstruction, evidence strength assessment, and transferable insight extraction.

## Files

- skills/paper-analysis/SKILL.md: Paper analysis routing logic and shared instructions
- skills/paper-analysis/prompts/benchmark.md: Benchmark paper framework
- skills/paper-analysis/prompts/methodology.md: Methodology paper framework
- skills/paper-analysis/prompts/survey-opinion.md: Survey and opinion paper framework
- skills/paper-analysis/prompts/journal-nature.md: Top-journal (Nature/Science/Cell) overlay framework
- skills/blog-reading/SKILL.md: Blog reading routing logic and shared instructions
- skills/blog-reading/prompts/technical-research.md: Technical research blog framework
- skills/blog-reading/prompts/product-launch.md: Product launch blog framework
- skills/blog-reading/prompts/industry-opinion.md: Industry opinion blog framework
- skills/blog-reading/prompts/case-story.md: Case story blog framework