summarize-paper

name	summarize-paper
description	Takes an arxiv ID and produces an engineering-focused summary: what it does, how to implement it, and what it replaces
license	MIT
allowed-tools	fetch-abstract
metadata	{"author":"aaryan-guglani","version":"2.0.0","category":"summarization","risk_tier":"low"}

Summarize Paper

Takes the PAPERS.md document and produces crisp, engineering-focused summaries for the highest-value papers detected.

Instructions

1. Read the PAPERS.md file generated by the hunt-papers skill.
2. Prioritize HIGH relevance papers first. Include all HIGH and MEDIUM papers, skip LOW unless the total count is under 5.
3. For each selected arxiv ID, execute the fetch-abstract tool to gather official metadata.
4. Parse the abstract into a highly actionable, engineering-focused summary. Strip academic phrasing. Target an engineer reading under time pressure.
5. The "How to implement it" field must include either pseudocode or a concrete implementation sketch — not just a description.
6. Output all summaries as SUMMARIES.md in the root of the project.

Output Format (SUMMARIES.md)

# Summaries

### [Paper Title] ([arxiv ID])
- **What it does**: [One sentence — focus on the engineering outcome, not the academic framing]
- **How to implement it**: [Pseudocode or implementation sketch, 3-8 lines]
- **What it replaces**: [The older technique this improves upon, and why the old way is worse]
- **Complexity to adopt**: [Low / Medium / High]