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Stars-Shen/Paper-insight-skill

A toolbox for structured literature reading and research inspiration: paper summarization, innovation judgment, related work drafting, idea incubation, paper-to-project transfer, and reproducibility checks. A Codex / Claude Skill for paper reading, research topic selection, and related work writing—not just to distill papers, but to help assess innovations, connect related work, and turn limitations into verifiable research directions.

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paper-insight

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Stars-Shen/Paper-insight-skill

Skill Codex

Structured scholarly paper reading and research ideation. Use when Codex needs to read or summarize papers/PDFs, judge innovations, score paper quality and reading priority, compare related work, draft related work sections, expand a literature map with backward/forward citation chaining, identify limitations…

not rated 69 +5 4mo ago A 108 tokens original MIT