research-superpowers

Introduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversal

Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize

Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback

Check if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data

Safely remove intermediate files from completed research sessions while preserving important data

Two-stage paper screening - abstract scoring then deep dive for specific data extraction

Use Unpaywall API to find free full-text versions of paywalled papers

PubMed search with keyword optimization, result parsing, and metadata extraction

Use parallel subagents for large-scale paper screening and deep dive analysis

Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication