answering-research-questions
Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize
Browse published AI skills maintained by kthorn. Compare skill descriptions and follow each source repository for setup instructions.
Indexed skills
10Repository stars across indexed skills
110Repository forks
10Average repository stars per indexed skill
11Repository stars may repeat across skills from the same repository.
Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize
Check if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data
Introduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversal
Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication
Use parallel subagents for large-scale paper screening and deep dive analysis
Use Unpaywall API to find free full-text versions of paywalled papers
Two-stage paper screening - abstract scoring then deep dive for specific data extraction
PubMed search with keyword optimization, result parsing, and metadata extraction
Safely remove intermediate files from completed research sessions while preserving important data
Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.