" --limit 20 --year paper-search semanticscholar papers "" --limit 20 --year paper-search semanticscholar papers "" --limit 20 --year paper-search google scholar "" ``` Deduplicate results by title/paper ID. ## 3. Triage For each unique paper found: ``` paper-search semanticscholar details paper skim --lines 2 ``` Categorize as: **highly relevant** / **somewhat relevant** / **not relevant**. ## 4. Deep Analysis For highly relevant papers: ``` paper outline paper read introduction paper read method paper read results paper read conclusion ``` Take structured notes on each paper: problem, method, key results, limitations. ## 5. Citation Graph Exploration For seminal papers, find related work: ``` paper-search semanticscholar citations --limit 20 paper-search semanticscholar references --limit 20 ``` Add any important papers discovered this way back to the triage step. ## 6. Produce Report Organize findings **by theme, not by paper**. Include: - Overview of the field and its evolution - Key methods and approaches (with comparisons) - Main results and findings - Open questions and future directions - Complete reference list with paper IDs and URLs - BibTeX entries for all cited papers (use `paper bibtex ` to generate) ## Guidelines - Aim for breadth first: cover all major approaches before going deep on any one. - Note citation counts and venues to gauge paper impact. - Flag contradictory findings explicitly. - Distinguish between empirical results and theoretical claims.