supplementary-searchlisted

Stage 4 of the lit review pipeline: search academic sources — general Google Scholar (--scholar), SSRN, NBER, HeinOnline, citation chaining via Semantic Scholar, and forthcoming paper lists from top finance journals. Long research prompts are automatically condensed into 3-5 short queries via Claude Sonnet before searching. Only use this skill when explicitly requested — e.g., the user says "run supplementary search", "supplementary-search", or "/supplementary-search". Do NOT auto-trigger on general literature review or paper search requests.
kennethkhoocy/legal-scholarship-skills · ★ 1 · AI & Automation · score 74

Install: claude install-skill kennethkhoocy/legal-scholarship-skills

# Supplementary Search (Multi-Source) Search additional academic sources for working papers, citation chains, and forthcoming articles that the primary search engines may miss. **Input**: a research query string, optionally seed DOIs for citation chaining **Output**: `<stem>.ris` + `<stem>.json` (same schema as Undermind/Scholar Labs) This is **Stage 4** of a lit review pipeline. Output can be merged with Stages 1-2 (Undermind, Scholar Labs) for dedup and screening. ## Quick Start ```bash # Search all sources python scripts/supplementary_search.py "corporate governance regulation" -o results.json --all # Just SSRN and NBER python scripts/supplementary_search.py "voting rules" -o results.json --ssrn --nber # Citation chaining from prior results python scripts/supplementary_search.py "voting rules" -o results.json \ --citation-chain --seeds-from undermind_results.json --top-seeds 20 # Forthcoming papers with caching python scripts/supplementary_search.py "shareholder activism" -o results.json --forthcoming --cache ``` ## Prerequisites ```bash pip install requests beautifulsoup4 anthropic ``` ## API Keys - `SEARCHAPI_API_KEY` — required for SSRN, HeinOnline, and forthcoming journal searches (uses SearchAPI.io's Google Scholar engine). Get one at searchapi.io. - `ANTHROPIC_API_KEY` — required for query condensation (uses Claude Sonnet). Already needed for other pipeline stages. ## Source Flags | Flag | Source | Method | |------|--------|--------| | `--scholar`