scholarlabs-searchlisted

Stage 2 of the lit review pipeline: run a Google Scholar Labs deep search from the detailed research question produced by Stage 0, scrape each result's citation (Cite to BibTeX), then parse + enrich into the pipeline schema. The driver signs in to Google with a persistent profile and runs headless via Playwright. Only use this skill when explicitly requested. Do NOT auto-trigger on general literature review or paper search requests.
kennethkhoocy/legal-scholarship-skills · ★ 1 · Data & Documents · score 74

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

# Scholar Labs Search (Stage 2) Takes the **Scholar Labs query** that Stage 0 extracts — a single detailed natural-language research question — and returns the papers Google Scholar Labs surfaces, enriched and saved as `<stem>.json` + `<stem>.bib` for dedup and screening. The stage is two halves: - **`scripts/scholarlabs_search.py`** — a Playwright driver that signs in, submits the question to Scholar Labs, and reads each result's citation via the standard Scholar **Cite → BibTeX** export. - **`scripts/scholarlabs_ingest.py`** — UI-independent parsing + enrichment. It parses the collected BibTeX, fills missing DOIs (Crossref) and abstracts/journals (OpenAlex), and writes the pipeline JSON. Importable, and runnable standalone on any `.bib`/`.ris` file. ## Quick start ```bash # One-time setup: sign in to Google and seed the session (opens a browser). # Complete any 2FA yourself in the window; the session then persists. python scripts/scholarlabs_search.py --login # Driven by the orchestrator (the normal path) python scripts/scholarlabs_search.py --query-file scholarlabs_query.txt \ -o stage2_scholarlabs.json --debug-dir debug_scholarlabs # Standalone, from a question, watching the browser python scripts/scholarlabs_search.py --query "How do dual-class shares affect the cost of equity?" --headed # Ingest an already-collected .bib (no browser) python scripts/scholarlabs_ingest.py --input references.bib -o stage2_scholarlabs.json ``` ## The flow (validated a