undermind-searchlisted

# Undermind Search (Stage 1) Takes the **Undermind brief** that Stage 0 extracts and returns the papers Undermind finds, enriched and saved as `<stem>.json` + `<stem>.bib` for dedup and screening. The stage is two halves: - **`scripts/undermind_search.py`** — a Playwright driver that signs in, drives the Classic search UI, and exports the references (BibTeX by default). - **`scripts/undermind_ingest.py`** — UI-independent parsing + enrichment. It reads the exported `.bib`/`.ris`, fills missing DOIs (Crossref) and abstracts/journals (OpenAlex), and writes the pipeline JSON. Importable, and runnable standalone on any reference file. ## Quick start ```bash # One-time setup: store Undermind credentials and verify sign-in (opens a browser) python scripts/undermind_search.py --login # Driven by the orchestrator (the normal path) python scripts/undermind_search.py --brief-file undermind_brief.txt \ -o stage1_undermind.json --debug-dir debug_undermind # Standalone, from a short query, watching the browser python scripts/undermind_search.py --query "dual-class shares cost of equity" --headed # Ingest an already-exported file (no browser) python scripts/undermind_ingest.py --input references.bib -o stage1_undermind.json ``` ## The flow (validated against the June 2026 UI) `app.undermind.ai` → (auto-login if needed) → sidebar **Classic** → **Search** → type the brief into "I want to find…" → answer Undermind's clarifying questions (a Sonnet subagent by default, Opu