scan-and-framelisted

# scan-and-frame Discovery-mode composite. Runs universe-builder with the operator's filters, ranks the top N by relative strength vs SPY, and frames the whole thing with the current market regime. Optional heavy factor- research pass for factor context. ## When to invoke - Analyst says "what should I look at right now", "find me candidates in X sector", "screen for momentum names" - Weekly / periodic universe scan with regime context - Different from portfolio-review (positions) and stock-one-pager (retail single-name) ## Modes - **Fast** (default): market-regime + universe-builder + relative- strength. Runs on Stocks Starter, ~10-30s depending on universe size. - **Full** (`include_factor_research=True`): also runs factor-research. Heavy — 3-year factor panel over 200-name universe. Use for weekly cadence, not per-run. ## What you get back **Layer 1 JSON** matching [`output-schema.json`](./output-schema.json). Headline: regime, universe count, top-5 RS-ranked candidates, top factor (if factor-research ran). **Layer 2 rendered brief**. See [`references/rendering.md`](./references/rendering.md).