nexus-swarm-os

Run baseline installs, tests, and CLI/UI smoke checks, then update PRODUCTS/03_BASELINE.md with results. Use before product work or after significant changes.

Crawl README and doc files to refresh PRODUCTS/02_DOCS_DIGEST.md and PRODUCTS/01_CODEBASE_MAP.md. Use when docs changed, new modules were added, or a proof-of-reading digest is required.

Research the 2025-2026 market landscape (local-first AI, MCP, evidence packs, eval harnesses) and update PRODUCTS/04_LANDSCAPE_2026.md with cited sources. Use when preparing portfolio or differentiation work.

Generate and score a multi-product portfolio (47 ideas with RICE) and choose flagship + companion, updating PRODUCTS/10_PORTFOLIO.md. Use during product discovery phases.

Build the companion product MVP (prefer MCP server or lightweight integration), add tests, demo script, and write PRODUCTS/30_COMPANION.md. Use after flagship scope is set.

Build the flagship product MVP (CLI/API/UI), add tests, demo script, and write PRODUCTS/20_FLAGSHIP.md. Use once a flagship is selected.