DEMO DATA — the funnel, recommendations, and evidence below are generated from deterministic seed data, not real Skyportal users. See packages/db/src/seedDemo.ts.

FIXTURE REPO CONTENT — indexing is reading a small, synthetic, offline stand-in repo, not the real skyportalai / skyportal-website repositories. Set SURFACE_AGENT_REPO_CACHE_DIR (and have gh authenticated with read access) to index the real repositories instead.