chore: reduce CSV preview to 20 rows & add multi-topic sample dataset

feat(web): SKM lens, landing page, and pre-baked demo galaxy

feat(reducer): arq worker for >10k jobs + /status endpoint with error capture

feat(reducer): /embed-reduce pipeline (MiniLM + conditional PCA + PaCMAP + HDBSCAN) and CLI harness