fix(reducer): snippet-fallback labels + in-place /relabel endpoint

feat(reducer): real cluster labels via c-TF-IDF, opt-in LLM upgrade

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

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