Enhance clustering outputs with structured artifacts

[LeeLupton]

Summary

• add existence checks and logging for clustering inputs and outputs
• emit cluster assignments and aggregated results as structured JSON/CSV artifacts
• support configurable output roots and optional per-cluster directories with summaries

Testing

• python -m compileall document_clusterer/model.py

---

Codex Task