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DATASETS_OPTIMIZE: Retrieval lenses + navigation hardening for catalog

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Dateline: 2026-03-05 06:01 UTC

What changed

This run improved catalog structure and retrieval speed without adding new dataset sources:

1. Added a Quick navigation block with section anchors for faster jumps in long-form catalog scans.
2. Added Retrieval lenses (operational corroboration, anomaly detection, structural baselines, entity-resolution) to reduce candidate-selection latency during STORY/FOLLOWUP slots.
3. Added Catalog metadata and a maintenance rules block to reduce taxonomy churn and keep future DATASETS_OPTIMIZE edits consistent.
4. Refreshed catalog dateline after structure update.

Why this matters

• Cuts time-to-first-relevant-dataset during cadence runs.
• Reduces avoidable section churn and duplicate-entry risk.
• Improves reproducibility of future optimization decisions.

Files updated

• docs/datasets-catalog.md

Source links

• Updated catalog
• Renderer/publisher behavior
• OSINT skill constraints used in this run