# Phase 116 Summary

Status: implemented on `main`

## Goal

Expose research taste, physical intuition, and surprise-handling guidance
through production code without violating maintainability budgets.

## What Landed

- new helper module:
  `research/knowledge-hub/knowledge_hub/research_taste_support.py`
- new extracted shell/dashboard helper:
  `research/knowledge-hub/knowledge_hub/topic_dashboard_surface_support.py`
- new CLI commands: `record-taste`, `taste-profile`
- runtime/status/bundle exposure for `research_taste`

## Outcome

Phase `116` is complete.
`v1.61` now has a production research-taste surface.
