---
phase: 116-research-taste-runtime-and-cli-surface
plan: 01
type: execute
wave: 1
depends_on:
  - 115-research-taste-contract
files_modified:
  - research/knowledge-hub/knowledge_hub/research_taste_support.py
  - research/knowledge-hub/knowledge_hub/topic_dashboard_surface_support.py
  - research/knowledge-hub/knowledge_hub/topic_shell_support.py
  - research/knowledge-hub/knowledge_hub/runtime_bundle_support.py
  - research/knowledge-hub/knowledge_hub/aitp_service.py
  - research/knowledge-hub/knowledge_hub/aitp_cli.py
  - research/knowledge-hub/runtime/schemas/progressive-disclosure-runtime-bundle.schema.json
autonomous: true
requirements:
  - REQ-TASTE-01
  - REQ-TASTE-02
  - REQ-TASTE-03
---

<objective>
Ship the durable research-taste artifact plus runtime/service/CLI access paths.
</objective>
