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Show friendly pipeline readiness results - #40

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rotatedcoded merged 1 commit into
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feature/friendly-pipeline-result-ux
Jul 14, 2026
Merged

Show friendly pipeline readiness results#40
rotatedcoded merged 1 commit into
developfrom
feature/friendly-pipeline-result-ux

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Improves Create/Update Persona result UX.

  • Classifies needs_more_evidence as a playable safe outcome
  • Shows friendly messaging for persona-ready/statistical-fallback states
  • Keeps runtime-ready messaging for advanced ML ready states
  • Avoids presenting Quick/low-evidence release gate blocks as crashes
  • Preserves strict failure behavior when no playable persona is produced

Validation:

  • python -m pytest tests/test_ui_unified_persona_pipeline.py passed
  • python -m pytest tests/test_runtime_readiness.py passed
  • python -m pytest tests/test_main_ui_elite_recommendation.py passed

@rotatedcoded
rotatedcoded merged commit 5af8e76 into develop Jul 14, 2026
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@rotatedcoded
rotatedcoded deleted the feature/friendly-pipeline-result-ux branch July 14, 2026 04:54
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