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Implement explainable longitudinal pattern summaries #34

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opened 2026-08-19 01:59:02 +00:00 by timmy · 0 comments
timmy commented 2026-08-19 01:59:02 +00:00
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Parent epic: #6

Outcome

Turn confirmed records into useful, bounded patterns over time.

Acceptance criteria

  • Every summary links to the contributing records/time window.
  • No causal, diagnostic, or food-safety claim is generated.
  • Sparse data and contradictory patterns produce honest insufficient-data copy.

Dependencies

  • None

Required evidence

  • Test or executable receipt attached to the issue/PR
  • Privacy/safety boundary checked where applicable
  • Clean checkout and relevant full suite pass

Delivery

Open a focused branch and PR with Closes #ISSUE. Do not include real medical images in issue comments or Git history.

Parent epic: #6 ## Outcome Turn confirmed records into useful, bounded patterns over time. ## Acceptance criteria - [ ] Every summary links to the contributing records/time window. - [ ] No causal, diagnostic, or food-safety claim is generated. - [ ] Sparse data and contradictory patterns produce honest insufficient-data copy. ## Dependencies - None ## Required evidence - Test or executable receipt attached to the issue/PR - Privacy/safety boundary checked where applicable - Clean checkout and relevant full suite pass ## Delivery Open a focused branch and PR with `Closes #ISSUE`. Do not include real medical images in issue comments or Git history.
timmy added this to the M3 — Private Beta & Longitudinal Value milestone 2026-08-19 01:59:02 +00:00
timmy added the type/featurepriority/P1area/frontendarea/data labels 2026-08-19 01:59:02 +00:00
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Reference: stackchain/timmy-talking-turd#34