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PR1.5: render low-confidence warnings in Markdown#94

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kymuco merged 7 commits into
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feat/pr1.5-low-confidence-markdown-warnings
May 30, 2026
Merged

PR1.5: render low-confidence warnings in Markdown#94
kymuco merged 7 commits into
mainfrom
feat/pr1.5-low-confidence-markdown-warnings

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@kymuco kymuco commented May 30, 2026

Summary

Closes #77.

Makes low-confidence and input-suitability warnings visible in human-readable Markdown artifacts, without changing scoring or JSON payload contracts.

Changed

  • Added shared Markdown warning helpers for confidence/suitability notes.
  • Rendered concise warning blocks in:
    • report.md;
    • single-take practice_plan.md;
    • top-level batch_report.md;
    • top-level batch practice_plan.md.
  • Warnings explain why confidence is lower:
    • analysis confidence level;
    • input suitability status;
    • duration mismatch;
    • start-region issues;
    • limited alignment/voicing/onset evidence.
  • Added action-oriented next-recording guidance:
    • record the same section as the reference;
    • trim obvious silence;
    • use a count-in / clearer first note;
    • reduce leading noise;
    • avoid stops/restarts/unrelated sections.
  • Added unit coverage for one low-confidence Markdown rendering path.

Tests

Not run locally in this environment: repository execution is handled through GitHub connector only here. The patch is reporting-only and adds matching unit coverage for the new low-confidence Markdown section.

@kymuco kymuco merged commit a51e5dd into main May 30, 2026
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@kymuco kymuco mentioned this pull request May 31, 2026
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[PR1.5] Low-confidence warnings in Markdown

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