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v0.6.37: Add consensus recommendations - #51

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feature/v0.6.37-consensus-recommendation
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v0.6.37: Add consensus recommendations#51
MVtag wants to merge 1 commit into
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feature/v0.6.37-consensus-recommendation

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@MVtag

@MVtag MVtag commented Sep 6, 2026

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Adds a frontend-only Consensus Recommendation layer on top of the runtime-confirmed v0.6.36 Confidence and Position Robustness evidence.

Each EQ Assistant suggestion receives one combined advisory result:

  • Recommended for High confidence + Robust
  • Seat tune for High confidence + Seat-specific
  • Review for lower confidence, unstable evidence, or missing evidence
  • Guarded whenever an existing Crossover/Null Boost Guard is active

The EQ Assistant summary now includes recommendation counts. The current Passenger/Raw evidence is expected to show 3 Recommended + 1 Guarded while preserving Confidence 97/97/100.

This never changes filter generation, Confidence/Robustness scoring, Guards, On/Off state, Prediction, Apply Preview, Apply/Restore, snapshots, channel EQ, Store, backend APIs, or Goldhorn control. The active panel entrypoint remains kcc-soundlab-panel-0631.js and the v0.6.34 Measurement base remains unchanged.

Validation completed locally:

  • Python syntax
  • JSON parsing
  • all frontend JavaScript syntax
  • frontend cache-key consistency
  • focused recommendation matrix including Passenger/Raw
  • clean diff check

Version bumped to 0.6.37.

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