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Design a bounded policy-update loop from critic findings #14

@MichaelSchmidle

Description

@MichaelSchmidle

Migrated from legacy Fizzy card #79 after Memrok work moved to GitHub Issues + milestones.

Goal

Design a bounded policy-update loop for Memrok from critic findings.

Principle

  • critic outputs become recommendations, not immediate engine changes
  • aggregation produces candidate updates to weights, caps, gates, and prompts
  • human-approved changes land first; bounded self-tuning can come later

Needs

  • clear separation between observation, recommendation, and application
  • audit log and rollback for any future automatic parameter tuning
  • distinction between global defaults and user-local adaptation

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