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"Seen N×, action X fixed it M times" surfaced in approval UI before action #51

Description

@CodeBuildder

Context

Before executing a heal, show historical success rate from memory store in the approval UI. Parent: #49.

Acceptance Criteria

  • Approval gate UI shows: 'This fault type seen 5 times; restart_pod resolved it 4 times'
  • Context sourced from memory store query API, not hard-coded
  • If no history exists, UI shows: 'No prior incidents matching this fault pattern'
  • Memory context visible in both human-gate approval modal and auto-approve log

Dependencies

Blocked by: none | Blocks: none

Notes

No model tier. UI reads from memory store query API.

Activity

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