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LLM candidate generator behind the validation gate #9

Description

@vnmoorthy

ADR-0001 reserves a slot for LLM-proposed selector candidates that pass through the exact same golden-record validation as synthesized ones. Implement the first generator:

  • optional (OPENAI_API_KEY / ANTHROPIC_API_KEY), invoked only when record-anchored synthesis fails or scores below the acceptance bar
  • prompt = trimmed DOM of one anchored card + the golden record + the field kinds; response = candidate selectors merged into the existing candidate pool
  • hard rule: no candidate reaches a proposal without ≥75% golden agreement + the full Sentinel self-test — the trust boundary does not move

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