Required for LLM features (reformulation, rail narration, belief accounting).
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⬡ LLM ASSIST
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Feature Name
LLM integration requires an API endpoint configuration.
The deterministic compiler components (reformulation, validators, rail seeding,
blueprint export) all work without LLM assistance.
LLM assist is a proposal layer — all proposals must pass the deterministic
validator chain before acceptance.
Integration pattern:
Configure an LLM API endpoint → Propose → Validate via
validateSchemaLock(),
validateTimeHints(),
validatePackFails() →
Repair if FAIL → Accept if PASS