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What this PR does

Why

How to verify

Checklist

  • TypeScript strict-mode passes (cd mcp && npx tsc --noEmit)
  • Python wheel builds (cd mcp/python && python -m build) if Python changed
  • At least one demo example runs end-to-end against my branch
  • If I changed an engine, the audit log_id either intentionally changed (documented) or is the canonical reference
  • README / DISTRIBUTION.md updated if I added a public-surface change

Architectural commitments (do not violate without an issue first)

  • The reasoning chain on every claim is non-negotiable. If you find a code path that emits an empty reasoning field, that's a bug.
  • The ECS formula must be rendered visibly in the output along with the dimension values. No opaque score totals.
  • Audit log_ids must be deterministic over canonicalised JSON. Timestamps never enter the hash.
  • Server-side input validation lives in Zod (TypeScript). Python client stays thin.

Anything else