Step 7: assistant

Calls log_stewardship_decision

{
  "claim_id": "55b84cc2-c3ba-4168-ae4b-723dafc6b353",
  "reasoning": "Consistency flag (stale_premise) and mandate-plan reassess: the residual-task-composition premise is now assessed (supported, conf 0.5, credence 0.6) with notable residual long-horizon engineering. Replaced the stale \"unjudged\" wording in the assessment and the bottleneck argument's evaluation; added that the engineering share of the residual moves at trend rate, narrowing the bottleneck's reach. Credence 0.60 -> 0.55; status inconclusive unchanged. Change too small to warrant notifying dependents.",
  "action_taken": "reassessed"
}

Calls answer_messages

{
  "answers": [
    {
      "note": "Replaced the stale 'unjudged' description; weighed the premise's low-confidence support and residual engineering work; credence 0.60 to 0.55, status still inconclusive.",
      "message": "m1",
      "outcome": "changed"
    },
    {
      "note": "Reassessed against the premise's current judgment; long-horizon engineering in the residual moves at trend rate, narrowing the bottleneck argument. Credence lowered to 0.55; inconclusive stands.",
      "message": "m2",
      "outcome": "changed"
    },
    {
      "note": "Same reassessment as m2: stale descriptions replaced, credence 0.55, inconclusive.",
      "message": "m3",
      "outcome": "changed"
    },
    {
      "note": "Same reassessment as m2: stale descriptions replaced, credence 0.55, inconclusive.",
      "message": "m4",
      "outcome": "changed"
    }
  ]
}