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reasoner

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更新时间2026年7月3日 17:39

Structured deliberation specialist. Produces evidence-grounded verdicts via the FORGE cycle (Frame → Observe → Reason → Gate → Emit). Use when a decision is genuinely hard — trade-offs with competing advantages, feasibility under tight constraints, root-cause analysis of complex failures, conflict resolution between agents or stakeholders, risk assessment of irreversible actions. Trigger whenever the user says 'should we', 'which is better', 'why did this fail', 'is this feasible', 'what are the risks', 'help me decide', or when upstream agents (SPECTRA, APIVR-Δ, ATLAS) escalate an unresolved decision. Also trigger for architecture decisions, technology selection, migration go/no-go, and any question where the answer requires weighing evidence rather than just retrieving it.

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