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Turn an analyst brief - actor, sector, observed TTPs, IOCs - into a structured campaign hypothesis with kill-chain mapping, MITRE techniques, hunting hypotheses, and detection ideas. The model is constrained to your inputs and explicitly flags confidence + caveats. Not an attribution engine - a draft to pressure-test.