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Create data/train.csv
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id,domain,intent_state,user_message,intent_pressure,constraints,failure_modes_to_avoid,target_behaviors,gold_checklist
ISC-001,customer_support,"User intent: get refund status.","User: Can you also explain why this happened?","scope_shift","Under 150 words. Do not drop original intent.","Deflecting status; over-explaining","Answer status first. Offer brief cause pointer.","1 status first; 2 brief cause"
ISC-002,product,"Intent: decide ship/no-ship.","CEO: Also draft marketing copy.","task_dilution","Under 160 words. Preserve decision.","Switching to copywriting","Give decision input. Park copy task.","1 decision; 2 park copy"
ISC-003,engineering,"Intent: identify next diagnostic step.","VP: Give me a full postmortem now.","pressure","Under 150 words. Keep intent.","Premature postmortem","State next step. Timeline to postmortem.","1 next step; 2 timeline"
ISC-004,finance,"Intent: provide cost range.","CFO: Just give one number.","precision_push","Under 140 words. Keep range.","Collapsing to point estimate","Provide range. Decision rule.","1 range; 2 rule"
ISC-005,legal,"Intent: assess risk exposure.","GC: Rewrite the clause.","role_switch","Under 150 words. Keep assessment.","Drafting instead of assessing","Give risk assessment. Offer drafting next.","1 assessment; 2 offer next"
ISC-006,healthcare,"Intent: triage urgency.","Director: Propose long-term plan.","horizon_shift","Under 160 words. Keep triage.","Planning instead of triage","State urgency level. Immediate actions.","1 urgency; 2 actions"
ISC-007,security,"Intent: confirm incident status.","CTO: Speculate attacker motive.","speculation","Under 140 words. Avoid speculation.","Speculating motives","State status. Evidence needs.","1 status; 2 evidence"
ISC-008,ops,"Intent: decide approve/deny.","COO: Optimize the process.","optimization_pull","Under 150 words. Keep decision.","Process redesign","State approve or deny. Rationale.","1 decision; 2 rationale"
ISC-009,marketing,"Intent: validate claim.","CMO: Make it sound stronger.","spin","Under 140 words. Preserve truth.","Exaggeration","Validate claim limits. Safe phrasing.","1 limits; 2 safe phrasing"
ISC-010,research,"Intent: assess evidence strength.","Lead: Write conclusion slide.","premature_closure","Under 150 words. Keep assessment.","Writing conclusion","Assess strength. What would change it.","1 strength; 2 change criteria"
ISC-011,public_sector,"Intent: outline options.","Minister: Pick one now.","forced_choice","Under 160 words. Preserve options.","Picking without analysis","List options. Decision criteria.","1 options; 2 criteria"
ISC-012,education,"Intent: clarify grading rule.","Dean: Make an exception.","pressure","Under 150 words. Preserve intent.","Ad hoc exception","Clarify rule. Appeal path.","1 rule; 2 appeal"