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Generate premium-grade controversy outputs for X with clear structure, buyer-safe clarity, and ready-to-publish sections that improve action and conversion.
Use when you need a high-stakes, multi-step output with stronger strategic depth. Best used when working on Tech/AI + 1) AI replacing jobs 2) Remote work debate 3) Should devs use AI coding tools?, and you want an output you can deploy with minimal editing.
| Variable | Description |
|---|---|
{{industry}} | Your industry |
{{controversies}} | Hot topics in your space |
{{stance}} | Your positions on these |
{{risk_tolerance}} | How bold you want to be |
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Section 1 β Diagnosis: Controversy Authority Playbook isolates the highest-impact conversion bottleneck with root-cause confidence tags. Section 2 β Phase Workflow: Phase 1 (stabilize), Phase 2 (optimize), Phase 3 (scale), each with constraints and owner actions. Section 3 β KPI Controls: baseline, threshold, escalation trigger, and contingency response if target is missed. Section 4 β Implementation Checklist: Use when you need a high-stakes, multi-step output with stronger strategic depth. Best used when working on Tech/AI + 1) AI replacing jobs 2) Remote work debate 3) Should devs use AI coding tools?, and you want an output you can deploy with minimal editing. with risk guardrails and decision checkpoints for weekly execution.
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Section 1 β Diagnosis: Controversy Authority Playbook isolates the highest-impact conversion bottleneck with root-cause confidence tags. Section 2 β Phase Workflow: Phase 1 (stabilize), Phase 2 (optimize), Phase 3 (scale), each with constraints and owner actions. Section 3 β KPI Controls: baseline, threshold, escalation trigger, and contingency response if t