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Dev.to
Dev.to
5/12/2026
Production-Ready AI Agent Prompts: Emotion Detection, Escalation, and Manipulation Handling

Production-Ready AI Agent Prompts: Emotion Detection, Escalation, and Manipulation Handling

Original: 555 AI Agent Prompts That Actually Work (Not Generic ChatGPT Stuff)

Short summary

555 production-tested AI agent prompts for real-world edge cases: emotion detection with intensity scoring, escalation logic with GDPR triggers, manipulation pattern detection, and task decomposition. Each template includes structured JSON outputs for agent chaining and downstream processing.

  • Emotion detection, escalation, and manipulation-handling prompts with specific markers and thresholds
  • Structured JSON output formats designed for multi-agent chaining, not free-form text
  • Real production patterns from 2 years of building customer service agents for enterprises

Generated with AI, which can make mistakes.

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