Dev.to
5/12/2026

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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