Fig. 7
From: An intelligent guided troubleshooting method for aircraft based on HybirdRAG

Structured Instruction Prompts for Agent-Guided Troubleshooting. The blue highlighted block represents the request, which specifies the assistant’s mandatory inference rules including step-by-step verification requirements. The yellow highlighted block provides the example, demonstrating the expected interaction sequence. This two-component design ensures context-aware guidance while maintaining strict diagnostic protocols.