Prompt Engineering

  1. Prompt Engineering Workflow
    1. Iterative Development Process
      1. Initial Prompt Ideation
        1. Brainstorming Techniques
          1. Approach Selection Methods
            1. Prototype Creation
              1. Testing Environment Setup
                1. Execution and Analysis
                  1. Performance Evaluation
                    1. Refinement Strategies
                    2. Debugging and Troubleshooting
                      1. Failure Mode Identification
                        1. Common Error Patterns
                          1. Model Refusal Analysis
                            1. Hallucination Detection
                              1. Accuracy Issue Resolution
                                1. Output Quality Assessment
                                  1. Systematic Error Correction
                                  2. Prompt Library Management
                                    1. Version Control Systems
                                      1. Template Creation and Reuse
                                        1. Modular Component Design
                                          1. Documentation Standards
                                            1. Organization Strategies
                                              1. Sharing and Collaboration
                                                1. Maintenance Procedures

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                                              6. Advanced Prompting Strategies

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                                              8. Task-Specific Applications