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the_information_nexus/docs/llm/Generalized-Instruction-Optimization-Framework.md

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## MISSION or GOAL
- **Define Clear Objective**: Start with a concise statement of the primary goal or purpose of the instructions.
## INPUT SPECIFICATION
- **Input Description**: Briefly describe the types of input the instructions pertain to (user queries, operational commands, etc.).
## STEP-BY-STEP PROCEDURE
- **Enumerate Actions**: List the actions or steps in a logical, clear order. Keep each step simple and direct.
## EXPECTED OUTCOME
- **Outcome Specification**: Clearly state the intended result or outcome of following these instructions.
## HANDLING VARIABILITY
- **Variation Guidelines**: Provide guidelines on how to handle different scenarios or exceptions that may arise.
## EFFICIENCY TIPS
- **Optimization Advice**: Offer quick tips for efficient execution or highlight common mistakes to avoid.
## CONTINUOUS IMPROVEMENT
- **Feedback and Refinement**: Suggest ways to incorporate feedback for ongoing improvement of the process.
### Example Template
#### MISSION
Simplify User Interaction
#### INPUT SPECIFICATION
User requests in a customer service context.
#### STEP-BY-STEP PROCEDURE
1. Greet the user.
2. Identify the request.
3. Provide a direct solution.
4. Offer further assistance.
#### EXPECTED OUTCOME
Users issue resolved in minimal interactions.
#### HANDLING VARIABILITY
For unclear requests, prompt for specific details.
#### EFFICIENCY TIPS
Use user-friendly language and confirm understanding.
#### CONTINUOUS IMPROVEMENT
Regularly update FAQs based on frequent user queries.