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the_information_nexus/tech_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.