From 782ef1258bac2e405ad5aab833391177557fb35f Mon Sep 17 00:00:00 2001
From: medusa <newton214@gmail.com>
Date: Mon, 30 Jun 2025 08:49:47 +0000
Subject: [PATCH] Update
 tech_docs/llm/Generalized-Instruction-Optimization-Framework.md

---
 ...ized-Instruction-Optimization-Framework.md | 46 +++++++++++++++++++
 1 file changed, 46 insertions(+)

diff --git a/tech_docs/llm/Generalized-Instruction-Optimization-Framework.md b/tech_docs/llm/Generalized-Instruction-Optimization-Framework.md
index b4d7c09..5bc934b 100644
--- a/tech_docs/llm/Generalized-Instruction-Optimization-Framework.md
+++ b/tech_docs/llm/Generalized-Instruction-Optimization-Framework.md
@@ -1,3 +1,49 @@
+## PURPOSE
+-   Define **Core Objective**: State the primary goal or purpose of these instructions.
+-   Explain **Impact**: Briefly describe the significance or benefit of achieving this objective.
+
+---
+
+## INPUTS
+-   **Description**: Briefly outline the types of information or resources these instructions require (e.g., user queries, system data).
+-   **Required Details**: Specify any particular data, files, or specific starting conditions needed.
+
+---
+
+## PREREQUISITES
+-   **Pre-conditions**: List any essential prior knowledge, necessary tools, or required permissions before starting.
+
+---
+
+## PROCEDURE
+-   **Step-by-Step Actions**: Enumerate all actions in a logical, clear, and direct order. Keep each step concise.
+-   **Clarity Aids (Optional)**: Suggest incorporating visuals (e.g., screenshots, diagrams) or concrete examples for complex steps.
+
+---
+
+## OUTCOME
+-   **Desired Result**: Clearly state the intended result of successfully following these instructions.
+-   **Success Criteria**: Where applicable, define how success will be measured (e.g., specific output, completion status, user satisfaction).
+
+---
+
+## VARIATIONS & EXCEPTIONS
+-   **Handling Guidelines**: Provide instructions for managing different scenarios, common exceptions, or minor deviations.
+-   **Escalation Path**: Specify who to contact or what team to involve for issues that cannot be resolved using these guidelines.
+
+---
+
+## EFFICIENCY TIPS
+-   **Optimization Advice**: Offer quick tips for more efficient execution or highlight common pitfalls to avoid.
+
+---
+
+## FEEDBACK & IMPROVEMENT
+-   **Refinement Process**: Suggest methods for gathering feedback and ensuring continuous improvement of the instructions.
+-   **Version Control**: Recommend a system for tracking changes and updates to the document.
+
+---
+
 ## MISSION or GOAL
 - **Define Clear Objective**: Start with a concise statement of the primary goal or purpose of the instructions.