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LLMScaffolding/ReleasedPrompts/LLM Scaffolding/COO Work/Doc prompt eng/Initial Prompt Engineering Session Template.md

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Initial Prompt Engineering Session Template

Version: 1.0 (2025-03-25)

PURPOSE

This template guides the initial session of document prompt engineering to systematically develop an effective prompt structure for any document type.

PREPARATION CHECKLIST

  • Document samples collected (minimum 3 recommended)
  • Target outcome defined
  • Stakeholder requirements documented
  • Domain expertise identified/secured
  • Technical constraints acknowledged

SESSION STRUCTURE

1. DOCUMENT ANALYSIS

[DOCUMENT TYPE]: 
[PRIMARY PURPOSE]:
[TARGET AUDIENCE]:
[CRITICAL COMPONENTS]:
[DOMAIN-SPECIFIC TERMINOLOGY]:
[STRUCTURAL PATTERNS]:
[PAIN POINTS IN CURRENT PROCESS]:

2. PROMPT OBJECTIVES

[PRIMARY OBJECTIVE]:
[SECONDARY OBJECTIVES]:
[SUCCESS CRITERIA]:
[FAILURE MODES TO AVOID]:

3. PROMPT ARCHITECTURE

3.1 Context Provision

[ESSENTIAL BACKGROUND]:
[DOMAIN KNOWLEDGE REQUIREMENTS]:
[REGULATORY/COMPLIANCE ELEMENTS]:

3.2 Instruction Components

[CORE INSTRUCTIONS]:
[SUPPLEMENTARY GUIDELINES]:
[GUARDRAILS AND CONSTRAINTS]:

3.3 Format Specification

[REQUIRED SECTIONS]:
[STRUCTURAL REQUIREMENTS]:
[STYLISTIC GUIDELINES]:

3.4 Examples Block

[INPUT EXAMPLE 1]:
[EXPECTED OUTPUT 1]:

[INPUT EXAMPLE 2]:
[EXPECTED OUTPUT 2]:

4. QUESTION SEQUENCE FOR CLAUDE

Use the Exploratory Interview Guide artifact for structured questioning hierarchy. Document each question and answer from Claude.

Q1: [First high-level question]
A1: [Claude's response]

Q2: [Follow-up based on response]
A2: [Claude's response]

[CONTINUE SEQUENCE]

5. INITIAL PROMPT DRAFT

[FULL PROMPT TEXT]:

6. PRELIMINARY TESTING NOTES

[TEST SCENARIO 1]:
[OUTCOME]:
[OBSERVATIONS]:

[TEST SCENARIO 2]:
[OUTCOME]:
[OBSERVATIONS]:

7. NEXT STEPS

  • Schedule prompt review session
  • Identify subject matter experts for review
  • Plan A/B testing methodology
  • Update continuity document with session outcomes

NOTES

  • Use extended thinking mode for complex document analysis
  • Maintain consistent terminology (reference Terminology Bank artifact)
  • Document all assumptions made during the session
  • Flag any areas requiring additional research

Cross-reference with: Artifact Structure Guide, Exploratory Interview Guide, Terminology Bank