Prompt Optimization Guide
Comprehensive guide for crafting high-quality prompts that maximize AI understanding and effectiveness. Contains best practices for clarity, context, structure, and tactical approaches to prompt engineering.
When to Apply
Reference these guidelines when:
- •Crafting initial prompts for complex tasks
- •Improving AI response quality and accuracy
- •Training team members on effective AI interaction
- •Iterating on prompts that aren't producing desired results
- •Creating reusable prompt templates
Rule Categories by Priority
| Priority | Category | Impact | Prefix |
|---|---|---|---|
| 1 | Clarity and Precision | CRITICAL | clarity- |
| 2 | Context Provisioning | CRITICAL | context- |
| 3 | Structure and Formatting | HIGH | structure- |
| 4 | Tactical Tips | MEDIUM | tactical- |
| 5 | Examples and Patterns | MEDIUM | example- |
| 6 | Advanced Techniques | HIGH | advanced- |
Quick Reference
1. Clarity and Precision (CRITICAL)
- •
clarity-specific-language- Use precise terminology instead of vague concepts - •
clarity-define-terms- Define technical terms or acronyms - •
clarity-clear-objectives- State specific goals and expectations - •
clarity-avoid-ambiguity- Eliminate vague pronouns and references
2. Context Provisioning (CRITICAL)
- •
context-project-info- Include relevant project background - •
context-current-state- Describe current situation and constraints - •
context-goals-outcomes- Specify desired outcomes and success criteria - •
context-priorities-tradeoffs- Explain important priorities and trade-offs
3. Structure and Formatting (HIGH)
- •
structure-segmentation- Break complex requests into logical sections - •
structure-order-of-info- Present information in logical sequence - •
structure-formatting-visual- Use markdown for readability - •
structure-sequential-steps- Number steps when sequence matters
4. Tactical Tips (MEDIUM)
- •
tactical-role-definition- Assign specific roles to AI - •
tactical-expectation-setting- Explicitly state output format - •
tactical-feedback-loops- Include iteration and refinement cycles - •
tactical-constraints-clarification- Clearly define limitations
5. Examples and Patterns (MEDIUM)
- •
example-good-vs-bad- Compare effective and ineffective approaches - •
example-template-patterns- Provide reusable prompt templates - •
example-industry-specific- Show domain-specific best practices - •
example-error-patterns- Highlight common mistakes to avoid
6. Advanced Techniques (HIGH)
How to Use
Follow the systematic approach outlined in USAGE.md for consistent prompt optimization results.