AI Prompt Optimizer Cheat Sheet

🎯 AI Prompt Optimizer Cheat Sheet

Master the art of prompt engineering with these 6 powerful frameworks. Transform vague requests into precise, actionable prompts that deliver exceptional AI results.

1. CLEAR Framework

The CLEAR framework ensures your prompts are Concise, Logical, Explicit, Adaptive, and Reflective. Perfect for general-purpose prompting across all AI models and use cases.

UNIVERSAL BEGINNER-FRIENDLY

Framework Components:

C - Concise: Be direct and eliminate unnecessary words.
L - Logical: Structure your request in a logical order.
E - Explicit: State exactly what you want.
A - Adaptive: Include flexibility for optimization.
R - Reflective: Ask the AI to explain its reasoning.

Before & After Example:

Blog Post Request
❌ Before
Write something about productivity.
Too vague, no direction.
✅ After
Write a 500-word blog post about morning routines for professionals aged 30-45. Include 3 actionable tips with examples. Use conversational tone.
Specific and structured.

Best For:

  • General-purpose prompting
  • Content creation
  • Quick improvements

2. RISEN Framework

RISEN (Role, Instructions, Steps, End goal, Narrowing) is perfect for complex, multi-step tasks requiring detailed guidance.

TECHNICAL STRUCTURED

Framework Components:

R - Role: Assign a specific role or persona.
I - Instructions: Provide clear, actionable instructions.
S - Steps: Break down into logical steps.
E - End goal: State the desired outcome.
N - Narrowing: Add constraints and requirements.

Best For:

  • Technical documentation
  • Data analysis
  • Step-by-step processes

3. CREATE Framework

CREATE (Character, Request, Examples, Adjustments, Type, Extras) is ideal for creative content generation and marketing materials.

CREATIVE MARKETING

Framework Components:

C - Character: Define the persona or voice.
R - Request: State what you want created.
E - Examples: Provide style examples.
A - Adjustments: Specify unique requirements.
T - Type of output: Define the format.
E - Extras: Add additional requirements.

Best For:

  • Marketing copy
  • Brand storytelling
  • Social media content

4. RTF Framework

The simplest yet highly effective framework. RTF focuses on Role, Task, and Format.

SIMPLE FAST

Framework Components:

R - Role: Who should the AI be?
T - Task: What should be completed?
F - Format: How should it be presented?

Best For:

  • Quick tasks
  • Business communications
  • Straightforward content

5. COAST Framework

COAST (Context, Objective, Actions, Scenario, Task) excels at situational prompting where context is crucial.

CONTEXTUAL SITUATIONAL

Framework Components:

C - Context: Provide background information.
O - Objective: State your goal clearly.
A - Actions: Specify steps to take.
S - Scenario: Describe the situation.
T - Task: Define the deliverable.

Best For:

  • Strategic planning
  • Crisis communication
  • Complex scenarios

6. CRAFT Framework

CRAFT (Context, Request, Action, Format, Target) is optimized for content that needs to resonate with specific audiences.

AUDIENCE-FOCUSED PERSUASIVE

Framework Components:

C - Context: Set the scene.
R - Request: State what to create.
A - Action: Define audience action.
F - Format: Specify structure.
T - Target: Define your audience.

Best For:

  • Sales campaigns
  • Educational content
  • Persuasive communications

🎯 Universal Prompt Optimization Tips:

  • Be specific: Use exact numbers and requirements
  • Include examples: Show what good looks like
  • Define audience: Who will read this?
  • Set tone: Professional, casual, technical?
  • Add constraints: Word limits, must-includes
  • Format matters: Specify structure clearly

⚡ Framework Selection Guide:

  • CLEAR: General purpose, quick improvements
  • RISEN: Technical tasks, detailed processes
  • CREATE: Creative content, marketing
  • RTF: Simple tasks, fast results
  • COAST: Strategic planning, complex scenarios
  • CRAFT: Audience-targeted, persuasive content