You underestimate the power of good prompts. Here are 5 frameworks...
Charly Wargnier ♨️@DataChaz
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Nov 13, 2025
~2 min read
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You underestimate the power of good prompts.
Here are 5 frameworks to copy and paste 🧵 ↓
Here are 5 frameworks to copy and paste 🧵 ↓
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1 ‑ R‑A‑I‑N
- Act as a (ROLE)
- State the (AIM)
- Use the provided (INPUT)
- Hit the (NUMERIC TARGET)
- In this (FORMAT)
Example:
- ROLE: Senior product designer
- AIM: Redesign our fitness‑app onboarding to cut time‑to‑first‑workout by 30 %
- INPUT: Attached funnel metrics
- NUMERIC TARGET: 30 % improvement
- FORMAT: Mobile UI wireframe + KPI table
- Act as a (ROLE)
- State the (AIM)
- Use the provided (INPUT)
- Hit the (NUMERIC TARGET)
- In this (FORMAT)
Example:
- ROLE: Senior product designer
- AIM: Redesign our fitness‑app onboarding to cut time‑to‑first‑workout by 30 %
- INPUT: Attached funnel metrics
- NUMERIC TARGET: 30 % improvement
- FORMAT: Mobile UI wireframe + KPI table
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2 ‑ C‑L‑A‑R
- Given the (CONTEXT)
- List any (LIMITS)
- Describe the (ACTION)
- Define the expected (RESULT)
Example:
- CONTEXT: Raw Q1 sales data
- LIMITS: Focus on the 3 biggest churn drivers
- ACTION: Quantify impact & propose 2 fixes
- RESULT: Two‑slide executive brief
- Given the (CONTEXT)
- List any (LIMITS)
- Describe the (ACTION)
- Define the expected (RESULT)
Example:
- CONTEXT: Raw Q1 sales data
- LIMITS: Focus on the 3 biggest churn drivers
- ACTION: Quantify impact & propose 2 fixes
- RESULT: Two‑slide executive brief
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3 - F‑L‑O‑W
- Specify the (FUNCTION)
- Set the audience (LEVEL)
- Define the (OUTPUT)
- Clarify the (WIN METRIC)
Example:
- FUNCTION: Travel copywriter
- LEVEL: First‑time solo travelers to Japan
- OUTPUT: 700‑word blog post
- WIN METRIC: 1 % keyword density + call‑to‑trip checklist
- Specify the (FUNCTION)
- Set the audience (LEVEL)
- Define the (OUTPUT)
- Clarify the (WIN METRIC)
Example:
- FUNCTION: Travel copywriter
- LEVEL: First‑time solo travelers to Japan
- OUTPUT: 700‑word blog post
- WIN METRIC: 1 % keyword density + call‑to‑trip checklist
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4 ‑ P‑I‑V‑O
- State the (PROBLEM)
- Provide key (INSIGHTS)
- Choose the (VOICE)
- Outline the desired (OUTCOME)
Example:
- PROBLEM: B2B SaaS missed ARR targets
- INSIGHTS: Diagnose bottleneck & reposition
- VOICE: Startup coach
- OUTCOME: Two plays + 90‑day revenue forecast
- State the (PROBLEM)
- Provide key (INSIGHTS)
- Choose the (VOICE)
- Outline the desired (OUTCOME)
Example:
- PROBLEM: B2B SaaS missed ARR targets
- INSIGHTS: Diagnose bottleneck & reposition
- VOICE: Startup coach
- OUTCOME: Two plays + 90‑day revenue forecast
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5 ‑ S‑E‑E‑D
- Describe the (SITUATION)
- Define the (ENDGOAL)
- Supply illustrative (EXAMPLES)
- List the (DELIVERABLES)
Example:
- SITUATION: Build a 4‑week prompt‑engineering cohort
- ENDGOAL: Fundamentals → domain adaptation
- EXAMPLES: Weekly hands‑on projects
- DELIVERABLES: Rubric + teaser tweet
- Describe the (SITUATION)
- Define the (ENDGOAL)
- Supply illustrative (EXAMPLES)
- List the (DELIVERABLES)
Example:
- SITUATION: Build a 4‑week prompt‑engineering cohort
- ENDGOAL: Fundamentals → domain adaptation
- EXAMPLES: Weekly hands‑on projects
- DELIVERABLES: Rubric + teaser tweet
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Saw this infographic from @rubenhassid on LinkedIn, bringing it here to spread the word.
♻️ If it inspired you, a repost helps others discover it as well.
Follow me → @datachaz for steady insights on LLMs, agents, and data workflows 🦾
♻️ If it inspired you, a repost helps others discover it as well.
Follow me → @datachaz for steady insights on LLMs, agents, and data workflows 🦾
Chaz Wargnier ☄️@DataChaz
You underestimate the power of good prompts.
Here are 5 frameworks to copy and paste 🧵 ↓
Here are 5 frameworks to copy and paste 🧵 ↓