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The RISEN Framework: A Deep Dive

Everything you need to know about our structured approach to prompt engineering. Role, Intent, Structure, Examples, Nuance.

Loomi Team·Editorial
Dec 28, 2025
15 min

The RISEN Framework: A Deep Dive

RISEN is Loomi's proprietary framework for creating professional-grade prompts. Let's explore each component in depth.

Overview

Role → Intent → Structure → Examples → Nuance

Each element builds on the previous, creating a complete prompt specification.

R - Role

The role defines the persona the AI should adopt.

Why Roles Matter

  • Sets vocabulary and expertise level
  • Establishes perspective and approach
  • Creates consistency across responses

Effective Roles

4 lines
"You are a senior software engineer at a FAANG company"
"You are a patient kindergarten teacher"
"You are a skeptical journalist"

Common Mistakes

  • Too generic: "You are an expert"
  • No context: "You are a writer"
  • Conflicting traits: "You are a cautious risk-taker"

I - Intent

What you want to achieve, stated clearly.

Good Intent Statements

  • Specific outcome: "Create a marketing email that increases click-through rates"
  • Clear action: "Explain this concept to a beginner"
  • Measurable: "Generate 5 headline options for A/B testing"

Weak Intent Statements

  • "Help me with marketing"
  • "Write something good"
  • "Make it better"

S - Structure

Define the format and organization of output.

Elements to Specify

  • Length (word count, sections)
  • Format (bullets, prose, code)
  • Sections (headers, order)
  • Style (formal, casual)

Example

6 lines
Structure:
1. Executive Summary (50 words)
2. Key Findings (bullet points)
3. Recommendations (numbered)
4. Next Steps (2-3 items)

E - Examples

Show, don't just tell.

Types of Examples

  • Input/output pairs
  • Style examples
  • Anti-examples (what NOT to do)

Example

4 lines
Example tone:
GOOD: "Transform your workflow with AI"
BAD: "Our AI product does automation"

N - Nuance

The fine-tuning details that make prompts professional.

Types of Nuance

  • Constraints: "Don't mention competitors"
  • Preferences: "Use active voice"
  • Audience: "For technical readers"
  • Tone: "Professional but approachable"

Complete RISEN Example

19 lines
ROLE: You are a senior UX copywriter at a SaaS startup.

INTENT: Write an onboarding email sequence that activates new users.

STRUCTURE:
- 3 emails over 7 days
- Each: subject line + 100-word body + CTA
- Progressive feature disclosure

EXAMPLES:
Subject style: "Your first report is waiting ✨"
Body style: Short paragraphs, conversational

NUANCE:
- Use "you" not "we"
- No pricing mentions
- One clear CTA per email
- Emojis in subjects only

Using RISEN in Loomi

Our prompt generator automatically applies RISEN. Just describe what you need—we handle the structure.

Conclusion

RISEN transforms prompting from art to science. Use it consistently and watch your results improve.

L

Loomi Team

Editorial at Loomi

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