Building AI Workflows with Loomi Tools

Single prompts are powerful. Chained workflows are transformative. Here's how to build them.

What is Prompt Chaining?

Prompt chaining connects multiple prompts where the output of one becomes the input of the next.

Simple Example

1. Prompt 1: Research → Key points
2. Prompt 2: Key points → Outline
3. Prompt 3: Outline → Draft
4. Prompt 4: Draft → Final polish

Why Chain Prompts?

• Complex tasks broken into manageable steps
• Better quality through focused sub-tasks
• Error isolation - fix issues at specific stages
• Reusability - swap components as needed

Building Your First Workflow

Step 1: Define the End Goal

What do you want to produce? Work backwards from there.

Example Goal: Weekly industry newsletter

Step 2: Break Into Components

• Gather industry news
• Summarize key stories
• Add analysis/commentary
• Format for newsletter
• Generate subject lines

Step 3: Create Individual Prompts

Each step gets its own optimized prompt.

Step 4: Define Handoffs

What does each step output? What does the next step need?

Step 5: Build and Test

Start with two steps. Add more once those work.

Real-World Workflow Examples

Content Repurposing Workflow

Blog Post
    ↓
Twitter Thread (5-7 tweets)
    ↓
LinkedIn Post (different angle)
    ↓
Email Newsletter Snippet
    ↓
YouTube Video Script Outline

Code Review Workflow

Code Submission
    ↓
Security Scan (check vulnerabilities)
    ↓
Performance Analysis
    ↓
Style/Best Practices Review
    ↓
Summary Report with Priorities

Loomi Tools for Workflows

Our AI Tools are designed to work together:

1. Research Assistant → Gather information
2. Content Outliner → Structure ideas
3. Writing Tools → Create content
4. Review Tools → Polish and refine

Best Practices

1. Start small - Two steps before ten
2. Test each step - Verify before chaining
3. Build in checkpoints - Human review at key stages
4. Document your workflows - Future you will thank you
5. Version control - Track changes to prompts

Conclusion

Workflows multiply the power of individual prompts. Start with a simple chain today and expand from there.