One-liner: Build a documented library of prompt patterns borrowed from 3+ different fields, with tested adaptations and transfer notes for your own domain.
You're going to build a personal prompt library of techniques stolen from other fields — documented well enough to teach someone else.
Phase 1 — Survey 3 domains. Pick 3 fields that are different from your own and from each other. Send this to three separate sessions:
How do professionals in [field] use AI in sophisticated ways? I don't want generic "they use ChatGPT" answers. Give me 5 advanced AI techniques or prompting patterns that are specific to this field. For each:
- Name the technique
- Describe the prompt pattern (what input, what instructions, what output format)
- Why this technique works in this domain (what problem it solves)
- Example prompt (ready to use)
Phase 2 — Select your top 5. From the 15 techniques across 3 domains, pick the 5 that are most interesting or most likely to transfer. For each one, send:
Analyze this technique from [source domain]: [technique description]
Map the transfer potential:
- Core principle: What's the underlying mechanism that makes this work, independent of domain?
- Direct transfer: What would this look like applied to [your field] with minimal modification?
- Modified transfer: What would need to change to make it work well in my context?
- What doesn't transfer: What aspect is domain-specific and should be replaced?
- Adapted prompt: Write a ready-to-use version for my field
Phase 3 — Test each adapted prompt. Run all 5 adapted prompts on real tasks in your work. For each, document:
| Technique | Source Domain | My Task | Result Quality (1-5) | What Worked | What Needed Adjustment |
|---|
Phase 4 — Build the library entry. For the 3 best-performing techniques, create a library card:
Create a "Prompt Library Card" for this technique:
Name: [give it a memorable name]
Borrowed from: [source domain]
Core principle: [1 sentence — why this works]
Original use: [what it does in the source domain]
My adaptation: [what it does in my domain]
Ready-to-use prompt:[the tested, refined prompt with placeholders]When to use: [scenarios where this technique is the right choice]
When NOT to use: [scenarios where it fails or is overkill]
Transfer notes: [what I learned about adapting this — tips for others]
Here's what you're about to do:
"Done" looks like: A 3-entry prompt library with tested techniques from other domains, complete with ready-to-use prompts, usage guidance, and transfer notes.
In CDR-Basic-01, you borrowed a single technique. In CDR-Intermediate-01, you transplanted an entire framework. Here, you're building a systematic practice — a personal library that compounds over time. The library card format forces you to articulate why a technique transfers, which is the meta-skill: once you can spot the structural similarity between domains, you can generate new cross-domain adaptations on your own. This library also becomes a shareable team asset — a collection of non-obvious AI techniques that others in your field won't have discovered.
You've reached the advanced level for Cross-Domain Reframing. From here, consider:
Back to Cross-Domain Reframing