Spot patterns appearing in 3+ domains to find universal principles
Detects universal patterns appearing across 3+ domains and extracts abstract principles for new applications. Triggers when you describe similar solutions in different contexts or ask about cross-domain analogies.
/plugin marketplace add GGPrompts/my-plugins/plugin install ggprompts-full-toolkit@GGPrompts/my-pluginsThis skill inherits all available tools. When active, it can use any tool Claude has access to.
When the same pattern appears in 3+ domains, it's probably a universal principle worth extracting.
Core principle: Find patterns in how patterns emerge.
| Pattern Appears In | Abstract Form | Where Else? |
|---|---|---|
| CPU/DB/HTTP/DNS caching | Store frequently-accessed data closer | LLM prompt caching, CDN |
| Layering (network/storage/compute) | Separate concerns into abstraction levels | Architecture, organization |
| Queuing (message/task/request) | Decouple producer from consumer with buffer | Event systems, async processing |
| Pooling (connection/thread/object) | Reuse expensive resources | Memory management, resource governance |
Pattern spotted: Rate limiting in API throttling, traffic shaping, circuit breakers, admission control
Abstract form: Bound resource consumption to prevent exhaustion
Variation points: What resource, what limit, what happens when exceeded
New application: LLM token budgets (same pattern - prevent context window exhaustion)