Find one insight that eliminates multiple components - "if this is true, we don't need X, Y, or Z"
Finds unifying abstractions that eliminate multiple components. Triggers when you're implementing similar patterns across the codebase or adding special cases to existing logic.
/plugin marketplace add adawalli/claude-plugins/plugin install core@adawalliThis skill inherits all available tools. When active, it can use any tool Claude has access to.
Sometimes one insight eliminates 10 things. Look for the unifying principle that makes multiple components unnecessary.
Core principle: "Everything is a special case of..." collapses complexity dramatically.
| Symptom | Likely Cascade |
|---|---|
| Same thing implemented 5+ ways | Abstract the common pattern |
| Growing special case list | Find the general case |
| Complex rules with exceptions | Find the rule that has no exceptions |
| Excessive config options | Find defaults that work for 95% |
Look for:
Ask: "What if they're all the same thing underneath?"
Before: Separate handlers for batch/real-time/file/network data Insight: "All inputs are streams - just different sources" After: One stream processor, multiple stream sources Eliminated: 4 separate implementations
Before: Session tracking, rate limiting, file validation, connection pooling (all separate) Insight: "All are per-entity resource limits" After: One ResourceGovernor with 4 resource types Eliminated: 4 custom enforcement systems
Before: Defensive copying, locking, cache invalidation, temporal coupling Insight: "Treat everything as immutable data + transformations" After: Functional programming patterns Eliminated: Entire classes of synchronization problems
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