eddowding/simplification-cascades
vault/Operations/Claude/skills/thinking/simplification-cascades/SKILL.md
Find one insight that eliminates multiple components - 'if this is true, we don't need X, Y, or Z'
tools
Updated Apr 4, 2026
$ install --global
skillsauthnpx skillsauth add eddowding/cortex simplification-cascadesInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- simplification-cascades
- description:
- Find one insight that eliminates multiple components - 'if this is true, we don't need X, Y, or Z'
- last_updated:
- 2026-01-10
- tools_required:
- []
- agent_type:
- main_agent
Simplification Cascades
One insight that eliminates 10 things.
[GOAL]
Find the unifying principle that makes multiple components unnecessary.
[CONTEXT]
Core principle: "Everything is a special case of..." collapses complexity dramatically.
Use when:
- Same thing implemented 5+ ways
- Growing special case list
- Complexity is spiraling
- "We just need to add one more case..." (repeating forever)
[PROCESS]
- List the variations - What's implemented multiple ways?
- Find the essence - What's the same underneath?
- Extract abstraction - What's the domain-independent pattern?
- Test it - Do all cases fit cleanly?
- Measure cascade - How many things become unnecessary?
[EXAMPLES]
Stream Abstraction
Before: Separate handlers for batch/real-time/file/network data Insight: "All inputs are streams - just different sources" Eliminated: 4 separate implementations
Resource Governance
Before: Session tracking, rate limiting, file validation, connection pooling Insight: "All are per-entity resource limits" Eliminated: 4 custom enforcement systems
Immutability
Before: Defensive copying, locking, cache invalidation Insight: "Treat everything as immutable data + transformations" Eliminated: Entire classes of synchronization problems
[RED FLAGS]
- "We just need to add one more case..."
- "These are all similar but different"
- Refactoring feels like whack-a-mole
- "Don't touch that, it's complicated"
[IMPORTANT]
- Simplification cascades = 10x wins, not 10% improvements
- One powerful abstraction > ten clever hacks
- Measure in "how many things can we delete?"
See Also
- [[when-stuck]] - Dispatch to right technique
- [[meta-pattern-recognition]] - Spot recurring patterns
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