What is a Simplification Cascade?

It is a technique where you find one unifying insight that allows you to remove multiple redundant components, special cases, or branching logic.

When should I use the problem-solving skill?

Use it whenever you feel 'stuck', find code getting too complex, need to scale an application, or want to find a more innovative way to implement a feature.

What is Inversion in the context of programming?

Inversion involves flipping your assumptions—such as asking 'What if the opposite were true?'—to reveal hidden constraints and discover alternatives like pre-fetching instead of pulling data.

How does the 'Scale Game' help in development?

It tests your architecture against extremes—like 1,000x more users or 1,000x faster processing—to reveal fundamental bottlenecks that aren't obvious at normal scales.

Problem-Solving Frameworks

Name: Problem-Solving Frameworks
Author: GGPrompts

byGGPrompts

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生産性とワークフロー

Provides systematic mental frameworks and techniques to break through complex coding challenges and architectural blockers.

概要

The Problem-Solving Frameworks skill equips Claude with specialized cognitive strategies designed to overcome technical plateaus and 'stuck' moments. By implementing techniques such as Collision Zone Thinking, Simplification Cascades, and Inversion Exercises, it transforms Claude from a standard assistant into a high-level architectural consultant. It is particularly useful when dealing with spiraling complexity, scaling uncertainties, or when a traditional step-by-step approach fails to produce an innovative solution that simplifies the entire system.

主な機能

Collision Zone Thinking for metaphorical innovation
Meta-Pattern Recognition across multiple domains
Inversion Exercises to challenge hidden assumptions
Scale Game stress-testing for extreme dimensions
1 GitHub stars
Simplification Cascades to eliminate redundant logic

ユースケース

Validating if a system will survive a 1000x increase in data scale or user volume
Breaking through architectural deadlocks by forcing unrelated concept collisions
Reducing five disparate implementations into a single unified pattern

概要

主な機能

Collision Zone Thinking for metaphorical innovation
Meta-Pattern Recognition across multiple domains
Inversion Exercises to challenge hidden assumptions
Scale Game stress-testing for extreme dimensions
1 GitHub stars
Simplification Cascades to eliminate redundant logic

ユースケース

Validating if a system will survive a 1000x increase in data scale or user volume
Breaking through architectural deadlocks by forcing unrelated concept collisions
Reducing five disparate implementations into a single unified pattern