When should I use the Deep Problem Analysis skill?

You should activate this skill when a problem is ambiguous, has multiple competing solutions, or involves high-stakes architectural decisions where the cost of a wrong choice is high.

Can this skill help with legacy code refactoring?

Yes, it is excellent for analyzing complex legacy systems to understand dependencies and risks before proposing a modernization or refactoring strategy.

How does this skill prevent 'analysis paralysis'?

The skill includes specific 'When NOT to Use' criteria, ensuring it stays inactive for straightforward, well-defined tasks while providing a time-boxed, structured path for complex ones.

What is the benefit of the 'Multi-Perspective Analysis' feature?

It ensures that solutions aren't just technically sound, but also align with user needs, business goals, and long-term maintenance requirements.

Deep Problem Analysis

Name: Deep Problem Analysis
Author: rysweet

byrysweet

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Productivity & Workflow

Performs systematic, multi-perspective analysis to resolve complex architectural and logical challenges using structured thinking methodologies.

The Deep Problem Analysis skill (meta-cognitive) provides Claude with a rigorous framework for tackling ambiguous, high-stakes, or complex coding problems. Instead of jumping straight to implementation, this skill activates a multi-stage 'ultrathink' process that clarifies requirements, decomposes subproblems, surfaces hidden assumptions, and evaluates solutions through detailed tradeoff matrices. It is an essential tool for senior-level architectural decision-making, helping developers avoid premature solutions and identify the most robust path forward before a single line of code is written.

Key Features

01Hidden assumption surfacing and critical risk assessment

02Comprehensive solution comparison via detailed tradeoff matrices

03Multi-perspective analysis covering Technical, Business, User, and Maintenance angles

04First-principles thinking and inversion-based failure analysis

05Structured problem decomposition and initial clarification prompts

0617 GitHub stars

Use Cases

01Evaluating and choosing between competing database technologies or frameworks

02Conducting project pre-mortems to identify and mitigate potential points of failure

03Resolving contradictory requirements in complex feature requests

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rysweet/amplihack meta-cognitive

For use in Claude.ai and ChatGPT

Download Skill