When should I activate the Deep Problem Analysis skill?

Activate this skill when requirements are ambiguous, multiple competing solutions exist, or you are facing high-stakes decisions with long-term consequences.

How does this skill help prevent 'analysis paralysis'?

The skill includes specific 'When NOT to Use' criteria, identifying scenarios where problems are well-defined or simple enough that immediate action is more efficient than deep analysis.

Does this skill generate code directly?

While its primary focus is analysis and recommendation, it prepares the necessary context and implementation path for Claude to generate high-quality, accurate code in the next step.

What is the 'ultrathink' methodology used in this skill?

It is a systematic approach to problem-solving that prioritizes deep exploration, decomposition, and multi-perspective shifting before committing to a technical solution.

Can this skill assist with database or technology stack selection?

Yes, it provides a structured framework to compare options based on scalability, team expertise, maintenance costs, and performance requirements.

Deep Problem Analysis

Name: Deep Problem Analysis
Author: rysweet

byrysweet

•

Productivity & Workflow

Performs systematic, multi-perspective analysis of complex technical and business problems to prevent premature implementation and hidden risks.

This skill empowers Claude to move beyond surface-level coding tasks and engage in rigorous structural thinking. By utilizing the 'ultrathink' methodology, it decomposes ambiguous requirements, identifies hidden assumptions, and evaluates technical tradeoffs across multiple dimensions including performance, maintenance, and business ROI. It is particularly valuable when facing high-stakes architectural decisions, contradictory requirements, or persistent bugs that defy standard fixes, ensuring that the final implementation solves the right problem the right way.

Key Features

01Systematic assumption surfacing and validation to identify hidden project risks

02Advanced thinking tools including Inversion, First Principles, and Second-Order Effects

03Structured risk assessment with probability, impact, and mitigation planning

0425 GitHub stars

05Comprehensive tradeoff matrices for objective comparison of solution alternatives

06Multi-perspective evaluation across Technical, User, Business, and Maintenance dimensions

Use Cases

01Performing pre-mortems on complex projects to identify and mitigate potential failure points

02Navigating high-stakes architectural decisions such as database or framework selection

03Resolving ambiguous or contradictory product requirements before starting development

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