When should I activate the Deep Problem Analysis skill?

Activate this skill when requirements are ambiguous, when you are unsure of the best technical approach, or when a decision has high-stakes consequences that require careful vetting.

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

Ultrathink is a systematic exploration of a problem space that involves deep decomposition, perspective-taking, and rigorous evaluation of tradeoffs before any code is actually written.

How does this skill help prevent 'analysis paralysis'?

The skill includes specific 'When NOT to Use' guidelines to ensure it isn't applied to straightforward, well-defined tasks, focusing its power only on truly complex challenges.

What kind of output can I expect from this analysis?

You will receive a structured markdown report including a problem understanding section, perspective analysis, validated assumptions, a tradeoff matrix, and a clear recommended implementation path.

Deep Problem Analysis

Name: Deep Problem Analysis
Author: rysweet

byrysweet

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Productivity & Workflow

Performs structured, multi-perspective analysis to solve complex or ambiguous technical problems before implementation.

The Meta-Cognitive skill provides Claude with a rigorous analytical framework for tackling high-stakes decisions and ill-defined requirements. By utilizing the ultrathink methodology, it guides the agent to surface hidden assumptions, evaluate multi-dimensional tradeoffs across technical, business, and user perspectives, and conduct deep risk assessments through tools like pre-mortems and second-order effect analysis. This skill is essential for avoiding premature optimization and ensuring that development efforts are focused on the most viable and well-understood solution path.

Key Features

01Hidden assumption surfacing and validation strategies

0216 GitHub stars

03Multi-perspective analysis covering technical, business, and user impact

04Structured problem decomposition and clarification mapping

05Solution option generation with quantitative tradeoff matrices

06Advanced mental models including First Principles and Inversion

Use Cases

01Evaluating competing architectural patterns or technology stack choices

02Clarifying vague or contradictory project requirements before coding

03Identifying potential failure points in high-stakes system migrations

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