When should I use the Inversion Risk Analysis skill?

Use it before starting complex or high-stakes implementation tasks to identify potential pitfalls, edge cases, and architectural risks before writing code.

How does this skill differ from standard coding assistance?

Instead of focusing on how to build a feature, it forces a 'pre-mortem' evaluation of requirements to ensure the proposed solution is robust and follows project-specific conventions.

Does it work with specific programming languages?

No, it is language-agnostic and works for any project type by analyzing requirements against your existing codebase, CLAUDE.md, and local configuration files.

What happens if a risk is rated as HIGH?

If the analysis reveals high risk, the skill recommends running a /layoutplan to break the task into smaller pieces or performing a technical spike to clarify requirements.

Inversion Risk Analysis

Name: Inversion Risk Analysis
Author: selcukyucel

byselcukyucel

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Productivity & Workflow

Conducts deep structured inversion analysis to identify risks, edge cases, and failure modes before implementing complex code.

The Inversion Risk Analysis skill helps developers avoid costly implementation mistakes by systematically asking "how could this fail?" instead of just "how do I build this?" It analyzes requirements through five critical lenses—user impact, technical failure modes, edge cases, architectural alignment, and observability—to produce a structured risk report. This pre-mortem approach surfaces potential bottlenecks, convention violations, and scalability issues early, ensuring that high-stakes features are built with resilience and maintainability from the start.

Key Features

01Structured failure mode identification across five dimensions

02Architecture and convention alignment checks against local rules

03Comprehensive edge case discovery for boundary conditions

04Multi-level risk prioritization (Low, Medium, High)

05Direct integration with implementation planning workflows

066 GitHub stars

Use Cases

01Evaluating complex feature requests before writing any implementation code

02Planning high-stakes migrations or significant architectural shifts

03Identifying potential breaking changes when modifying legacy systems

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add selcukyucel/north-starr invert

For use in Claude.ai and ChatGPT

Download Skill