genai-invert

Analyze requirements to enumerate risks, edge cases, and assumptions.

1|Updated Mar 26, 2026

Search Tags:#planning #requirements #ai #quality-assurance #inversion #risk-analysis #project-governance

Ready to run

npx skills add https://github.com/selcukyucel/north-starr-genai --skill genai-invert

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: genai-invert
Source: https://github.com/selcukyucel/north-starr-genai/tree/main/skills/genai-invert
Command: npx skills add https://github.com/selcukyucel/north-starr-genai --skill genai-invert

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Inversion analysis helps teams anticipate risks, edge cases, and failure modes by flipping a requirement and asking what could go wrong before implementation.

Core Features & Use Cases

Systematic risk surface mapping across user, technical, data, and architecture dimensions.
Generates actionable risk artifacts (risks, assumptions, mitigations) for planning and governance.
Applies to high-stakes, complex tasks to improve design decisions and compliance.

Quick Start

Provide a requirement description, and I will generate a structured inversion analysis.

Frequently Asked Questions about genai-invert

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

What is inversion analysis in project planning and risk management?▼

Inversion analysis is a risk-management technique that scrutinizes a requirement by flipping it to identify what could go wrong. It maps assumptions, edge cases, and failure modes to generate a formal risk-analysis artifact for downstream teams.

How do I identify risks and edge cases before implementing complex requirements?▼

You identify risks by applying a structured inversion workflow that scrutinizes the requirement, enumerating potential failure modes across user, technical, data, and architecture dimensions to produce actionable mitigations.

Does inversion analysis work for high-stakes projects with regulatory and safety requirements?▼

Yes, inversion analysis is specifically designed for high-stakes projects with regulatory, safety, or governance implications. It enforces a structured workflow to improve design decisions and ensure compliance across product and engineering domains.

What is the best way to map risk surfaces across technical and data dimensions?▼

The best way to map risk surfaces is through a systematic inversion process that evaluates assumptions, data flow, and observability. This generates a structured artifact detailing risks and mitigations for project governance.

What is included in a structured inversion analysis artifact?▼

A structured inversion analysis artifact includes identified risks, stated assumptions, proposed mitigations, edge cases, data flow mappings, and observability metrics to guide downstream planning and governance teams.

When should I not use inversion analysis for requirement planning?▼

Inversion analysis should not be used for low-stakes or trivial tasks, as its structured workflow for assumptions, risk enumeration, and observability is specifically built for complex feature work and high-stakes governance.