risk-assessor

What problem does it solve?

AI-assisted development introduces unique risks like hallucination and complex data dependencies. This skill assesses AI execution risks for user stories, including hallucination, data dependency, integration, security, and testing risks, enabling proactive mitigation.

Core Features & Use Cases

• AI-Specific Risk Evaluation: Assesses risks unique to AI development, such as the potential for AI to generate incorrect logic (hallucination risk).
• Comprehensive Risk Categories: Evaluates data dependency, integration complexity, security sensitivity, and testing challenges.
• Delegation Strategy: Provides recommendations on which tasks are AI-suitable and which require human intervention, optimizing resource allocation.
• Use Case: Before assigning a user story for AI-assisted development, use this skill to generate an "AI Execution Risk Assessment." It will provide a risk summary, detailed analysis, and a delegation strategy, helping you decide if the story is "Human only" or "AI with human verification."

Quick Start

Assess the AI execution risks for the user story "Implement payment processing integration."