alw

What problem does it solve?

This skill formalizes and surfaces implicit assumptions, limitations, and weaknesses embedded in a model, turning tacit risk into explicit, auditable items for governance and safe deployment.

Core Features & Use Cases

• Surface model assumptions (data, methodology, and market dynamics) with traceable evidence.
• Catalog limitations (scope, realism, and applicability) to bound risk.
• Identify weaknesses and potential failure modes with actionable mitigations and ranked priorities.
• Generate a structured, schema-compliant risk report that can feed risk registers and reviews.

Quick Start

Run the ALW assessment on your model outputs to extract explicit assumptions, limitations, and weaknesses. Review the generated JSON against your risk governance checklist and iterate with additional evidence as needed. Save the artifact to your project risk folder to support audits and decision-making.