YES.mdv1.1.1

An engineer needs to debug a failed database migration in a live environment. The YES skill ensures they first backup the database, verify dependencies with grep and lsof, and run diagnostic queries to gather evidence before making changes, preventing data loss and service disruption.

A developer is integrating a third-party API across multiple languages (e.g., Python and JavaScript). The YES skill enforces evidence-based debugging by requiring curl tests for each endpoint, checking logs for errors, and verifying configs before deployment, avoiding assumptions about API behavior.

During a cloud deployment using tools like Docker or Kubernetes, the YES skill triggers safety gates to backup configuration files, check container health with bash commands, and verify all changes with pre-flight checks, ensuring deployments don't break existing services.

When diagnosing intermittent failures in a legacy system, the YES skill prevents guessing by mandating data collection from logs and databases, using web searches for known issues, and verifying fixes with tests before concluding, reducing downtime and misdiagnosis.

Offer the YES skill as part of a premium AI agent package for DevOps teams, charging a monthly fee per user. It helps reduce production incidents by enforcing safety protocols, leading to higher reliability and customer retention.

License the YES skill to large enterprises in sectors like finance or healthcare, where compliance and safety are critical. Provide custom integrations and support, generating revenue through annual contracts and implementation fees.

Offer a basic version of the YES skill for free to individual developers, with advanced features like multilingual support and detailed analytics available in a paid tier. This drives adoption and upsells to professional tools.