StacklokLabs

A skill whose only resource is a binary asset for e2e binary-handling tests

A valid test skill with all features

Design RESTful APIs following best practices for consistency, usability, and scalability

Systematic code review methodology for identifying issues, suggesting improvements, and ensuring code quality

Write secure, efficient Dockerfiles following container best practices

Write clear, conventional commit messages that communicate changes effectively

Identify security vulnerabilities and recommend fixes based on OWASP guidelines

Generate comprehensive unit tests with proper structure, edge cases, and mocking

Server-side dry-run validate Kubernetes manifests in the toolhive-demo-sandbox repo against the live kind cluster's CRDs. Use before committing changes to demo-manifests/, addons/, or infra/, after bumping the ToolHive operator version, or whenever schema drift is suspected — catches issues like removed inline fields (telemetry, oidcConfig, config.groupRef), required-field additions, and webhook rejections that client-side validation misses. Requires a running demo cluster.