Skill UI

This internal agent skill automates the complex process of determining the most likely owner or team for a bug cluster. It follows a strict 6-level precedence model, starting with cached overrides, and sequentially querying sources like Service Owners, Oncall status, CODEOWNERS, recent assignees, and committers. The process includes staleness detection and confidence scoring, providing highly accurate and auditable routing recommendations for internal development triage.

This skill provides a robust, schema-based system for handling API authorization and access control. It enables developers to define detailed permission schemas (the domain layer) and create injectable, type-safe permissions abstractions (the feature layer). Use this system when implementing complex access control logic, checking granular read/write/delete permissions, or enforcing resource ownership scoping (`own` records) across API use cases.

This tool analyzes and refactors code to detect and correct anemic domain models. It enforces rich domain modeling patterns (Entities, Value Objects, Aggregates, Domain Events), improving encapsulation and business logic ownership. Use it when validating, reviewing, or refactoring core domain logic to ensure adherence to Domain-Driven Design (DDD) principles.

This mandatory review process simulates a CTO interrogation, pressure-testing major architectural and engineering decisions. It forces teams to systematically address critical areas including scaling cliffs, accrued technical debt, team growth models, build vs. buy Total Cost of Ownership (TCO), reliability Service Level Objectives (SLOs), and security compliance. Use this before major commits to surface potential risks.