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Resolve GitHub PR review comments safely, read unresolved comments, validate each issue, make minimal fixes, test, commit, and resolve.

Use zero-install context minimization first, with optional local optimization tooling when available.

Accessibility review for semantic HTML, ARIA, keyboard support, focus, screen readers, contrast, and WCAG-oriented issues.

API and contract review for OpenAPI/AsyncAPI/protobuf changes, backwards compatibility, schemas, status codes, and examples.

Architecture review for SOLID, layering, boundaries, coupling, cohesion, extensibility, and maintainability.

Backend review for handlers, services, validation, errors, transactions, dependency boundaries, and service contracts.

Breaking-change review for public APIs, events, configs, feature flags, CLI behavior, and migration compatibility.

CI/CD review for workflows, artifact safety, caching, deployment gates, secrets, permissions, and reproducibility.

Common development tasks for Glens. Use this when building, adding modules, CLI flags, config options, or running the change checklist.

Architecture patterns for Glens Go code. Use this when writing or reviewing Go functions — composable design, error handling, and logging patterns.

Go-specific test patterns for this project. Use this when writing Go tests — table-driven tests, interface mocking, reusable setup functions, testify assertions, and parallel sub-tests.

Integration and end-to-end testing design for this project. Use this when writing integration tests (*_integration_test.go), E2E binary tests, or when deciding what belongs in integration vs unit tests.

Expert test automation strategy for Go projects. Use this when writing, reviewing, or designing test suites — especially when deciding what to test, naming tests, or identifying corner cases.

Common development tasks for MCP Toolkit. Use this when building, adding new servers, editors, CLI flags, or running the change checklist.

Architecture patterns for MCP Toolkit Go code. Use this when writing or reviewing Go functions — composable design, error handling, and dependency injection.

Go testing patterns for MCP Toolkit. Use this when writing or reviewing tests — table-driven tests, mocking, coverage thresholds, and E2E testing.

Testing philosophy and strategy. Use this when deciding what to test, naming tests, or identifying corner cases.

Resolve GitHub PR review comments safely: read unresolved comments, validate each issue, make minimal fixes, test, commit, and resolve.