code-quality-review

The code-quality-review skill acts as a senior technical reviewer, providing deep, holistic analysis of code changes within The Agentic Startup framework. It is designed for developers, architects, and engineering teams who need to enforce rigorous quality standards without sacrificing development velocity. By evaluating code through eight core dimensions—correctness, design, readability, security, performance, testability, accessibility, and error-handling—the skill ensures that every pull request or code implementation meets high industry standards.

• Multi-dimensional analysis across critical software quality metrics.

• Prioritization logic that ranks findings by urgency, impact, and user-facing risk.

• Concrete remediation guidance for every reported observation.

• Integration with project-specific governance through constitution-based compliance checks.

• Automatic validation of cross-cutting concerns like accessibility and robust error handling in I/O and UI layers.

• Construction of a structured findings interface that includes impact assessments and clear implementation suggestions.

• Use this skill during the review phase of the build workflow to identify technical debt, security vulnerabilities, or anti-patterns before merging.

• The skill requires a review target, which can be a specific file, directory, or diff range.

• Always consult the provided reference materials like anti-patterns and quality checklists to ensure consistent review standards across your team.

• While the tool is highly autonomous, prioritize reviewing 'CRITICAL' and 'HIGH' findings first to address substantive risks versus stylistic preferences.

• Ensure the environment or scope is clearly defined when invoking the skill to allow for context-aware feedback regarding system architecture and integration points.