development-best-practices

Preventing AI code hallucinations requires verifying code signatures, APIs, and file structures before use. This skill enforces anti-hallucination checks during design and review to ensure generated code matches actual external dependencies and project structures.

Enforcing externalized configuration involves promoting config-based behavior and environment-driven values instead of static inputs. This skill guides teams to eliminate hardcoding by applying standardized development practices across implementation and review phases.

Standardizing error handling and logging requires enforcing try/catch blocks, proper logging levels, and correlation IDs throughout your codebase. This skill provides a structured framework to apply these robust engineering practices during feature work.

Yes, you can validate code against security and testing standards before committing by running validation scripts and consulting integrated references. This skill encourages unit tests, integration tests, and security validation as part of the workflow.

You need to run validation scripts during feature design review to ensure code meets defined patterns and quality standards before commit. This skill requires executing the validation workflow and adhering to integrated references to maintain compliance.