spec-first:code

Batch implementation of code tasks is automated by reading specifications and executing tasks serially or in parallel. The process respects dependency management, enforces quality gates like TDD, and handles execution risks through pre-flight checks.

TDD integration enforces Test-Driven Development principles during automated task implementation. The Skill applies quality guardrails ensuring Simplicity First and Surgical Changes while generating code, preventing deviations from defined test specifications.

Dependency management and concurrency are handled automatically during code generation by resolving task dependencies and detecting circular references. The Skill coordinates parallel execution while monitoring failure rates and preventing file conflicts.

Implementing multiple pending tasks in parallel is supported without file conflicts through pre-flight checks and dependency resolution. The Skill monitors execution failure rates and provides rollback strategies to manage risks during batch processing.

When execution failure rates spike during batch code implementation, the Skill manages risks through pre-flight checks and rollback strategies. It detects execution anomalies and halts or adjusts the batch processing to maintain quality gates.