What problem does it solve?
This Skill eliminates the manual, error-prone work of routing Scrum stories to the correct code generators, managing cross-story dependencies, and tracking validation status across batches of work, reducing implementation overhead and preventing missed acceptance criteria checks.
Core Features & Use Cases
- Intelligent Story Dispatch: Automatically classifies stories by acceptance criteria content and routes them to the correct create/update generator (ingestion, DAG, pipeline, etc.) without manual configuration.
- Dependency-Aware Batch Processing: Topologically sorts stories by their Depends On relationships and processes them in the correct order, stopping on critical failures to prevent cascading errors.
- Integrated Validation Gates: Runs handbook validators and acceptance criteria checks inline after each generation step, surfacing issues immediately instead of deferring them to end-of-batch reviews.
- Use Case: A data engineering team using Scrum can run this skill to implement an entire epic of ingestion and DAG stories in one go, with all dispatch, validation, and logging handled automatically.
Quick Start
Invoke the implement-stories skill with a target like a story ID, epic ID, or sprint label to automatically implement the specified Scrum stories, run inline validation, and generate a full implementation log.