y-sudharshan commented on issue #62500: URL: https://github.com/apache/airflow/issues/62500#issuecomment-4103578429
@jason810496 @potiuk quick PoC summary from my side: Branch: https://github.com/y-sudharshan/airflow/tree/proposal/breeze-agent-skills-poc I kept this workflow-first and intentionally minimal, focused on maintainability and correctness. **Source of truth**: contributor docs (contributing-docs/03_contributors_quick_start.rst) with embedded [agent-skill] blocks. **Extraction**: [extract_agent_skills.py] parses those blocks into [generated/skills.json] and validates schema/required fields. **Drift guard:** [--check] fails if docs and generated skills diverge, so updates stay atomic. **Runtime layer**: context detection (host vs Breeze vs CI) + command planning with local-first execution and Breeze fallback only when needed. **Resilience**: manifest-first resolution, with breeze --help fallback for commands not found in manifest. **Validation**: full pipeline is exercised (docs -> extract -> check -> plan -> test) with 28 passing tests and refreshed proof artifacts. **Goal**: contributors edit workflows in one place, and automation keeps agent behavior synchronized without adding extra maintenance layers. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
