rai-bugfix-run

You can orchestrate an end-to-end bugfix pipeline by invoking the skill with a bug ID. It runs a seven-phase process inline, pausing at three fixed human-in-the-loop gates to validate decisions before producing a final merge request.

A human-in-the-loop gate is a mandatory checkpoint in the bugfix pipeline where execution pauses for human judgment. This skill uses three fixed gates to validate AI-assisted decisions, ensuring governance and high-quality software fixes.

To integrate Jira and git workflows, this skill automatically updates Jira statuses and produces a final merge request with a summary. It manages artifacts under work/bugs/RAISE-{N}/ throughout the orchestration pipeline.

Yes, you can run this bugfix orchestration without subagents. The skill operates entirely inline, executing the full seven-phase pipeline and pausing only at the three designated human-in-the-loop validation gates.

Yes, the bugfix pipeline supports CI workflow integration. It orchestrates fixes end-to-end, updates Jira statuses, and produces a final merge request, making it suitable for teams needing repeatable, auditable AI-assisted development.

The fixed seven-phase bugfix pipeline limits flexibility by enforcing three mandatory human-in-the-loop gates. While this ensures auditable governance, it requires manual validation at each gate, meaning the process cannot run fully autonomously end-to-end.