parallel-agent-kickoff

Parallel agent triage groups similar issues and PRs into clusters, then launches a dedicated, resumable interactive agent session for each group to process them simultaneously. This enables scalable issue management and maintainer review without mutating original PRs.

Clustering similar repository issues for automated triage involves grouping related items together and assigning a separate agent session to each cluster. This non-mutating orchestration workflow ensures takeover-ready handoffs, allowing maintainers to review grouped issues efficiently.

Yes, you can launch separate AI agent sessions for different issue groups without modifying original PRs by using a non-mutating orchestration workflow. Each child session performs auto-triage and presents a takeover-ready handoff, ensuring the repository remains unchanged.

Parallel agent orchestration works with real interactive session mechanisms like Codex, Claude, or Pi. It drives sequential Socratic prompts with plainerizer within each resumable child session to perform no-mutation auto-triage for maintainer review.

To hand off triaged issue clusters to human maintainers, the orchestration workflow creates a takeover-ready handoff from each child agent session. This provides maintainers with the auto-triage results directly, ensuring a seamless transition from AI processing to human review.

You should avoid using parallel agent sessions for issue triage if your repository lacks real interactive session mechanisms like Codex, Claude, or Pi, or if your workflow requires mutating the original PRs during processing rather than maintaining a non-mutating orchestration approach.