| name | orchestrate-ai-delivery-team |
| description | Structure planning, implementation, QA, and DevOps handoffs so larger AI-assisted projects keep context, accountability, and clear execution lanes. |
| category | Tooling |
| pinned | true |
| trigger_hints | orchestration, handoff, sprint, qa, workflow, multi-agent, planning |
Orchestrate AI delivery team
Structure planning, implementation, QA, and DevOps handoffs so larger AI-assisted projects keep context, accountability, and clear execution lanes.
When to Use This Skill
Use this when work is large enough to benefit from explicit planning, parallel streams, or repeatable handoff patterns across development and validation.
Workflow Overview
- Establish a shared project brief or operating context before splitting work.
- Separate planning, implementation, QA, and operational responsibilities so each stream has a clear purpose.
- Track sprint or milestone state in durable artifacts that survive context loss.
- Use explicit handoffs and bug tracking instead of relying on chat history alone.
Examples
- Set up a repeatable AI workflow for planning, coding, QA, and release.
- Recover a project after context overflow without losing execution state.
- Organize a larger feature into planning, build, and validation lanes.
