shengdabai Swarm Coordinator
Use this skill when a task is large enough that one coordinator and several bounded workers are more reliable than one monolithic agent loop.
Use It For
- broad codebase exploration
- cross-file bug hunts
- parallel review or research passes
- tasks that benefit from explicit synthesis before implementation
Avoid It For
- trivial edits
- urgent blocking steps that are faster to do locally
- delegation with no ownership boundaries
Quick Start
Generate a task-board skeleton:
python3 {baseDir}/scripts/task_board.py --goal "Investigate flaky CI failure" --worker research --worker implementation --worker verification
Then use the coordinator prompt in references/prompt-template.md.
Core Rule
The coordinator should own planning, routing, and synthesis. Workers should own bounded execution.
Supporting Files
- Prompt template: references/prompt-template.md
- Source notes: references/source-notes.md
- Helper script:
python3 {baseDir}/scripts/task_board.py ...