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Get Started Free →Stream live swarm events using the Monitor tool for real-time observability
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 5% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -72% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -68% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -60% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -61% | 0% |
Use the Monitor tool to stream swarm events in real time instead of polling:
Run via Monitor: npx @claude-flow/cli@latest swarm watch --stream
This streams NDJSON events for agent spawns, task completions, memory writes, and health checks. Each stdout line triggers a notification.
For one-shot status, use MCP: mcp__plugin_ruflo-core_ruflo__swarm_status or mcp__plugin_ruflo-core_ruflo__swarm_health.
Prefer Monitor over polling swarm status in a loop. See ADR-091 for rationale.
Other measured skills in the registry, with their headline benchmark lift.