Verify multi-agent team communication health
spectral-topology-preflightskillsetup L3★64
Tibsfox/gsd-skill-creator ↗What it does
Emit (ρ, Δ, κ) coordination signature for multi-agent team before dispatch
Best for
Predict team robustness, consensus speed, and drift risk pre-execution using spectral analysis—catches coordination defects before agents run.
Inputs
- · team_graph (agents + edges)
- · task_class
- · runtime_capabilities
Outputs
- · coordination_signature JSON
- · pass/warn/fail verdict
- · topology_edit recommendation
Preconditions
- · Team graph defined
- · Per-task-class thresholds known
- · Runtime type identified (spawn-only vs peer-messaging)
Failure modes
- · Spawn-only runtimes cannot wire ring/mesh directly—must broker via parent
- · Single-agent has no topology to analyze
Trust signals
- · Based on arxiv 2605.11453 (Parks & Alharthi)
- · rank correlations: κ r_s=1.0, Δ r_s=0.5, ρ r_s=-1.0
- · Identifies 41-87% production failures as coordination (not capability)