Verify multi-agent team communication health

spectral-topology-preflightskillsetup L364
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)