spectral-topology-preflight

spectral-topology-preflight is an Agent task delegation & fan-out skill for AI agents, published by Tibsfox in the gsd-skill-creator repository on GitHub. Skillspace rates spectral-topology-preflight D (66/100) and it passed the safety scan; the rating is based on static analysis only.

Before dispatching a multi-agent team, run a spectral diagnostic on the proposed communication graph and emit a (ρ, Δ, κ) coordination signature plus a pass/fail verdict against per-task-class thresholds. Builds the row-stochastic operator P from the team graph, computes the successor representation M = (I − γP)⁻¹, and ranks the topology for robustness (κ, condition number), consensus (Δ, spectral gap), and drift (ρ, spectral radius). Per Parks & Alharthi (arxiv 2605.11453), rank order on (κ, Δ, ρ) predicts coordination quality pre-execution with rank correlations of 1.0 / 0.5 / −1.0. Triggers: "dispatch the team", "team topology check", "before running the agents", "is this team configuration OK", "team pre-flight".

Grade

D

Quality

66 / 100

Safety

Passed

GitHub stars

69

Unproven: rated by static analysis only, not yet compared head-to-head.

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