Realtime Coherence Dashboard

Structural coherence monitoring for multi-agent AI pipelines and complex systems.

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Structural Defects · 5 Axes

Five dimensions of potential multi-agent breakdown. Each bar fills toward its critical threshold — empty = healthy, full = at critical.

Attention Dispersion

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Goal Alignment

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Decision Stability

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Strategic Coherence

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Cross-role Coordination

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Overall Coherenceμ —

Safety Marginmargin —

Positive = healthy · Negative = past the edge

Structural StabilityΛ —

★★★★★

Active Dimensionsn_eff —

● ● ● ● ●

Events observed 0

Current Phase —

RAW ENGINE VALUES

mu_scalar —

margin —

Lambda —

n_eff —

A_eff —

regime —

alert_level —

cycle_phase —

Coherence Safety Margin Stability (scaled) Zero line

Simulate a single observation by setting the four multi-agent signals. Raw: y = (C, S, R, A) ∈ [0, 1]⁴

Internal CohesionC How much do the agents converge? (0 = divergent, 1 = aligned)

Topic DriftS How far from the original goal? (0 = on-task, 1 = fully off-topic)

RobustnessR Recovery from errors? (0 = failing, 1 = handling well)

Role ArticulationA Do agents respect their roles? (0 = chaotic, 1 = disciplined)

COHERIX · CMCI Signal API v1 · POST /cmci/signal/observe · engine v8_1_4 (lock v6-7) · coherix.ca