Prometheus Equilibrium Dashboard

Retail store policy convergence

The buyer, scheduler, checkout, and supervisor agents adapt from role-local predictive state. The sheaf guardrail panel shows when inventory mix, staffing, and clearing sections agree on a stable store policy.

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current round
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market residual
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sheaf agreement

Component layers

active
JSONL trace DB
Buyer, scheduler, clerk, and supervisor operating reports.
active
Causal episode adapter
Reports become Prometheus CausalEpisode objects.
active
KET / UDL loop
Diagnostics expose observation-to-policy extensions.
active
Local PSRs
Empirical Hankel PSRs are estimated per context.
active
Sheaf cover
Role, guardrail, clearing, payoff, and learner contexts.
active
Restriction checks
Shared cells compare local PSR agreement.
active
Gluing diagnostics
Projected overlaps reveal tense or compatible regions.
active
Persistent state
Run state, PSR bundle, and sheaf explorer are emitted.
inactive
Democritus extraction
No document discovery or claim extraction in this native demo.
inactive
CSQL claims atlas
No Democritus CSQL graph is built for this route.

Ordering policy learned from demand and stock

Selected-round store state

Policy movement and clearing residual

Online learner parameters

demand forecast reorder target staff forecast

Sheaf guardrail tensions

inventory staffing clearing

Forecast residuals

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Staffing policy

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Inventory guard

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candle inventory share

Profit

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round operating profit

Playback

900ms / round

Agent dashboards