Synthetic desk skill (test fixture; not a real skill file)

Every read carries a decision status: directional lean or balanced evidence.
Touch and terminal probabilities are reported separately. Costs include the fee and funding.
Archived rows are used at their knowledge time. Below 100 independent episodes nothing is forecast-eligible.
A liquidation is read from a feed. Flow absorption is a demonstrated edge on the 60-minute horizon.
Alt stress propagation is not yet supported.