METHOD

I

Surface Expression

Public-facing form layer: visible objects, signals, patterns, and available outcomes.

II

Field Layer

Context, environment, latent possibility space, and boundary conditions.

III

Selection Layer

Noise-to-signal, governed inclusion/exclusion, framing, and attention gate.

IV

Operator Layer

Selection, transformation, interpretation, responsibility, and proof demand.

V

Invariant Channels

Leading symmetry, constraints, conservation, residue, and stable structure.

VI

Radar / Calibration

Confidence, false-signal detection, pattern strength, and uncertainty control.

VII

Basin Topology Activation

Basin depth, transient paths, recurrent core, multi-basin ecology, and attraction pull.

VIII

Governance and Constraints

Permission gates, ethics, trajectory, constraint memory, pause, repair, and termination.

IX

Consequence and Cost Layer

Time, attention, repair, opportunity, reputation, and compounding costs.

X

Proof and State Promotion

Receipts, tests, artifacts, measured results, and state promotion only when evidence exists.