residuality-spec

To convert vague resilience requirements into testable specifications, you perform stressor-residue analysis to identify stressors, residues, and attractors, generating concrete degradation behavior definitions and a spec patch plan.

Stressor-residue analysis is a reasoning method that identifies system stressors and their resulting residues to define concrete degradation behavior, observability signals, and recovery strategies for uncertain or social stress scenarios.

Defining observability signals and recovery strategies requires analyzing survivability and degradation behavior under uncertain or social stressors, mapping decision points to generate invariants ready for system spec integration.

Yes, you can generate a spec patch plan by initiating a stressor-residue analysis on a target scope, which produces resilience requirements, attractor insights, and governance decisions suitable for integration into standards.

You need attractor insights and spec-patching when systems require defined degradation behavior and decision points across uncertain stressors, converting abstract resilience goals into concrete, testable materials and invariants.

Stressor-residue analysis requires a clearly defined target scope to produce valid resilience requirements and spec patch plans; without specific system boundaries, the degradation behavior and attractor insights cannot be concretely tested.