grace-verification

To make autonomous agent verification deterministic and observable, you need a structured framework that enforces traceable checks and captures execution telemetry. This Skill provides that structure by deriving verification targets from module contracts and generating evidence-rich results.

Traceable contract-based verification is the process of validating module interactions against predefined contracts while capturing observable telemetry evidence. It ensures multi-agent scenarios produce deterministic, traceable results for clear failure triage and phase-level readiness.

You derive verification targets by reading module contracts and development plans to identify required behaviors. The verification workflow then maps these requirements into deterministic checks and observable telemetry for evidence collection.

Yes, this verification approach scales from module-level checks to wave and phase-level readiness. It applies deterministic contract enforcement and observable execution tracing across multi-agent scenarios to provide clear failure triage.

The best way to generate an evidence-rich verification plan is to run a structured workflow that reads existing contracts and derives specific observable telemetry targets. This ensures autonomous agents produce traceable, deterministic verification results.

Autonomous agent testing fails to provide clear failure triage when it lacks deterministic execution tracing and observable evidence. Without reading module contracts to derive traceable verification targets, identifying the root cause of workflow failures becomes unreliable.