grace-verification

What problem does it solve?

Many GRACE modules and multi-agent workflows lack deterministic, observable, and traceable verification, making failures hard to debug and unsafe for autonomous execution. This Skill helps teams convert contracts and semantic blocks into verifiable tests and telemetry so agents can rely on evidence rather than fragile equality checks.

Core Features & Use Cases

• Verification Matrix: Derive success/failure scenarios, critical invariants, side effects, and forbidden behaviors from module and function contracts.
• Observability Design: Specify telemetry, structured logs, and block-level markers required for trace assertions and debugging.
• AI-Friendly Tests & Triage: Produce deterministic assertions, trace-based checks, semantic evaluation rubrics, and concise failure packets for handoff or automated fixes.
• Use Case: Harden a payment-processing module for autonomous agents by adding block-marked traces, deterministic unit asserts, and a triage packet for failing scenarios.

Quick Start

Use grace-verification to create a verification matrix, telemetry spec, and AI-friendly tests for the target module before enabling autonomous execution.