nw-operational-safety

What problem does it solve?

Research operations often risk unsafe tool usage, unvalidated outputs, and inconsistent data flows. This Skill defines safety protocols, adversarial output validation, and error recovery patterns, plus explicit I/O contracts to guide automated tooling.

Core Features & Use Cases

• Tool safety protocols and access controls to govern sensitive operations.
• Adversarial output validation to detect and mitigate unsafe or misleading results.
• Error recovery patterns with circuit breakers and degraded-mode fallbacks for resilience.
• I/O contracts that specify expected inputs/outputs and auditing requirements for research workflows.

Quick Start

Describe the core safety requirements you want applied to a research workflow and generate an auditable safety contract and recovery plan.