reliability

What problem does it solve?

This Skill ensures clinical applications are crash-safe, resumable, and reliable by enforcing transactional persistence, integrity checks, and clear user-facing recovery paths, reducing data loss and downtime in clinical workflows.

Core Features & Use Cases

• Transactional persistence with temp -> fsync -> rename to prevent data loss
• Encrypted local state DB holding artifact references, hashes, job states, and review states
• Resume behavior: continue from last completed stage and restore field states
• User-facing recovery: clear error messages and guided actions for re-import or re-run
• Observability: log error codes, job IDs, timings, and model versions with no PHI
• Reliability testing: chaos tests and end-to-end regression validations

Quick Start

Run a reliability test plan on a sample clinical workflow to verify transactional persistence, resume after interruption, and user-facing error recovery.