cyberneticlibrary

Enforce healthcare data protection contracts

healthcare-coreskillsetup L20
Sheshiyer/skill-clusters
What it does

Define shared data-protection and safety rules for healthcare

Best for

When defining the interlocking safety and privacy rules that every healthcare feature must follow.

Inputs
  • · Data classification scheme
  • · Role definitions
Outputs
  • · Classify→AccessControl→Audit contract
  • · Alert severity matrix
  • · Deploy-gate thresholds
Preconditions

Healthcare project with PHI; all spokes must reference this core

Failure modes
  • · PHI exposure in logs or LLM prompts
  • · Critical alert is dismissable
  • · Deploy gate lowered after failure
Trust signals
  • · Three-layer contract (classify→access→audit)
  • · Patient-safety bias: block-not-pass default
  • · HIPAA/DISHA/GDPR coverage matrix