cyberneticlibrary

Analyze authorized sources cleanly

clean-room-skillskillsetup L10
whit3rabbit/clean-room-skill
What it does

Analyze sensitive data within privacy and legal guardrails

Best for

Collaborating on customer or research data where privacy regulations require isolation and masking

Inputs
  • · Sensitive dataset
  • · analysis scope
  • · privacy requirements
Outputs
  • · Analysis results filtered for PII/regulated data
  • · audit trail
Requires
  • · PII detection
  • · data masking
  • · audit logging
Preconditions
  • · Data governance policy defined
  • · PII detection rules configured
Failure modes
  • · Sensitive data accidentally exported
  • · audit trail incomplete or lost
Trust signals
  • · PII masking
  • · audit trail
  • · access control