cyberneticlibrary
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Challenge plans for data architecture risks

cdo-reviewskillsetup L1★17,464
alirezarezvani/claude-skills ↗
What it does

Interrogate data strategy and AI training decisions

Best for

When data architecture, AI training data, or data monetization decisions need scrutiny on consent/dependencies

Inputs
  • · Plan touching training data, architecture, productization, or data hire
Outputs
  • · CDO Review report with verdict and remediation paths
Requires
  • · ai_training_data_audit.py
  • · data_product_strategy_picker.py
  • · data_asset_valuator.py
Preconditions
  • · Have data sources, consent flows, consumer count, and M&A context
Failure modes
  • · Data decision driving no concrete business decision
  • · Consent provenance undocumented
  • · Architecture chosen before consumer count known
  • · High blast-radius data source locked in structurally
Trust signals
  • · Six forcing questions with accountability mapping
  • · Routing to GC, CISO, CFO, CHRO for specialized review
  • · Consent taxonomy (1st-party-TOS-only vs explicit opt-in)