Privacy-Preserving Analytics - Design privacy-preserving analytics flows
Design analytics flows that preserve useful product insight while reducing privacy and re-identification risk
Tags
Updated: 2026-05-09Capabilities
Typical Inputs
Typical Outputs
What this skill does
- design analytics flows
- verify privacy guarantees
- create implementation plan
- recommend code changes
- provide validation guidance
- generate measurement plan
Inputs
- SQL files
- analytics modules
- Python files
- architecture docs
- data slices
- compliance constraints
Outputs
- implementation plan
- code changes
- validation guidance
- measurement plan
- rollback guidance
Requirements
- LLM support: deepseek-ai/deepseek-v3.2
- LLM support: moonshotai/kimi-k2.5
- LLM support: deepseek-r1:32b