zwright8 Federation Privacy Preserving Data Broker
Mission
We need this skill because cross-org collaboration fails without shared contracts and trust primitives. This specific skill enables collaboration while minimizing raw data exposure.
Activation Cues
- Task requires policy-scoped data mediation in Federation and Interoperability.
- Task needs explicit risk controls, approval gates, and traceable outcomes.
- Task output must include artifact handoff for humans and agents.
Execution Plan
- Define the scope and success metrics for
Federation Privacy Preserving Data Broker, including at least three measurable KPIs tied to integration breakage and trust boundary violations. - Design and version the input/output contract for envelopes, tenant boundaries, and protocol bridges, then add schema validation and failure-mode handling.
- Implement the core capability using policy-scoped data mediation, and produce privacy-scoped exchanges with deterministic scoring.
- Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.
- Add unit, integration, and simulation tests that explicitly cover integration breakage and trust boundary violations, then run regression baselines.
- Deploy behind a feature flag, monitor telemetry/alerts for two release cycles, and iterate thresholds based on observed outcomes.
Runbook
Preflight:
- None specified.
Execution:
- None specified.
Recovery:
- None specified.
Handoff:
- None specified.
Guardrails
- [quality] Require validations before promoting outputs.
Success Metrics
- Primary metric: integration breakage
- Secondary metrics: trust boundary violations, decision drift
- Review cadence: weekly
Output Contract
- Return a concise execution summary with key decisions.
- Return risk and mitigation notes with unresolved blockers.
- Return artifact target:
privacy-scoped exchanges. - Return recommended follow-up tasks for next wave execution.