zwright8 Economic Privacy Preserving Data Broker
Mission
We need this skill because missions need explicit tradeoff logic for cost, speed, and impact. This specific skill enables collaboration while minimizing raw data exposure.
Activation Cues
- Task requires policy-scoped data mediation in Economic Optimization.
- 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
Economic Privacy Preserving Data Broker, including at least three measurable KPIs tied to overspending and low-impact allocation. - Design and version the input/output contract for budgets, costs, benefits, and opportunity values, 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 overspending and low-impact allocation, 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: overspending
- Secondary metrics: low-impact allocation, 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.