| name | u0434-publicservice-equity-impact-scorer |
| description | Build and operate the "PublicService Equity Impact Scorer" capability for Healthcare and Public Services. Trigger when this exact capability is needed in mission execution. |
PublicService Equity Impact Scorer
Why This Skill Exists
We need this skill because public-facing workflows require strict safety and reliability controls. This specific skill exposes uneven benefit/harm distribution before rollout.
When To Use
Use this skill when the request explicitly needs "PublicService Equity Impact Scorer" outcomes in the Healthcare and Public Services domain.
Step-by-Step Implementation Guide
- Define the scope and success metrics for
PublicService Equity Impact Scorer, including at least three measurable KPIs tied to service harm and procedural violations.
- Design and version the input/output contract for protocol checks, service queues, and compliance flags, then add schema validation and failure-mode handling.
- Implement the core capability using group-level impact scoring, and produce equity impact profiles 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 service harm and procedural violations, then run regression baselines.
- Deploy behind a feature flag, monitor telemetry/alerts for two release cycles, and iterate thresholds based on observed outcomes.
Required Deliverables
- Capability contract: input schema, deterministic scoring, output schema, and failure modes.
- Runtime profile: general-capability using group-level impact scoring to produce equity impact profiles.
- Orchestration integration: healthcare-and-public-services:general-capability routing, approval gates, retries, and rollback controls.
- Validation evidence: unit, integration, simulation, regression-baseline suites and rollout telemetry.
Operational Runbook
Preflight
- Confirm the PublicService Equity Impact Scorer request scope, source evidence, and measurable success criteria before execution.
- Verify feature flag skill_0434_publicservice-equity-impact-scor, approval gates, and rollback owner before autonomous use.
Execution
- Execute group-level impact scoring with deterministic scoring and reproducible trace capture.
- Produce equity impact profiles plus scorecard, assumptions, and unresolved-risk notes.
Recovery
- Fail closed when required signals, evidence, or approval gates are missing.
- Rollback to the last stable baseline when posture is critical or validation fails.
Handoff
- Publish equity impact profiles, validation evidence, and telemetry links to downstream owners.
- Queue follow-up tasks for unresolved risks, threshold tuning, or approval review.
Guardrails
- [quality] Require deterministic scoring and validation evidence before promotion.
- [reliability] Preserve retries, rollback controls, and failure-mode evidence for every run.
- [safety] Route critical posture or missing approval gates to human review before autonomous action.
