U0393 Logistics Cost Benefit Forecaster

Logistics Cost-Benefit Forecaster

Why This Skill Exists

We need this skill because impact work fails when scarce resources are not routed intelligently. This specific skill prioritizes actions with the strongest net value.

When To Use

Use this skill when the request explicitly needs "Logistics Cost-Benefit Forecaster" outcomes in the Resource Allocation and Logistics domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Logistics Cost-Benefit Forecaster, including at least three measurable KPIs tied to supply shortfalls and fairness gaps.
2. Design and version the input/output contract for capacity, bottlenecks, and distribution plans, then add schema validation and failure-mode handling.
3. Implement the core capability using cost-impact simulation, and produce forecasted ROI scenarios with deterministic scoring.
4. Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.
5. Add unit, integration, and simulation tests that explicitly cover supply shortfalls and fairness gaps, then run regression baselines.
6. 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: simulation-lab using cost-impact simulation to produce forecasted ROI scenarios.
• Orchestration integration: resource-allocation-and-logistics:simulation-lab routing, approval gates, retries, and rollback controls.
• Validation evidence: unit, integration, simulation, regression-baseline suites and rollout telemetry.

Operational Runbook

Preflight

• Confirm the Logistics Cost-Benefit Forecaster request scope, source evidence, and measurable success criteria before execution.
• Verify feature flag skill_0393_logistics-cost-benefit-forecaste, approval gates, and rollback owner before autonomous use.

Execution

• Execute cost-impact simulation with deterministic scoring and reproducible trace capture.
• Produce forecasted ROI scenarios 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 forecasted ROI scenarios, 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.