U0713 Impact Cost Benefit Forecaster

Impact Cost-Benefit Forecaster

Why This Skill Exists

We need this skill because missions need measurable outcomes, not just activity volume. This specific skill prioritizes actions with the strongest net value.

When To Use

Use this skill when the request explicitly needs "Impact Cost-Benefit Forecaster" outcomes in the Social Impact Measurement domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Impact Cost-Benefit Forecaster, including at least three measurable KPIs tied to impact theater and unmeasured harm.
2. Design and version the input/output contract for community outcomes, KPI trends, and intervention deltas, 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.