U0513 Research Cost Benefit Forecaster

Research Cost-Benefit Forecaster

Why This Skill Exists

We need this skill because research throughput degrades without reproducibility and prioritization. This specific skill prioritizes actions with the strongest net value.

When To Use

Use this skill when the request explicitly needs "Research Cost-Benefit Forecaster" outcomes in the Scientific Research Systems domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Research Cost-Benefit Forecaster, including at least three measurable KPIs tied to non-reproducible results and wasted cycles.
2. Design and version the input/output contract for hypotheses, experiments, and replication evidence, 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.