What problem does it solve? After running an agent-assisted resiliency assessment, teams lack a quantified, executive-ready summary of what the AI workflow actually saved in time, cost, and quality versus a manual assessment. This Skill turns raw session telemetry into a data-driven ROI report for leadership, finance, and technical decision-makers. ## Core Features & Use Cases - Telemetry Aggregation: Maps Session Cost credits, timing, task counts, and quality scores from the token usage tracker into three workflow buckets (Task Researcher, Task Planner, Assessment Builder). - ROI Calculation: Computes time saved, cost reduction, weighted quality differential, annual savings, and three-year projections against a measured or estimated manual baseline. - Executive Report Generation: Produces an eight-section markdown report with a results dashboard, cost-benefit analysis, risk assessment, and confidence markers on every estimated metric. - Use Case: After completing an hve-resiliency-research run on a repository, feed the filled token tracker and baseline data into this Skill to present sponsors with quantified evidence of agent-assisted assessment value. ## Quick Start Ask the agent to generate a resiliency telemetry ROI report for the completed assessment run using the filled token usage tracker and your manual baseline estimate.
