Working Notes on Agent Systems/Brad Zhang

Project dossier

skill-roi-calculator

An ROI lens for deciding whether an AI skill is worth operationalizing.

Python · 0 stars / 0 forks · Active Jan 25, 2026 · GitHub

What this repository answers

计算 Skill 开发的投资回报率 | Calculate ROI for Skill development investments

Workflow replaced: Shipping AI utilities with no model for time saved, effort required, or adoption payoff.

Why it matters: The next wave of AI work needs economic judgment, not just enthusiasm. ROI tooling makes that judgment explicit.

How it gets used

  • Evaluate whether a workflow deserves to become a product or internal standard.
  • Add commercial discipline to AI workflow design.