Skill UI

Helps founders and GTM teams set metrics, build tiers, and manage margins for AI products by grounding pricing choices in compute cost realities, credit systems, and buyer personas so revenue models scale with value.

Assistant for venture fund administrators: ingests capital calls, investments, and cash flows to compute KPIs (TVPI, DPI, IRR, MOIC), model carry/fees, and draft LP quarterly updates via Claude Code + Python.

This skill helps Heads of Commercial and RevOps analyze direct vs. partner-led channel economics. It computes fully-loaded cost-to-serve, evaluates ROI through cash, LTV, and marginal lenses, and optimizes channel mix under strategic constraints. Outputs actionable verdicts like DOUBLE-DOWN or EXIT. Ideal for quarterly reviews where profitability is unclear due to hidden costs like support load and overhead allocation.

A comprehensive guide to designing transparent, predictable, and developer-friendly usage-based pricing models. Learn which metrics (API calls, compute time, storage) developers accept, how to structure clear pricing pages, and how to avoid confusing or punitive billing practices to maximize adoption and revenue.