Implement a reusable, accessible, typed component from a design spec. Use when asked to "create a component", "build a widget", "implement this design", or "reusable UI element".
Use when asked to analyze a funnel, find where users drop off, diagnose low conversion or activation rates, design a metrics framework, set up OKRs, or measure whether a feature…
Audit cloud infrastructure costs and produce a concrete optimization plan with specific changes and estimated savings.
PLG motion design — free tier definition, activation sequence, expansion trigger points, viral mechanic assessment.
Close a specific deal — diagnose why a deal is stalling, write a tailored proposal, design the closing sequence, or navigate procurement.
Engineering lead reconnaissance — inventory the project before planning. Use when asked to "understand this project", "orient me on this codebase", "what's the state of the repo",…
Build a product roadmap with sequenced bets and explicit tradeoffs. Use when asked to "build a roadmap", "prioritize the backlog strategically", "what do we build next quarter",…
Design and spec an API — endpoints, request/response shapes, error codes, auth pattern, pagination. Applies Stripe's consistency principles.
Run a user interview — produce an interview guide and synthesize the output into an actionable insight report.
Write SLO-based alert rules with burn rate thresholds and paired runbooks. Outputs actual alert configs, not a strategy doc.
Use when asked about mobile UI guidelines, touch targets, platform-specific UI rules, or mobile interaction patterns.