My work is where intelligent systems become real operations.
Modular capabilities I build for Claude. Each packages instructions, metadata, and optional resources (scripts, templates) the model loads automatically when the work calls for it.
Turns raw user-interview and research sessions into themes, pain points, and JTBD statements.Bundles clustering script · affinity-map template
Tracks competitor releases and UX patterns and rolls them into SWOT and trend views.Bundles SWOT template · trend-dashboard scaffold
Keeps personas current — updating them from new research and flagging behavior shifts.Bundles persona template · archetype generator
Reframes requests, surfaces root causes, and challenges assumptions into sharper problem statements.Bundles opportunity-brief template · challenge-framing prompt
Extracts jobs and forces of progress and maps them to the outcomes people are reaching for.Bundles JTBD-map template · outcome-roadmap scaffold
Identifies actors, dependencies, and bottlenecks and models them as blueprints and system maps.Bundles service-blueprint template · system-map scaffold
Small apps I build to work with my agents faster: capture input, brief them, monitor runs, and review what they produce.
One place to brief any agent in plain language and get structured results back.
Drop in notes, transcripts, or links and route them to the right agent automatically.
Watch active agent runs, their status, and cost at a glance.
Approve, edit, or reject agent outputs without leaving the flow.
Online AI courses completed from MIT, Stanford, Wharton, IBM, and Google Cloud — 19 credentials in all.
When the model is capable but the work still feels unclear, fragile, or ungoverned, that’s the layer I design.
Let’s talk