compass

Design or redesign landing pages, portfolios, marketing sites, and editorial pages with deliberate visual direction; not dashboards, app flows, or mobile UI.

Compare current LLM quality, price, speed, context, modality, and OpenRouter availability for recommendations and implementation choices.

Operate benchmark runs with controlled launches, attributable artifacts, valid-row rules, and evidence-based recovery.

Triage failing WebArena or WebMCP tasks. Use to classify tool, eval, agent, infrastructure, and drift failures.

Design and implement WebMCP tool surfaces. Use for workflow discovery, tool shaping, and live validation.

Verify WebMCP tool changes in the live browser. Use for registration, execution, state, logs, fixtures, and evidence.