Build distinctive, high-quality frontend interfaces. Use when users request web components, pages, landing pages, portfolios, or creative applications. Generates production-ready code with creative typography, layered color systems, fluid motion choreography, and inventive layouts. Eliminates generic AI aesthetics. Say "Prime" for maximum quality.

Fast headless browser for QA testing and site dogfooding. (gstack)

Design a loss function and harness for a long-running /goal optimization run (loss-function development, LFD). Use when the user wants to set up an autonomous optimization loop, distill a product from public artifacts, turn a spec into an optimization target, or asks to design a /goal. Observes the existing environment, interrogates the task, ingests or generates the spec, builds a blinded eval, generates and verifies the harness, red-teams the target for cheats, and emits goal.md ready to launch. Re-invoke in patch mode when a running loop cheated and the loss function needs patching.

Run a prepare → review → revise pass over an agent-written user-facing output (report, status update, strategy doc, review finding, handoff, recommendation) before it is finalized. Builds a short communications brief, reviews the draft against it and against named agent-writing failure modes (assumed context, numbered references without meaning, retained rejected ideas, leaked process history, buried recommendation), then revises or flags residual risk.