Skill UI

Forges complete lobster personas for OpenClaw AI agents, guiding through direction selection, identity tension, boundary rules, names, and avatar prompts while optionally invoking approved art skills for generated likenesses; ideal for bespoke characters or gacha-style draws.

Automated Compliance Measurement generates specs and multi-strictness scenarios from rules/skills, runs agents with tool-call tracing, classifies behavior against expected steps, and produces reports showing compliance scores, timelines, and optional hook recommendations.