claude-certified-architect

Use this skill when the user wants to scaffold a new Claude-based Python agent — single-agent loops or multi-agent coordinator systems built on the Anthropic SDK. Triggers include "create an agent", "scaffold an agent", "build me an agent that…", "I need a multi-agent system for…". Generates a runnable file that follows the course conventions (haiku-4-5 pin, four-category error schema, end_turn exit, optional coordinator + hooks). Do NOT use for editing existing agents — only for greenfield creation.