Agent mode was only loading README.md but not AGENTS.md or project memory (.g3/memory.md). This meant agents were missing important context that normal mode had access to. Now agent mode uses the same read_agents_config(), read_project_readme(), and read_project_memory() functions as normal mode, combining all three into the agent context.