agentd has its own Spec/Frontmatter types (workspace, toolchain, steps) while agent CLI parses different frontmatter (model, imports, tools, system_prompt). Need to converge on one format.
Current state:
Goal: agentd should accept the same workflow .md format as agent CLI, then add container-specific fields (toolchain, workspace) on top.