Marshal is a session-scoped orchestrator that turns a user direction (audit, fix, map, research) into a plan of actions and executes them by chaining skills and tools. It focuses on bounded, single-session problems: investigate, plan, execute, verify, and report.
Use Marshal for multi-step but bounded tasks that need investigation and cross-skill coordination (e.g., 'audit the UX', 'fix the auth bug', 'map the API surface'). Do NOT use for single-file edits, long-running multi-session campaigns, or parallel work better suited to a fleet controller.
Designed for agents that can load local skills and run tool calls (Claude Code-style harnesses). Works with orchestration-capable agent runtimes that support spawning sub-agents and enforcing timeouts.
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