marshal

Cross-skill coordination orchestrates multiple tools by chaining skills and context to execute complex processes. It works by planning a best-fit sequence of actions that gathers codebase and docs context to inform autonomous decisions within one session.

Multi-skill orchestration applies a phased approach—understand, plan chain, execute, report, and learn—to convert direction into concrete actions without constant handholding. It includes timeout controls, error handling, and safety checks for safe operation.

Yes, you can chain skills to analyze codebase and docs context together within a single session. The orchestration gathers information from these sources to inform decisions and execute a best-fit chain of actions to produce actionable results.

To start automating a complex workflow, provide a high-level direction such as an audit request. The orchestration engine will understand the goal, plan the skill chain, execute the steps, and report the results autonomously within a single session.

No, single-session skill chaining does not persist workflow context across multiple campaigns. It applies to scenarios that require cross-skill coordination and single-session execution, making it suitable for complex workflows that require no campaign persistence.