supervisor

Manage parallel execution in a multi-agent pipeline by orchestrating worker subagents using isolated git worktrees, preventing cross-contamination between concurrent tasks while enforcing strict scope boundaries.

Handle failure recovery in automated task validation by driving a structured revision loop that feeds specific failure data back to the decomposer for targeted fixes, ensuring iterative correction of subagent outputs.

Enforce deterministic validation in complex software development tasks by applying a rigorous verification protocol with ledger-based state tracking, ensuring strict scope enforcement and reliable quality assurance across parallel executions.

Git worktree isolation prevents cross-contamination between concurrent subagents by creating separate working directories for each worker, allowing parallel execution without interference while maintaining independent file scope validation.

Avoid using a supervisor agent for multi-agent project execution when tasks do not require parallel processing, strict scope enforcement, or automated quality assurance, as the overhead of worktree isolation and verification loops outweighs benefits for simple sequential workflows.