claude-ops

Multi-agent coordination requires a constitutional governance framework to formalize director boundaries, domain ownership, and deterministic escalation paths. This skill establishes eight director domains to enforce clear authority and prevent cross-domain violations in distributed AI teams.

Yes, claude-flow and Teammate environments support memory-system separation and subagent spawning to enable scalable governance. This skill leverages Teammate-based coordination to manage memory access controls and spawn subagents within the defined director domains.

The best way to enforce token budgets and auditable decision logs is through an immutable memory constitution. This skill applies constitutional compliance to enforce strict token budgets, immutable memory rules, and auditable decision logs for both directors and human operators.

To set up the first director domain, spawn the initial director using the Teammate spawnTeam template. You then onboard the director and its subagents according to the established constitutional governance framework to ensure proper domain ownership.

Yes, constitutional governance supports first startup, ongoing operation, and human-in-the-loop interventions. This ensures human operators can interact with the escalation workflows and memory access controls during complex multi-agent projects.

Distributed AI director teams need an immutable memory constitution to ensure deterministic handoffs, consensus, and reliable escalation. Without codifying governance and memory access controls, cross-domain collaboration breaks down and token budgets become unmanageable.