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Get Started Free →Use when designing a new multi-agent team, visible agents folder, role boundaries, handoff flow, PM Soul, Memory Curator, Policy Gate, or evaluation role. Use for agent-team repo creation even when the user only says they want a meta-agent or agent operating system.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-12 | ✗→✓ | ▲ Improved | -30% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -44% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 34% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -28% | 0% |
| case-17 | ✗→✓ | ▲ Improved | 0% | 0% |
policy, or parallel ownership is useful.
agents/10-single-agent-builder/agent.mdagents/20-multi-agent-team-builder/agent.mdagents/30-agentlas-packager/agent.mdskills/<capability>/SKILL.md for reusable procedures..agentlas/company-blueprint.json for topology.Return the role list, handoff direction, memory owner, policy owner, and eval owner.
Other measured skills in the registry, with their headline benchmark lift.