domains / families / agent-tooling / agent-orchestration-multi-agent-optimize

agent-orchestration-multi-agent-optimize

combined

Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.

When to use

• Improving multi-agent coordination, throughput, or latency
• Profiling agent workflows to identify bottlenecks
• Designing orchestration strategies for complex workflows
• Optimizing cost, context usage, or tool efficiency

When not to use

• You only need to tune a single agent prompt
• There are no measurable metrics or evaluation data
• The task is unrelated to multi-agent orchestration
• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

Skill page

Conflict

The sickn33 copy is a hardened, safer variant of the rmyndharis copy. It shares the same core structure and instructions but adds critical execution boundaries (disjoint write ownership, cooperative cancellation, context compression validation) and explicitly reframes the code examples as non-executable design sketches. It also corrects the cost optimization section to use verified provider catalogs rather than hardcoded prices. The rmyndharis copy is the original, less constrained version. Because the sickn33 copy contains material safety and implementation constraints that the rmyndharis copy lacks, and the rmyndharis copy presents the code as executable examples (a conflict in interpretation), crowning one would hide the other's specific approach to safety and code presentation.