Overview
agent-orchestration-multi-agent-optimize is an open-source workflow skill for Claude Code and compatible agents, published by sickn33. Its author describes it as: “Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.”. The project has 47k stars on GitHub and is available under the MIT license. Add it to your setup with `/plugin marketplace add sickn33/agentic-awesome-skills`.
What agent-orchestration-multi-agent-optimize does
- 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
What’s inside
The SKILL.md for agent-orchestration-multi-agent-optimize is organised into these sections:
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Role: AI-Powered Multi-Agent Performance Engineering Specialist
- Context
- Core Capabilities
- Arguments Handling
- 1. Multi-Agent Performance Profiling
- Profiling Strategy
- Profiling Code Example
- 2. Context Window Optimization
Installation
Add agent-orchestration-multi-agent-optimize to your agent with:
/plugin marketplace add sickn33/agentic-awesome-skillsReview a skill’s source before installing it — skills can instruct your agent to run commands. This command comes from the skill’s public repository, which is the source of truth for setup steps. New to skills? Read how to install Claude Code skills.
Supported agents
- Claude Code — ships a claude code plugin marketplace
- Codex — declared in the repository topics
- Cursor — declared in the repository topics
- Gemini CLI — declared in the repository topics
- Antigravity — declared in the repository topics
License
agent-orchestration-multi-agent-optimize is published under the MIT license.
Strengths
- Clear MIT license — safe to read and adapt within its terms
- Ships in sickn33/agentic-awesome-skills, an established project with 46,693 GitHub stars
- Works with Claude Code, Codex, Cursor, Gemini CLI, Antigravity
- Actively maintained — repository updated in the last 30 days
- Its repository gained 2,482 GitHub stars over the last 52 days
Author
Topics
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Frequently asked questions
- What does agent-orchestration-multi-agent-optimize do?
- Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
- How do I install agent-orchestration-multi-agent-optimize?
- Run /plugin marketplace add sickn33/agentic-awesome-skills in your agent, then reload your skills. Review the source at https://github.com/sickn33/agentic-awesome-skills before installing.
- Is agent-orchestration-multi-agent-optimize free to use?
- Yes. agent-orchestration-multi-agent-optimize is free and open source under the MIT license, so you can read, run, and adapt it within that license's terms.
- Which agents does agent-orchestration-multi-agent-optimize work with?
- agent-orchestration-multi-agent-optimize lists Claude Code, Codex, Cursor, Gemini CLI, and Antigravity — named in its SKILL.md, its plugin marketplace or its repository topics. Skills use the portable SKILL.md format, so other agents that read that format may load it too.
- Where does agent-orchestration-multi-agent-optimize come from?
- agent-orchestration-multi-agent-optimize ships inside sickn33/agentic-awesome-skills, a repository that contains 70 catalogued skills in total. The repository's 46,693 GitHub stars apply to that whole collection, not to this skill on its own.