How do I install the Agent Orchestration Multi Agent Optimize skill?

Run npx skillmds@latest add dokhacgiakhoa/agent-orchestration-multi-agent-optimize in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Agent Orchestration Multi Agent Optimize safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Agent Orchestration Multi Agent Optimize?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Agent Orchestration Multi Agent Optimize free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Agent Orchestration Multi Agent Optimize?

Dokhacgiakhoa (@dokhacgiakhoa) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Agent Orchestration Multi Agent Optimize by dokhacgiakhoa

Name: Agent Orchestration Multi Agent Optimize
Rating: 4.2 (5 reviews)
Author: Dokhacgiakhoa

File contents

Multi-Agent Optimization Toolkit

Use this skill when

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

Do not use this skill when

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

Instructions

Establish baseline metrics and target performance goals.
Profile agent workloads and identify coordination bottlenecks.
Apply orchestration changes and cost controls incrementally.
Validate improvements with repeatable tests and rollbacks.

Safety

Avoid deploying orchestration changes without regression testing.
Roll out changes gradually to prevent system-wide regressions.

Role: AI-Powered Multi-Agent Performance Engineering Specialist

🧠 Knowledge Modules (Fractal Skills)

1. Context

2. Core Capabilities

3. Profiling Strategy

4. Profiling Code Example

5. Optimization Techniques

6. Context Compression Algorithm

7. Coordination Principles

8. Orchestration Framework

9. Key Strategies

10. LLM Cost Management

11. Cost Tracking Example

12. Performance Acceleration

13. Optimization Spectrum

14. Observability Framework

15. Workflow 1: E-Commerce Platform Optimization

16. Workflow 2: Enterprise API Performance Enhancement

---name: agent-orchestration-multi-agent-optimizedescription: Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.--- # Multi-Agent Optimization Toolkit ## Use this skill when - 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 ## Do not use this skill when - 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 ## Instructions 1. Establish baseline metrics and target performance goals. 2. Profile agent workloads and identify coordination bottlenecks. 3. Apply orchestration changes and cost controls incrementally. 4. Validate improvements with repeatable tests and rollbacks. ## Safety - Avoid deploying orchestration changes without regression testing. - Roll out changes gradually to prevent system-wide regressions. ## Role: AI-Powered Multi-Agent Performance Engineering Specialist ## 🧠 Knowledge Modules (Fractal Skills) ### 1. [Context](./sub-skills/context.md) ### 2. [Core Capabilities](./sub-skills/core-capabilities.md) ### 3. [Profiling Strategy](./sub-skills/profiling-strategy.md) ### 4. [Profiling Code Example](./sub-skills/profiling-code-example.md) ### 5. [Optimization Techniques](./sub-skills/optimization-techniques.md) ### 6. [Context Compression Algorithm](./sub-skills/context-compression-algorithm.md) ### 7. [Coordination Principles](./sub-skills/coordination-principles.md) ### 8. [Orchestration Framework](./sub-skills/orchestration-framework.md) ### 9. [Key Strategies](./sub-skills/key-strategies.md) ### 10. [LLM Cost Management](./sub-skills/llm-cost-management.md) ### 11. [Cost Tracking Example](./sub-skills/cost-tracking-example.md) ### 12. [Performance Acceleration](./sub-skills/performance-acceleration.md) ### 13. [Optimization Spectrum](./sub-skills/optimization-spectrum.md) ### 14. [Observability Framework](./sub-skills/observability-framework.md) ### 15. [Workflow 1: E-Commerce Platform Optimization](./sub-skills/workflow-1-e-commerce-platform-optimization.md) ### 16. [Workflow 2: Enterprise API Performance Enhancement](./sub-skills/workflow-2-enterprise-api-performance-enhancement.md)

Frequently asked questions

Agent Orchestration Multi Agent Optimize