Agent Orchestration Multi Agent Optimize

dokhacgiakhoa/agent-orchestration-multi-agent-optimize

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

2k tokens

context cost

the whole folder, loaded on every use

files

instructions only

copies elsewhere

how many repositories repackaged it

505

stars on the repo

on the repository, not the skill itself

Install

one command, takes just this skill from the repository

npx skills add https://github.com/Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI --skill agent-orchestration-multi-agent-optimize

What comes with it

5 519 bytes besides the instruction

sub-skills/context-compression-algorithm.md

sub-skills/context.md

sub-skills/coordination-principles.md

sub-skills/core-capabilities.md

sub-skills/cost-tracking-example.md

sub-skills/key-strategies.md

sub-skills/llm-cost-management.md

sub-skills/observability-framework.md

sub-skills/optimization-spectrum.md

sub-skills/optimization-techniques.md

sub-skills/orchestration-framework.md

sub-skills/performance-acceleration.md

sub-skills/profiling-code-example.md

sub-skills/profiling-strategy.md

sub-skills/workflow-1-e-commerce-platform-optimization.md

sub-skills/workflow-2-enterprise-api-performance-enhancement.md

The instruction itself

23 sections, as written by the author

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

How to use it

Copy the folder

Take dokhacgiakhoa/agent-orchestration-multi-agent-optimize from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.