Coordinate multiple AI agents for complex tasks — decomposition, delegation, and synthesis.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Multi-Agent Orchestration Skill
> Decompose complex problems into agent-appropriate subtasks, delegate effectively, and synthesize results.
## ⚠️ Rapid Evolution Domain
Multi-agent patterns are evolving rapidly. This skill captures stable patterns while acknowledging the field is in flux.
**Refresh triggers:**
- New orchestration frameworks (LangGraph, AutoGen, CrewAI releases)
- Claude/GPT native multi-agent features
- VS Code Copilot agent architecture changes
**Last validated:** February 2026
---
## Core Concepts
### When to Use Multi-Agent
| Scenario | Single Agent | Multi-Agent |
|----------|--------------|-------------|
| Simple code edit | ✅ | ❌ Overkill |
| Multi-file refactor | ✅ (if capable model) | ⚠️ Consider |
| Research + implement | ⚠️ Long context | ✅ Decompose |
| Cross-domain task | ❌ Context overload | ✅ Specialists |
| Parallel independent work | ❌ Sequential | ✅ Parallel agents |
### Agent Roles
| Role | Responsibility | Example |
|------|---------------|---------|
| **Orchestrator** | Decompose, delegate, synthesize | Main chat session |
| **Specialist** | Deep expertise in one domain | Security reviewer agent |
…
The line at the top of this page pins the label git:20260728.80a7ab6, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_xiwulmgfuzfwcnwu
GET https://markdownregistry.com/api/v1/resolve?ref=fabioc-aloha/alex_skill_mall/multi-agent-orchestration
GET https://markdownregistry.com/api/v1/blob/b04605b52580dde8ad1a0c46998b778a3812f802639395c085c8b37cda81d65a
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
fabioc-aloha/alex_skill_mall · .github/skills/source-inventory/SKILL.md · Maintain the source registry in sources/supported-stores.json — add a new third-party plugin store, retire one, refresh…
fabioc-aloha/alex_skill_mall · .github/skills/staleness-discipline/SKILL.md · Detect, classify, and prune stale source stores in the Mall — define what stale means and how to remove gracefully…
fabioc-aloha/alex_skill_mall · .github/skills/store-evaluation/SKILL.md · Evaluate a proposed store for inclusion in Alex_ACT_Plugin_Mall using a quality scorecard
fabioc-aloha/alex_skill_mall · plugins/3d-graphics/spline-3d-integration/skills/spline-3d-integration/SKILL.md · Use when adding interactive 3D scenes from Spline.design to web projects, including React embedding and runtime control…
fabioc-aloha/alex_skill_mall · plugins/academic-research/academic-paper-drafting/skills/academic-paper-drafting/SKILL.md · End-to-end academic paper drafting for CHI, HBR, journals, and conferences with venue-specific templates, drafting…
fabioc-aloha/alex_skill_mall · plugins/academic-research/academic-research/skills/academic-research/SKILL.md · Research project scaffolding, thesis/dissertation writing, literature reviews, publication workflows, and the AI…
jnpiyush/agentx · .github/skills/ai-systems/multi-agent-orchestration/SKILL.md · Design and operate multi-agent systems where several specialized LLM agents collaborate. Use when choosing between…
mehranqadirian/skills · agent-engineering/multi-agent-orchestration/SKILL.md · Designs and runs systems where several AI agents cooperate. Use whenever the user wants to split a task across agents…
int2t05/engineering-skills · skills/04-develop/multi-agent-orchestration/SKILL.md · Execute authorized agent work with explicit ownership and integration checks. Triggers on "parallel agents", "并行 agent".
