# Swarm-Context-Commander

> Swarm-Context-Commander — aah20-swarm-context-commander. Use this tool when you need to manage and orchestrate multiple AI agents, inspect agent memory, and engineer context for complex tasks. It solves problems of multi-agent coordination, context management, and performance benchmarking, providing inputs such as agent configurations and logical-fleet setups, and outputs like optimized agent performance and orchestrated task execution. Ideal for use cases requiring distributed AI systems, swarm intelligence, and scalable context management.

Canonical page: https://skillsregistry.net/skills/aah20-swarm-context-commander  
JSON: https://api.skillsregistry.net/v1/skills/aah20-swarm-context-commander

## Description

Inspectable AI agent memory, context engineering and multi-agent orchestration with an MCP server and logical-fleet benchmarks

## Trust

- **Trust score (0–1):** 0.80
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** Apache-2.0
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/AAH20/Swarm-Context-Commander)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "aah20-swarm-context-commander"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aah20-swarm-context-commander` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aah20-swarm-context-commander/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt