# Agent Lab

> Use this tool when you need to test and analyze agentic systems in a controlled environment, solving problems related to system behavior and performance optimization. It captures full behavior traces and allows variation of system prompts, models, and task prompts, providing inputs such as Docker sandboxes and outputs like detailed behavior traces. Ideal for use cases requiring isolated testing and debugging of complex systems, Agent Lab streamlines the development process by providing a comprehensive interface for experimentation and analysis.

Canonical page: https://skillsregistry.net/skills/shutovks-agent-lab-opencode  
JSON: https://api.skillsregistry.net/v1/skills/shutovks-agent-lab-opencode

## Description

Run and test agentic systems in isolated Docker sandboxes, varying system prompts, models, and task prompts while capturing full behavior traces via MCP tools.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/fi4cvmiiaz)
- **Repository:** <https://github.com/SkS-Other/agent-lab-opencode>

## 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": "shutovks-agent-lab-opencode"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/shutovks-agent-lab-opencode` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/shutovks-agent-lab-opencode/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