# claude-plugin

> claude-plugin — symbioza-claude-plugin. Use this tool when you need to run GPU-intensive jobs under a strict budget constraint, solving problems of cost overruns and unpredictable expenses in machine learning and deep learning projects. It takes in Claude Code and a specified dollar ceiling as inputs, and outputs the results of the GPU job while ensuring costs remain within the set limit. Ideal for use cases where budget control and predictability are crucial, such as in research, development, and production environments.

Canonical page: https://skillsregistry.net/skills/symbioza-claude-plugin  
JSON: https://api.skillsregistry.net/v1/skills/symbioza-claude-plugin

## Description

Cloud GPU jobs from Claude Code under a hard spending limit: fine-tuning, evals, batch inference. Plugin + MCP server.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-10-11

## Source

- **Source listing:** [GitHub](https://github.com/symbioza/claude-plugin)

## 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": "symbioza-claude-plugin"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/symbioza-claude-plugin` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/symbioza-claude-plugin/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