# local-forge

> local-forge — nymrel-local-agent-forge. Use this tool when you need to optimize AI model performance and reduce costs by routing tasks to local GPU models. Local-forge enables dynamic task routing via a heuristic classifier, providing real-time tracking of token dollar savings. Ideal for use cases requiring efficient resource allocation and cost minimization in AI model deployment.

Canonical page: https://skillsregistry.net/skills/nymrel-local-agent-forge  
JSON: https://api.skillsregistry.net/v1/skills/nymrel-local-agent-forge

## Description

Enables AI coding agents to route tasks to local GPU models via a dynamic heuristic classifier, tracking real-time token dollar savings.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-09-04

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** productivity
- **Updated:** 2026-09-04

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/u6tf26xp7i)
- **Repository:** <https://github.com/nymrel/local-agent-forge>

## 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": "nymrel-local-agent-forge"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/nymrel-local-agent-forge` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/nymrel-local-agent-forge/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