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ls-devstral

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Run Devstral locally via LM Studio.

Software Engineering#claude code#coding agent#local llm#lm studio#devstral#mcp litecli#proxy routing
Authorahostbr
Version1.0.0
Installs0

System Documentation

What problem does it solve?

It enables running a local Devstral coding agent through LM Studio while keeping a Claude Code session functional via a local proxy router.

Core Features & Use Cases

  • Local Devstral agent execution: Routes a coding task to Devstral Small 2 hosted in LM Studio, returning local results.
  • Transparent Claude Code compatibility: Uses model_router.py on port 5111 to forward Devstral-targeted requests to LM Studio while routing other calls to Anthropic normally.
  • Optional tool-assisted workflows: Can discover and summarize LiteCLI tools (via litecli --json ...) to support MCP-backed actions during the session.
  • Fallback direct HTTP mode: Provides a direct LM Studio API query path when ANTHROPIC_BASE_URL is not set, suitable for simpler single-turn tasks.

Quick Start

Ask your agent to run Devstral locally by invoking /devstral with your coding request.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ls-devstral
Download link: https://github.com/ahostbr/liteharness/archive/main.zip#ls-devstral

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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