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Model Routing Middleware
作者
larios613-hub
· GitHub ↗
· v1.0.0
· MIT-0
50
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版本数
在 OpenClaw 中安装
/install model-routing-middleware
功能描述
Intelligent model selection middleware for AI agents. Route tasks to the best model, manage context, and cut API costs 40-70%.
使用说明 (SKILL.md)
Model Routing — Intelligent Model Selection Middleware
Automatically select the best LLM model and think mode based on task type, context size, and response confidence. Cut API costs 40-70% by routing simple tasks to fast models and complex tasks to capable ones.
How It Works
User message → Task Classifier → Model Router → Best Model → Response
↓
Low confidence? → Escalate to stronger model
Quick Start
# config.yaml
models:
casual_chat:
model: qwen3-14b
think: false
coding:
model: qwen-coder
think: true
reasoning:
model: deepseek-r1
think: true
long_context:
model: glm-5.1
think: false
from router import get_router
router = get_router()
result = await router.route("Write a Python web scraper")
# → Routes to qwen-coder with think=True
Features
- Task-type classification (coding, reasoning, chat, summarization)
- Per-model think mode configuration
- Confidence-based escalation (retry with stronger model)
- Context management and compaction at 55% threshold
- Hot-reload configuration (no restart needed)
- 83 tests passing
Cost Savings
| Task Type | Without Routing | With Routing | Savings |
|---|---|---|---|
| Casual chat | GPT-4 ($0.03/1K) | Qwen3-14B (local) | ~100% |
| Coding | GPT-4 ($0.03/1K) | Qwen-Coder (local) | ~95% |
| Hard reasoning | GPT-4 ($0.03/1K) | DeepSeek-R1 (local) | ~90% |
License
MIT
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install model-routing-middleware - 安装完成后,直接呼叫该 Skill 的名称或使用
/model-routing-middleware触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release - intelligent model selection, cost optimization, confidence escalation
元数据
常见问题
Model Routing Middleware 是什么?
Intelligent model selection middleware for AI agents. Route tasks to the best model, manage context, and cut API costs 40-70%. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 50 次。
如何安装 Model Routing Middleware?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install model-routing-middleware」即可一键安装,无需额外配置。
Model Routing Middleware 是免费的吗?
是的,Model Routing Middleware 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Model Routing Middleware 支持哪些平台?
Model Routing Middleware 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Model Routing Middleware?
由 larios613-hub(@larios613-hub)开发并维护,当前版本 v1.0.0。
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