Dynamic Model Selector
/install dynamic-model-selector
Dynamic Model Selector
Overview
This skill analyzes user queries to recommend the optimal AI model from available GitHub Copilot options, balancing performance, cost, and task requirements.
How to Use
- Provide the user query or task description.
- Run the classification script to analyze complexity.
- Choose the suggested model or adjust based on preferences.
Classification Criteria
- Simple tasks (short responses, basic chat): Use faster, free models like grok-code-fast-1.
- Complex reasoning (analysis, multi-step): Use advanced models like gpt-4o or claude-3.5-sonnet.
- Code generation: Prefer code-optimized models.
- Cost sensitivity: Favor free models when possible.
Example Usage
For a query like "Explain quantum computing": Classify as medium complexity -> Recommend gpt-4o.
For "Write a Python function to sort a list": Classify as code task -> Recommend grok-code-fast-1.
Resources
scripts/
classify_task.py: Analyzes the query and outputs model recommendation.
references/
models.md: Detailed list of available models, pros/cons, costs.
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install dynamic-model-selector - 安装完成后,直接呼叫该 Skill 的名称或使用
/dynamic-model-selector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
Dynamic Model Selector 是什么?
Dynamically select the best AI model for a task based on complexity, cost, and availability in GitHub Copilot. Use when deciding between free/paid models, or when you want automatic model routing based on query analysis. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 1180 次。
如何安装 Dynamic Model Selector?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install dynamic-model-selector」即可一键安装,无需额外配置。
Dynamic Model Selector 是免费的吗?
是的,Dynamic Model Selector 完全免费(开源免费),可自由下载、安装和使用。
Dynamic Model Selector 支持哪些平台?
Dynamic Model Selector 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 Dynamic Model Selector?
由 mpelissari(@mpelissari)开发并维护,当前版本 v1.0.0。