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smart-model-switcher-v2

Optimized Smart Model Switcher (v2) - Zero-latency, no restart required. Automatically selects and switches to the best available model for each task from your purchased plan. Runtime model selection with <100ms latency. Supports auto-detection of new models, multi-model parallel processing, and intelligent task classification. Always uses the strongest model within your plan.

davidme60 来源安装数☆ 0 仓库 Stars

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。

SkillHub CLI

skillhub install davidme6/smart-model-switcher-v2

打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。

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查看来源 ↗使用指南

技能说明

🧠 Smart Model Switcher V2 (Optimized)

Zero-Latency • No Restart • Runtime Switching

🎯 What's New in V2

Feature V1 V2
Restart Required ❌ Yes ✅ No
Switch Latency 5-10s <100ms
Model Preloading ❌ No ✅ Yes
Parallel Processing ❌ No ✅ Yes
Auto Model Discovery ❌ No ✅ Yes
Fallback Logic Basic Advanced
Performance Low High

🚀 New Features

1. Zero-Latency Switching
  • No gateway restart needed
  • Runtime model selection
  • <100ms switching latency
  • User-transparent operation
2. Model Preloading
  • All plan models preloaded at startup
  • Instant switching between models
  • No API connection delays
  • Connection pooling
3. Intelligent Task Classification
  • Multi-keyword detection
  • Context-aware analysis
  • Confidence scoring
  • Fallback to default if uncertain
4. Parallel Model Processing
  • Multiple models ready simultaneously
  • Fast failover if model unavailable
  • Load balancing across models
  • Automatic retry logic
5. Auto Model Discovery
  • Detects new models in your plan
  • Auto-updates model registry
  • No manual configuration needed
  • Real-time plan synchronization
6. Advanced Fallback
  • Multi-tier fallback chain
  • Graceful degradation
  • User notification on fallback
  • Logs all fallback events

📊 Model Selection Matrix (Optimized)

Task Type Primary Model Fallback 1 Fallback 2 Latency
写小说/创意写作 qwen3.5-plus qwen3.5-397b qwen-plus <50ms
写代码/编程 qwen3-coder-plus qwen3-coder-next qwen3.5-plus <50ms
复杂推理/数学 qwen3-max qwen3.5-plus qwen-plus <50ms
数据分析 qwen3.5-plus qwen3-max qwen-plus <50ms
日常对话 qwen3.5-plus qwen-plus qwen-turbo <30ms
长文档处理 qwen3.5-plus qwen3.5-397b qwen-plus <50ms
Debug/修复 qwen3-coder-plus ...

来源信息

Source
github
Repository
openclaw/skills
Path
skills/davidme6/smart-model-switcher-v2
Version
—
Commit
bb10066adcbf121d9b1f594066772f40bad93e46
分类来源
rules
状态
active
可见性
public

这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。

来源内容

SKILL.md
# 🧠 Smart Model Switcher V2 (Optimized)

**Zero-Latency • No Restart • Runtime Switching**

## 🎯 What's New in V2

| Feature | V1 | V2 |
|---------|----|----|
| **Restart Required** | ❌ Yes | ✅ No |
| **Switch Latency** | 5-10s | <100ms |
| **Model Preloading** | ❌ No | ✅ Yes |
| **Parallel Processing** | ❌ No | ✅ Yes |
| **Auto Model Discovery** | ❌ No | ✅ Yes |
| **Fallback Logic** | Basic | Advanced |
| **Performance** | Low | High |

## 🚀 New Features

### 1. Zero-Latency Switching
- No gateway restart needed
- Runtime model selection
- <100ms switching latency
- User-transparent operation

### 2. Model Preloading
- All plan models preloaded at startup
- Instant switching between models
- No API connection delays
- Connection pooling

### 3. Intelligent Task Classification
- Multi-keyword detection
- Context-aware analysis
- Confidence scoring
- Fallback to default if uncertain

### 4. Parallel Model Processing
- Multiple models ready simultaneously
- Fast failover if model unavailable
- Load balancing across models
- Automatic retry logic

### 5. Auto Model Discovery
- Detects new models in your plan
- Auto-updates model registry
- No manual configuration needed
- Real-time plan synchronization

### 6. Advanced Fallback
- Multi-tier fallback chain
- Graceful degradation
- User notification on fallback
- Logs all fallback events

## 📊 Model Selection Matrix (Optimized)

| Task Type | Primary Model | Fallback 1 | Fallback 2 | Latency |
|-----------|--------------|------------|------------|---------|
| **写小说/创意写作** | qwen3.5-plus | qwen3.5-397b | qwen-plus | <50ms |
| **写代码/编程** | qwen3-coder-plus | qwen3-coder-next | qwen3.5-plus | <50ms |
| **复杂推理/数学** | qwen3-max | qwen3.5-plus | qwen-plus | <50ms |
| **数据分析** | qwen3.5-plus | qwen3-max | qwen-plus | <50ms |
| **日常对话** | qwen3.5-plus | qwen-plus | qwen-turbo | <30ms |
| **长文档处理** | qwen3.5-plus | qwen3.5-397b | qwen-plus | <50ms |
| **Debug/修复** | qwen3-coder-plus |...

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