bambu-studio-ai
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
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.
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。
将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。
Zero-Latency • No Restart • Runtime Switching
| 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 |
| 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 | ... |
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。
# 🧠 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 |...
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
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