auto-model-selection
CommunitySmart model selection for doc verification.
Authormemect
Version1.0.0
Installs0
System Documentation
What problem does it solve?
这项技能提供在 KC 流水线中按需选择合适的工作LLM模型的经验和 heuristics,用于提升文档核验任务的成本与准确性。
Core Features & Use Cases
- 按需模型分层选择:给定任务复杂度、成本约束,自动或半自动确定 tier1/tier2/tier3 的模型,提升验证效率。
- 上下文与成本权衡:提供关于 200-400B MoE 模型与小模型在不同任务中的适用性判断,帮助在多服务商之间做取舍。
- Use Case: 当规则集合需要多步推理且文档量大时,优先选取 DeepSeek/GLM 等以提高准确性,同时控制成本。
Quick Start
Use Context7 to fetch current model facts and suggested tier allocations for document verification workflows.
Dependency Matrix
Required Modules
None requiredComponents
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: auto-model-selection Download link: https://github.com/memect/kc/archive/main.zip#auto-model-selection Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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