Unverified50% confidenceOpinionExact time
Key skill directions for application development include large model related areas (fine-tuning, quantization, deployment, cluster usage) and agent related areas (frameworks such as MetaGPT and LangChain).
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/23/2026
First Seen
Valid until: 1/21/2027
Sources
Related Entities
Related Claims
UnverifiedThe key skills corresponding to each stage are: Prompt Engineering for the Prompt stage, RAG/vector retrieval for the Context stage, tool integration/MCP protocol for the Harness stage, and Loop Engineering for the Loop stage.75% similarUnverified这些技能本质上是预设好的提示词模板（Prompt Template）与工具调用组合，将特定业务场景最佳实践固化为可复用模块75% similarUnverifiedSkill 在底层实现上本质是将结构化指令注入到模型的上下文窗口中，类似于定制化的 System Prompt，但具备更好的模块化和复用性75% similarVerifiedSkills采用渐进式披露设计，平时只向模型提供技能的名称和描述，具体执行规则在需要时才加载74% similarUnverifiedIn agent frameworks, most model calls are not used to generate content but to make decisions (such as selecting tools, loading skills, security checks).74% similar
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