#context-management

#context-management

When Anthropic introduced Claude Skills, they demonstrated how specialized instruction sets could transform AI assistants into domain experts. But not every developer can use Claude at work. Many companies have IT restrictions or security policies that prevent the use of a large LLM like Anthropic's. Or they may just want to avoid context-switching between a million different AI tools. Count me as one of those devs.

AI context as a reflection of human memory To make a large language model (LLM) truly useful, everything begins with context management. Context is more than a single prompt, it is the entire accumulation of conversation series. Every user input, combined with every AI response, forms the evolving environment in which meaning is created.