Lazy Skills: A Token-Efficient Approach to Dynamic Agent Capabilities

The article presents a method for AI agents to progressively load capabilities on-demand through a three-level system—metadata discovery, detailed documentation loading, and executable tool registration. This approach significantly reduces token usage in large language model contexts, enhances extensibility, and improves efficiency by isolating skills in subprocesses and using keyword-ba...

https://boliv.substack.com/p/lazy-skills-a-token-efficient-approach

Nano Banana can be prompt engineered for extremely nuanced AI image generation

The article highlights Nano Banana’s capability for exceptionally nuanced AI image generation, leveraging a large 32,768-token context window to enable highly detailed and controlled prompts. These features allow for precise adjustments and creative experimentation, pushing the boundaries of prompt engineering in AI art.

https://minimaxir.com/2025/11/nano-banana-prompts