
12/05/2025
The SIFT method is for quickly deciding whether a source is worthy of your attention. Its creator, Mike Caulfield, has created a preamble prompt GenAI called the SIFT Toolbox: https://checkplease.neocities.org/
Here is his blog post introducing it: https://mikecaulfield.substack.com/p/sift-toolbox-for-claude-and-chatgpt
Sensemaking with SIFT ToolboxExploring a different way to use LLMs SIFT Toolbox is a lengthy instruction prompt that outperforms unmodified LLMs in multiple dimensions. You paste it in at the beginning of a chat session (or add it to project instructions) to make the LLM act differently.With the pro...