learner

To save reusable knowledge, summarize a non-trivial pattern observed during a chat and instruct the AI to save it as a skill. This captures domain-specific heuristics and decision criteria from the dialogue for future application.

Expertise modules contain domain-specific heuristics for iterative updates, while Workflow modules define stable actionable steps. Separating them allows refining decision criteria without altering the core process architecture.

You can capture heuristics from dialogue containing clear evidence, unambiguous triggering conditions, and a concrete, non-trivial skill. Conversations lacking actionable context or specific decision criteria cannot be effectively archived.

You archive extracted knowledge by formatting identified heuristics and actionable steps into Expertise or Workflow modules. This structure ensures the documented skills remain applicable across similar future contexts.

Update the Expertise section when discovering new decision criteria or heuristics, keeping the stable Workflow intact. This preserves core actionable steps while allowing iterative improvement of contextual guidance.