self-learning

name	self-learning
description	Post-task assessment that identifies opportunities to create new rules, skills, or index entries based on what was learned during execution.

Self-Learning Assessment

Trigger

After completing any task.

Decision Tree

Did this task involve:

• Fixing something that broke? → Create detection rule
• Doing something repetitive? → Create skill
• Finding something hard to find? → Create index entry
• None of above → No action needed

Questions to Ask

1. What broke or was missing?
2. Could a rule have prevented this?
3. Could a skill automate this next time?

If YES to 2 or 3 → create it NOW.