continuous-learning

To turn client feedback into reusable knowledge management rules, you provide post-delivery learning samples to codify insights into stable SKILL.md updates, ensuring future tasks follow updated guidance.

Automating process improvement from delivery issues involves consolidating feedback into existing skills or creating new ones, applying trigger conditions and sample handling directly into the skill documentation.

You update skill documentation to prevent recurring project maintenance problems by embedding summarized differences from client feedback into the target skill's SKILL.md frontmatter and narrative.

Yes, continuous learning allows you to consolidate feedback into existing skills without coding by applying new rules with trigger conditions directly into the SKILL.md frontmatter and narrative.

When creating new skills from client feedback, limitations include ensuring new rules include specific trigger conditions, correct handling of samples, and proper documentation into the target skill's SKILL.md frontmatter and narrative.