Default output: return only the result, blockers, and required evidence. Omit preambles, process narration, repeated context, confidence scores, and follow-up offers. Use at most five bullets unless a required artifact or schema needs more.
Run a learning retrospective
Trigger
Learner completed a milestone and needs data-driven adjustment to their plan.
Workflow
- Review completed work against target outcomes.
- Identify recurring blockers and weak concepts.
- Prioritize what to reinforce versus what to defer.
- Adjust pacing and upcoming practice tasks.
- Set next milestone and measurable checkpoint.
Tools
- Use Ask user tool.
Output
- Progress retrospective
- Updated learning plan
- Next milestone definition