learning-skill
Trigger context
- milestone or project closeout
- recurring failure pattern detected
Required inputs
- project_slug
- retrospective_notes
- execution_logs
Output schema
- updated
decisions.md - reusable lessons summary
- follow-up improvement items
Quality checks
- every lesson links to observed evidence
- lessons are actionable and specific
- next-cycle improvements are prioritized
Failure behavior
- if evidence is weak, return evidence gaps first
Allowed side effects
- update
.project/projects/<slug>/decisions.md - append to project context/progress docs
Script hooks
bash .agents/scripts/query-log.sh --last 200bash .agents/scripts/pm/status.sh
Execution assets
references/runbook.mdtemplates/retrospective.mdtemplates/improvement-backlog.md