recipe-agent-team-compound-learning

Gather evidence from run summaries, task records, event logs, and artifacts after non-trivial agent-team runs, then generate a run-scoped compound-learning artifact to accelerate future workflows.

A compound-learning artifact is a run-scoped markdown file summarizing reusable patterns from non-trivial runs like bug fixes, architecture decisions, or planning iterations, needed when you want to reduce rework and speed up future tasks.

No, this is not for active implementation, uncertain outcomes, or trivial fixes; it applies only after meaningful agent-team runs, tasks, reviews, debugging sessions, architecture decisions, and planning iterations are complete.

Summarize run evidence from tasks, reviews, and artifacts to generate the run-scoped compound-learning artifact, which can then propose or create a durable solution doc under the docs/solutions/ directory for broader reuse.

The best way to link run learnings is to generate the compound-learning artifact at _workspace/{run_id}/compound-learning.md, which automatically connects the summarized evidence to relevant run components for quick reuse in planning and execution.