learn

name	learn
description	Query, promote, prune, and export durable repo-scoped workflow learnings from the shared accelerator runtime.

Learn

Use this skill when a maintainer wants to inspect or curate repo-scoped workflow learnings stored in the shared accelerator runtime.

Responsibilities

1. Read durable learnings from the configured repo-scoped learnings store.
2. Query learnings by scope, skill, and state without rewriting records.
3. Promote a learning to active or prune it to pruned.
4. Keep lifecycle changes explicit and non-destructive.

Tooling

sirius learn query throughput-acceleration-workflow
sirius learn query throughput-acceleration-workflow --state active --skill ship --json
sirius learn promote L001
sirius learn prune L001
sirius learn export throughput-acceleration-workflow --state active

Guardrails

• Keep learnings supplemental to repo planning and execution artifacts.
• Do not hard-delete learnings during normal lifecycle changes.
• Default to the configured repo-scoped learnings file instead of ad hoc scratch files.
• Stop with a clear error when the requested learning ID does not exist.