sirius-cc-wu/learn
skills/learn/SKILL.md
Query, promote, prune, and export durable repo-scoped workflow learnings from the shared accelerator runtime.
$ install --global
skillsauthnpx skillsauth add sirius-cc-wu/sirius-skills learnInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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TrivyContainer and dependency vulnerability scanner
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Last scanned: May 6, 2026, 4:44 AM97.0s15 files scanned
SKILL.md
- 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
- Read durable learnings from the configured repo-scoped learnings store.
- Query learnings by scope, skill, and state without rewriting records.
- Promote a learning to
activeor prune it topruned. - Keep lifecycle changes explicit and non-destructive.
Tooling
python3 skills/learn/scripts/learn.py query throughput-acceleration-workflow
python3 skills/learn/scripts/learn.py query throughput-acceleration-workflow --state active --skill ship --json
python3 skills/learn/scripts/learn.py promote L001
python3 skills/learn/scripts/learn.py prune L001
python3 skills/learn/scripts/learn.py 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.
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