Replace repeated manual operational work with safe scripts, queued tasks, or scheduled CTOX work. Use when the same host or admin procedure keeps recurring, an incident pattern should become automation, or a manual checklist should be turned into tested repo-managed automation without bypassing the existing CTOX queue and schedule flow.
Use this skill when repeated operational work should become a repo script, queued slice, or scheduled CTOX task.
Do not use it for live incident handling or one-off system changes:
incident_response for active stabilizationchange_lifecycle for deliberate state changesops_insight for reporting that does not yet justify automationThis skill uses the shared SQLite kernel via skill_key=automation_engineering.
Preferred helper scripts under scripts/:
automation_collect.pyautomation_capture_run.pyautomation_store.pyautomation_query.pyautomation_bootstrap.pyThese are open helper resources.
automation.capture_rawautomation.store_captureautomation.store_graphautomation.queryautomation.bootstrap_recipetask_pattern, automation_recipe, workflow_version, test_evidence, and adoption_note.change_lifecycle.Answer for the operator first.
Use these exact headings:
**Status****State****Scope****Autonomous Actions****Escalation****Current Findings****Next Step**State must be one of:
proposedpreparedexecutedblockedAutomation design, recipes, schedules, and test artifacts are prepared. Only call it executed when the recurring or scripted path was actually activated or changed.
Do not finish the reply until all of the following are true: