{
  "name": "cicd_failure_diagnostician",
  "description": "Paste a failed CI log (GitHub Actions, CircleCI, etc.) and get: failure category, root cause in plain English, exact fix command or code change, and flaky test detection.",
  "input_schema": {
    "type": "object",
    "properties": {}
  }
}