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  "headPath": "SKILL.md",
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    {
      "path": "SKILL.md",
      "content": "---\nname: equipment-risk-review\ndescription: Review equipment failure-risk predictions against dated evidence and a defined evaluation window.\n---\n\n# Equipment risk review\n\nUse this guidance when reviewing an equipment failure-risk prediction.\n\n1. Identify the equipment ID, prediction ID and the question being answered.\n2. Record the evidence cutoff and evaluation window before interpreting risk.\n3. Compare each observation timestamp with the cutoff. Flag observations newer\n   than the cutoff; do not present them as inputs to the original prediction.\n4. Separate the predicted probability from an observed equipment failure.\n5. Report missing evidence and the effect on what can be concluded.\n6. Follow references/review-checklist.md and use references/example-case.md\n   as the bounded comparison fixture.\n7. End with: identifiers, evidence timing, prediction versus observation,\n   missing information, and a proposed next check.\n\nDo not change the prediction, record an outcome, approve a write or claim that\nmaintenance was performed. Those actions require their own supported workflow.\n",
      "contentType": "text/markdown"
    },
    {
      "path": "references/review-checklist.md",
      "content": "# Review checklist\n\n- Equipment, prediction and saved forecaster revision are identified.\n- Evidence cutoff and evaluation window are recorded.\n- Observations after the cutoff are distinguished from original inputs.\n- Predicted probability is not treated as a confirmed failure.\n- Missing evidence and next checks are explicit.\n",
      "contentType": "text/markdown"
    },
    {
      "path": "references/example-case.md",
      "content": "# Example case\n\nThis is a fictional review fixture, not a real prediction record.\n\nEquipment: pump-17\nPrediction: fixture-prediction-001\nForecaster revision: fixture-revision-001\nEvidence cutoff: 2026-10-01T12:00:00Z\nEvaluation window: 2026-10-01T12:00:00Z to 2026-10-08T12:00:00Z\nPredicted probability of failure: 0.70\nObservation: vibration measurement at 2026-10-02T09:00:00Z\nObserved failure: not supplied\n\nExpected review: the vibration observation is after the evidence cutoff;\nit was not an input to the original prediction. A probability of 0.70 does\nnot establish that a failure occurred. Request evidence available at the cutoff\nand an observed outcome for the defined evaluation window.\n",
      "contentType": "text/markdown"
    }
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}