{
  "schema_version": 1,
  "policy": "Generated output is never a source for a new application. Regenerate from canonical claims and normalized experience files.",
  "unsafe_do_not_reuse": [
    {
      "folder": "output/Apple_Data_Engineer",
      "reasons": [
        "fabricated LangChain",
        "unsupported petabyte scale",
        "overstated platform and agentic ownership"
      ]
    },
    {
      "folder": "output/Infineon_AI_Engineer",
      "reasons": [
        "fabricated LangChain"
      ]
    },
    {
      "folder": "output/Equinor_AI_Manager",
      "reasons": [
        "unsupported model serving and evaluation",
        "inflated responsible-AI and security ownership"
      ]
    },
    {
      "folder": "output/Microsoft_ISE_Senior_SWE",
      "reasons": [
        "unsupported model-evaluation skill",
        "customer-delivery framing exceeds verified evidence"
      ]
    },
    {
      "folder": "output/Kraken_SRE_AI_Agents",
      "reasons": [
        "Security Champion scope inflation",
        "stretch-role framing requires complete regeneration"
      ]
    },
    {
      "folder": "output/Kraken_AI_Infrastructure",
      "reasons": [
        "pre-canonical package",
        "agent-infrastructure bridges require revalidation"
      ]
    }
  ],
  "historical_revalidate": [
    "output/AkerBP_Data_Product_Architect",
    "output/BIS",
    "output/CitadelSecurities_PlatformEngineer",
    "output/Google_Business_Home",
    "output/Google_Senior_Data_Engineer",
    "output/Infineon",
    "output/Isovalent_DataEngineer",
    "output/KdoCy_DevOps_Data_Platform",
    "output/Microsoft_Principal_FDE_SWE",
    "output/NATO_AI_ENGINEER",
    "output/NVIDIA_SrDevOps_Zurich",
    "output/QuantCo_Cloud_Engineer",
    "output/RUAG_AI_Engineer_C5I",
    "output/SBB_DataEngineer_AssetMgmt",
    "output/Snowflake_Observe_Enterprise"
  ],
  "paused_no_package": [
    "output/Google_FDE_GenAI"
  ],
  "classification_default": "Any package folder NOT listed in this file defaults to historical_revalidate: never reuse a bullet from it without re-checking the claim against claims.json first. Recorded 2026-09-11 (review finding F17), which found 8 unclassified folders against 14 classified ones. The seven application packages among them were added to historical_revalidate; being recent is not the same as being verified, and none of them was re-read for this classification."
}