{
  "label": "Unexpected write during close prep (fictitious)",
  "session_role": "AF Finance Analyst MCP",
  "calls": [
    {"tool": "ns_getSessionInfo", "args": {}},
    {"tool": "ns_runSavedSearch", "args": {"searchId": "customsearch_af_open_periods"}},
    {"tool": "ns_createRecord", "args": {"recordType": "journalentry", "body": {"memo": "AI accrual"}}},
    {"tool": "ns_updateRecord", "args": {"recordType": "vendorbill", "id": "42", "body": {"memo": "changed by agent"}}}
  ]
}