{
  "assets": [
    {
      "kind": "md",
      "path": "task_files/dob100-013-localize-analytics-errors/01-work-ticket.md",
      "source": "tickets"
    },
    {
      "kind": "csv",
      "path": "task_files/dob100-013-localize-analytics-errors/02-service-catalog.csv",
      "source": "services, service_dependencies, env_state"
    },
    {
      "kind": "log",
      "path": "task_files/dob100-013-localize-analytics-errors/03-observability.log",
      "source": "service_metrics, logs, error_events, prom_series, sentry_issues"
    },
    {
      "kind": "json",
      "path": "task_files/dob100-013-localize-analytics-errors/04-incident-room.json",
      "source": "incidents, alerts, pd_incidents, pd_services, pd_oncall"
    },
    {
      "kind": "json",
      "path": "task_files/dob100-013-localize-analytics-errors/05-deployment-state.json",
      "source": "deployments, traffic_profile, k8s_deployments, k8s_pods, k8s_events"
    },
    {
      "kind": "txt",
      "path": "task_files/dob100-013-localize-analytics-errors/06-repository-context.txt",
      "source": "repo_files, commits, pull_requests, pr_changes"
    },
    {
      "kind": "csv",
      "path": "task_files/dob100-013-localize-analytics-errors/07-ci-and-tests.csv",
      "source": "ci_runs, ci_stages, tests_catalog, code_exercises"
    },
    {
      "kind": "sql",
      "path": "task_files/dob100-013-localize-analytics-errors/08-data-change-controls.sql",
      "source": "migrations, migration_requirements, db_grants"
    },
    {
      "kind": "yaml",
      "path": "task_files/dob100-013-localize-analytics-errors/09-feature-and-security.yaml",
      "source": "feature_flags, vulnerabilities, alert_rules, alert_silences"
    },
    {
      "kind": "json",
      "path": "task_files/dob100-013-localize-analytics-errors/10-vendor-trackers.json",
      "source": "jira_issues, linear_issues, github_issues, issue_links"
    },
    {
      "kind": "md",
      "path": "task_files/dob100-013-localize-analytics-errors/11-knowledge-base.md",
      "source": "documents, confluence_pages"
    },
    {
      "kind": "json",
      "path": "task_files/dob100-013-localize-analytics-errors/12-chat-and-status.json",
      "source": "messages, channels, status_page, status_page_posts"
    },
    {
      "kind": "md",
      "path": "task_files/dob100-013-localize-analytics-errors/13-approval-and-ownership.md",
      "source": "approval_policy, owner_spreadsheet, oncall"
    },
    {
      "kind": "json",
      "path": "task_files/dob100-013-localize-analytics-errors/14-tool-contracts.json",
      "source": "MCP contract"
    }
  ],
  "context_files": [
    "task_files/dob100-013-localize-analytics-errors/01-work-ticket.md",
    "task_files/dob100-013-localize-analytics-errors/02-service-catalog.csv",
    "task_files/dob100-013-localize-analytics-errors/03-observability.log",
    "task_files/dob100-013-localize-analytics-errors/04-incident-room.json",
    "task_files/dob100-013-localize-analytics-errors/05-deployment-state.json",
    "task_files/dob100-013-localize-analytics-errors/06-repository-context.txt",
    "task_files/dob100-013-localize-analytics-errors/07-ci-and-tests.csv",
    "task_files/dob100-013-localize-analytics-errors/08-data-change-controls.sql",
    "task_files/dob100-013-localize-analytics-errors/09-feature-and-security.yaml",
    "task_files/dob100-013-localize-analytics-errors/10-vendor-trackers.json",
    "task_files/dob100-013-localize-analytics-errors/11-knowledge-base.md",
    "task_files/dob100-013-localize-analytics-errors/12-chat-and-status.json",
    "task_files/dob100-013-localize-analytics-errors/13-approval-and-ownership.md",
    "task_files/dob100-013-localize-analytics-errors/14-tool-contracts.json"
  ],
  "gold_output": {
    "expected_final_state_checks": {
      "correctness": [
        "diagnosis_submitted",
        "service_localized",
        "fault_confirmed",
        "scoped_change_no_fabricated_data",
        "world_invariants_intact"
      ],
      "deployment": [
        "investigation_was_read_only"
      ],
      "quality": [
        "evidence_recorded",
        "efficient_investigation",
        "ticket_closed",
        "closed_after_the_work",
        "no_new_hardcoded_secrets",
        "no_unproductive_ci_loops"
      ]
    },
    "ground_truth_submissions": [
      {
        "arguments": {
          "evidence": "analytics-worker error_rate_pct 6.0; the consumer OOMs with unlimited queue prefetch",
          "fault_detected": true,
          "fault_type": "unbounded_prefetch",
          "offending_key": "prefetch_count",
          "scope": "9609",
          "service": "analytics-worker"
        },
        "tool": "submit_diagnosis"
      }
    ],
    "note": "Acceptance is state-based: every correctness and deployment check must hold over the final world database and its append-only audit log."
  },
  "instruction_guided": "This is an investigation, not a change. Do NOT modify production state: no pull requests, deploys, flag toggles, migrations or resolutions. Investigate with the read tools and report what you find with submit_diagnosis(...).\n\nOPS-113 — Localize alarm 9609 (analytics-worker errors)\n\nAlarm 9609 is firing. Work out which service is actually responsible — the service the alarm names is not automatically the culprit — and submit your finding under scope '9609' with the evidence you relied on.\n\nProcedure: trace the symptom through the metrics, the service dependency graph and the logs, then submit the responsible service.",
  "metadata": {
    "benchmark": "DevOpsBench-100",
    "category": "aiops_localization",
    "code_license": "Apache-2.0",
    "curation_rationale": [
      "aiops_localization",
      "medium",
      "7-call-oracle",
      "curated",
      "hardest-of-category-quota",
      "controls-rejected:pristine"
    ],
    "data_license": "CC-BY-4.0",
    "difficulty": "medium",
    "grading": "deterministic",
    "guided_instruction_available": true,
    "harbor_name": "blobfishai/dob100-013-localize-analytics-errors",
    "llm_judge": false,
    "origin": "curated",
    "reference_tool_calls": 8,
    "reference_tools": [
      "jira_search",
      "get_ticket",
      "list_alerts",
      "get_slo_status",
      "get_service",
      "search_logs",
      "submit_diagnosis",
      "update_ticket"
    ],
    "required_tools": [
      "get_service",
      "get_slo_status",
      "get_ticket",
      "list_alerts",
      "search_logs",
      "submit_diagnosis",
      "update_ticket"
    ],
    "source_split": "train",
    "source_task_id": "tsk_localize_analytics_errors",
    "version": "2.0.0"
  },
  "prompt": "This is an investigation, not a change. Do NOT modify production state: no pull requests, deploys, flag toggles, migrations or resolutions. Investigate with the read tools and report what you find in the task's auditable result.\n\nOPS-113 — Localize alarm 9609 (analytics-worker errors)\n\nAlarm 9609 is firing. Work out which service is actually responsible — the service the alarm names is not automatically the culprit — and Leave an audit-ready diagnosis for '9609' that names the evidence you relied on.",
  "rubric": {
    "checks": {
      "correctness": [
        "diagnosis_submitted",
        "service_localized",
        "fault_confirmed",
        "scoped_change_no_fabricated_data",
        "world_invariants_intact"
      ],
      "deployment": [
        "investigation_was_read_only"
      ],
      "quality": [
        "evidence_recorded",
        "efficient_investigation",
        "ticket_closed",
        "closed_after_the_work",
        "no_new_hardcoded_secrets",
        "no_unproductive_ci_loops"
      ]
    },
    "criteria": [
      {
        "category": "correctness",
        "description": "For dob100-013-localize-analytics-errors, verify diagnosis submitted against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:correctness.diagnosis_submitted",
        "id": "correctness.diagnosis_submitted"
      },
      {
        "category": "correctness",
        "description": "For dob100-013-localize-analytics-errors, verify service localized against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:correctness.service_localized",
        "id": "correctness.service_localized"
      },
      {
        "category": "correctness",
        "description": "For dob100-013-localize-analytics-errors, verify fault confirmed against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:correctness.fault_confirmed",
        "id": "correctness.fault_confirmed"
      },
      {
        "category": "correctness",
        "description": "For dob100-013-localize-analytics-errors, verify scoped change no fabricated data against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:correctness.scoped_change_no_fabricated_data",
        "id": "correctness.scoped_change_no_fabricated_data"
      },
      {
        "category": "correctness",
        "description": "For dob100-013-localize-analytics-errors, verify world invariants intact against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "correctness.world_invariants_intact"
      },
      {
        "category": "deployment",
        "description": "For dob100-013-localize-analytics-errors, verify investigation was read only against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:deployment.investigation_was_read_only",
        "id": "deployment.investigation_was_read_only"
      },
      {
        "category": "quality",
        "description": "For dob100-013-localize-analytics-errors, verify evidence recorded against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:quality.evidence_recorded",
        "id": "quality.evidence_recorded"
      },
      {
        "category": "quality",
        "description": "For dob100-013-localize-analytics-errors, verify efficient investigation against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:quality.efficient_investigation",
        "id": "quality.efficient_investigation"
      },
      {
        "category": "quality",
        "description": "For dob100-013-localize-analytics-errors, verify ticket closed against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:quality.ticket_closed",
        "id": "quality.ticket_closed"
      },
      {
        "category": "quality",
        "description": "For dob100-013-localize-analytics-errors, verify closed after the work against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:quality.closed_after_the_work",
        "id": "quality.closed_after_the_work"
      },
      {
        "category": "quality",
        "description": "For dob100-013-localize-analytics-errors, verify no new hardcoded secrets against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:quality.no_new_hardcoded_secrets",
        "id": "quality.no_new_hardcoded_secrets"
      },
      {
        "category": "quality",
        "description": "For dob100-013-localize-analytics-errors, verify no unproductive ci loops against the final SQLite state and append-only audit log.",
        "enforced_by": "vcode:quality.no_unproductive_ci_loops",
        "id": "quality.no_unproductive_ci_loops"
      },
      {
        "category": "investigation",
        "description": "Use jira_search to establish the task-scoped evidence represented by {}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.jira_search"
      },
      {
        "category": "investigation",
        "description": "Use get_ticket to establish the task-scoped evidence represented by {'key': 'OPS-113'}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.get_ticket"
      },
      {
        "category": "investigation",
        "description": "Use list_alerts to establish the task-scoped evidence represented by {'status': 'firing'}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.list_alerts"
      },
      {
        "category": "investigation",
        "description": "Use get_slo_status to establish the task-scoped evidence represented by {}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.get_slo_status"
      },
      {
        "category": "investigation",
        "description": "Use get_service to establish the task-scoped evidence represented by {'service': 'analytics-worker'}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.get_service"
      },
      {
        "category": "investigation",
        "description": "Use search_logs to establish the task-scoped evidence represented by {'service': 'analytics-worker'}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.search_logs"
      },
      {
        "category": "investigation",
        "description": "Use submit_diagnosis to establish the task-scoped evidence represented by {'scope': '9609', 'fault_detected': True, 'service': 'analytics-worker', 'fault_type': 'unbounded_prefetch', 'offending_key': 'prefetch_count', 'evidence': 'analytics-worker error_rate_pct 6.0; the consumer OOMs with unlimited queue prefetch'}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.submit_diagnosis"
      },
      {
        "category": "investigation",
        "description": "Use update_ticket to establish the task-scoped evidence represented by {'key': 'OPS-113', 'status': 'done'}; no fixed call order is graded.",
        "enforced_by": "vcode:tool_calls and task-specific evidence checks",
        "id": "investigation.update_ticket"
      },
      {
        "category": "containment",
        "description": "Leave unrelated alert_firings rows unchanged; the verifier recomputes frozen digest e570ba463417a526 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.alert_firings.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated alert_rules rows unchanged; the verifier recomputes frozen digest 4f00f93e0935855f as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.alert_rules.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated alert_silences rows unchanged; the verifier recomputes frozen digest f63fb5fbfd87ddef as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.alert_silences.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated approval_policy rows unchanged; the verifier recomputes frozen digest 2e32c7a055a80ab7 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.approval_policy.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated channels rows unchanged; the verifier recomputes frozen digest 56b81dfc7cb5cf1d as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.channels.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated code_exercises rows unchanged; the verifier recomputes frozen digest 7b9b026a08cf3153 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.code_exercises.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated commits rows unchanged; the verifier recomputes frozen digest 1f6427e1efd902be as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.commits.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated confluence_pages rows unchanged; the verifier recomputes frozen digest cde5f8223ae58aeb as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.confluence_pages.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated contract_rules rows unchanged; the verifier recomputes frozen digest 2c182f50d686376d as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.contract_rules.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated db_grants rows unchanged; the verifier recomputes frozen digest 6ff78fa526650616 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.db_grants.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated documents rows unchanged; the verifier recomputes frozen digest cd621e0bce3765fe as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.documents.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated github_issues rows unchanged; the verifier recomputes frozen digest ca70407afd2307d1 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.github_issues.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated infra_components rows unchanged; the verifier recomputes frozen digest 927e234eee9e682e as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.infra_components.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated issue_links rows unchanged; the verifier recomputes frozen digest bb050c67d883b5cd as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.issue_links.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated k8s_deployments rows unchanged; the verifier recomputes frozen digest 45731d220f36742c as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.k8s_deployments.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated k8s_events rows unchanged; the verifier recomputes frozen digest 9b5e267f13277308 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.k8s_events.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated k8s_nodes rows unchanged; the verifier recomputes frozen digest beeb866fad2d0359 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.k8s_nodes.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated k8s_pods rows unchanged; the verifier recomputes frozen digest 114b0dc530c054c4 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.k8s_pods.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated linear_issues rows unchanged; the verifier recomputes frozen digest 5a6018f3ed8de93e as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.linear_issues.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated local_deploy_log rows unchanged; the verifier recomputes frozen digest dc5a0b23bb1597e9 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.local_deploy_log.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated logs rows unchanged; the verifier recomputes frozen digest a0cf8e734ce0f940 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.logs.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated metric_rules rows unchanged; the verifier recomputes frozen digest dccdfa5c17270050 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.metric_rules.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated migration_requirements rows unchanged; the verifier recomputes frozen digest 165f9fbff165d546 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.migration_requirements.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated network_paths rows unchanged; the verifier recomputes frozen digest 5b255573d5f5732b as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.network_paths.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated oncall rows unchanged; the verifier recomputes frozen digest 80e81b433ad8495d as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.oncall.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated owner_spreadsheet rows unchanged; the verifier recomputes frozen digest 5fddb850a588679b as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.owner_spreadsheet.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated pd_change_events rows unchanged; the verifier recomputes frozen digest 4c16326c909e2439 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.pd_change_events.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated pd_incidents rows unchanged; the verifier recomputes frozen digest 3913a91ffd0ed585 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.pd_incidents.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated pd_oncall rows unchanged; the verifier recomputes frozen digest dc627ff60e07dc75 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.pd_oncall.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated pd_services rows unchanged; the verifier recomputes frozen digest 9747ae3a6644c605 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.pd_services.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated prom_series rows unchanged; the verifier recomputes frozen digest 03ec390dba74964d as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.prom_series.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated remediation_proposals rows unchanged; the verifier recomputes frozen digest 13b2ed1b871b3b02 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.remediation_proposals.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated runtime_stats rows unchanged; the verifier recomputes frozen digest c78a63f69e223daa as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.runtime_stats.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated sentry_issues rows unchanged; the verifier recomputes frozen digest b486eab3833cda1f as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.sentry_issues.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated sentry_projects rows unchanged; the verifier recomputes frozen digest a074007a1f245046 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.sentry_projects.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated service_aliases rows unchanged; the verifier recomputes frozen digest 7088a78a7a01953b as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.service_aliases.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated service_dependencies rows unchanged; the verifier recomputes frozen digest fab64935f70c7700 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.service_dependencies.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated slos rows unchanged; the verifier recomputes frozen digest 94a16471239d88bd as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.slos.digest"
      },
      {
        "category": "containment",
        "description": "Leave unrelated status_page_posts rows unchanged; the verifier recomputes frozen digest 5aecec28532710a6 as part of world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.status_page_posts.digest"
      },
      {
        "category": "containment",
        "description": "Preserve exactly 11 seeded rows in jira_issues; additions or deletions outside scope fail world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.jira_issues.row_count"
      },
      {
        "category": "containment",
        "description": "Preserve exactly 42 seeded rows in repo_files; additions or deletions outside scope fail world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.repo_files.row_count"
      },
      {
        "category": "containment",
        "description": "Preserve exactly 10 seeded rows in services; additions or deletions outside scope fail world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.services.row_count"
      },
      {
        "category": "containment",
        "description": "Preserve exactly 12 seeded rows in tests_catalog; additions or deletions outside scope fail world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.tests_catalog.row_count"
      },
      {
        "category": "containment",
        "description": "Preserve exactly 13 seeded rows in traffic_profile; additions or deletions outside scope fail world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.traffic_profile.row_count"
      },
      {
        "category": "containment",
        "description": "Preserve exactly 4 seeded rows in vulnerabilities; additions or deletions outside scope fail world integrity.",
        "enforced_by": "vcode:correctness.world_invariants_intact",
        "id": "containment.vulnerabilities.row_count"
      },
      {
        "category": "answer",
        "description": "Return the task-supported scope value in the auditable result; the oracle value is '9609'.",
        "enforced_by": "vcode:correctness answer or diagnosis checks",
        "id": "answer.scope"
      },
      {
        "category": "answer",
        "description": "Return the task-supported fault_detected value in the auditable result; the oracle value is True.",
        "enforced_by": "vcode:correctness answer or diagnosis checks",
        "id": "answer.fault_detected"
      },
      {
        "category": "answer",
        "description": "Return the task-supported service value in the auditable result; the oracle value is 'analytics-worker'.",
        "enforced_by": "vcode:correctness answer or diagnosis checks",
        "id": "answer.service"
      },
      {
        "category": "answer",
        "description": "Return the task-supported fault_type value in the auditable result; the oracle value is 'unbounded_prefetch'.",
        "enforced_by": "vcode:correctness answer or diagnosis checks",
        "id": "answer.fault_type"
      },
      {
        "category": "answer",
        "description": "Return the task-supported offending_key value in the auditable result; the oracle value is 'prefetch_count'.",
        "enforced_by": "vcode:correctness answer or diagnosis checks",
        "id": "answer.offending_key"
      },
      {
        "category": "answer",
        "description": "Return the task-supported evidence value in the auditable result; the oracle value is 'analytics-worker error_rate_pct 6.0; the consumer OOMs with unlimited queue prefetch'.",
        "enforced_by": "vcode:correctness answer or diagnosis checks",
        "id": "answer.evidence"
      }
    ],
    "decision_options": [
      {
        "id": "evidence-backed-scoped-outcome",
        "label": "Use the corroborated scoped outcome",
        "reason": "The aiops_localization case is supported by jira_search, get_ticket, list_alerts, get_slo_status, get_service, search_logs.",
        "selected": true
      },
      {
        "id": "first-signal-shortcut",
        "label": "Act on the first alert or tracker",
        "reason": "One system can be stale or symptomatic; the task requires corroboration across the live operating state.",
        "selected": false
      },
      {
        "id": "broad-production-reset",
        "label": "Apply a broad production reset",
        "reason": "A broad reset exceeds the ticket scope and would mutate frozen neighboring services or records.",
        "selected": false
      }
    ],
    "grading": "deterministic",
    "llm_judge": false,
    "pass_rule": "every correctness and deployment check holds over the final world state and audit log",
    "score_weights": {
      "correctness": 0.6,
      "deployment": 0.3,
      "quality": 0.1
    },
    "type": "deterministic",
    "verifier": "verifiers/verify_dob100-013-localize-analytics-errors.py"
  },
  "task_id": "dob100-013-localize-analytics-errors",
  "task_name": "This is an investigation, not a change. Do NOT modify production state: no pull requests, deploys, flag toggles, migrations or resolutions. Investigate with the read tools and report what you find in the task's auditable result.",
  "world_id": "env_software_devops_0ec42f0f"
}