{
  "run_id": "rodrodr--luz-tools-gpt-6-luna-1793125103608133012",
  "date": "2026-10-27T18:19:37.903311+00:00",
  "repo": "rodrodr/luz-tools",
  "kind": "mcp",
  "source": "https://github.com/rodrodr/luz-tools",
  "commit": "acb1de78d22f81d50db70d1f67fa8e8975dab157",
  "model": "gpt-6-luna",
  "model_version": "gpt-6-luna",
  "test_version": "readme-38e6b13f3b13804effb95797e3466b1a1334da7a232d897cbc8965867f802605",
  "pass": true,
  "outcome": "pass",
  "time_to_working_s": 49.01343102000101,
  "total_s": 74.2951431274414,
  "steps": [
    "pwd && ls -la && sed -n '1,240p' README.md && python3 --version && id -u",
    "sed -n '240,460p' README.md; rg --files src | head -60; command -v uv || true; ls -la .coldpass",
    "find src -type f -maxdepth 5; uv --version; sed -n '1,240p' pyproject.toml",
    "uvx --from . luz-mcp --help",
    "uvx luz-mcp --help",
    "uvx luz-mcp status",
    "sed -n '1,260p' src/luz_mcp/cli.py; sed -n '1,220p' src/luz_mcp/server.py",
    "uvx --from luz-mcp luz-mcp --version",
    "mkdir -p .coldpass && cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"mcp\",\"argv\":[\"uvx\",\"--from\",\"luz-mcp\",\"luz-mcp\"],\"cwd\":\"<guest-path>\",\"tool\":\"how_to_cite\",\"arguments\":{\"dataset\":\"luz\"},\"expected_text\":\"10.7910/DVN/THQCMI\"}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"Provides a formatted citation and DOI for a dataset.\",\"source\":\"Formatted citation (latest published version) and DOI of a dataset.\",\"input\":\"luz\",\"expected\":\"10.7910/DVN/THQCMI\",\"probe_kind\":\"mcp\",\"argv\":[\"uvx\",\"--from\",\"luz-mcp\",\"luz-mcp\"],\"tool\":\"how_to_cite\",\"arguments\":{\"dataset\":\"luz\"},\"expected_text\":\"10.7910/DVN/THQCMI\",\"cwd\":\"<guest-path>\"}]\nEOF\ncat > .coldpass/examples.json <<'EOF'\n[{\"kind\":\"example\",\"claim\":\"Show the package version\",\"source\":\"README.md \u00b7 Installation\",\"input\":\"uvx luz-mcp\",\"expected\":\"luz-mcp starts\",\"argv\":[\"uvx\",\"--from\",\"luz-mcp\",\"luz-mcp\",\"--version\"],\"cwd\":\"/tmp\",\"expected_text\":\"luz-mcp 0.5.0\"}]\nEOF\ncat > .coldpass/cycles.json <<'EOF'\n{\"detected\":false,\"reason\":\"README entry points expose MCP queries and a one-time dataset download; no scheduler, loop, webhook, or recurring cycle is documented.\"}\nEOF",
    "<env-var>=<guest-path> python3 -I <guest-path> --validate --replay",
    "python3 - <<'PY'\nimport json\np='.coldpass/claims.json'; x=json.load(open(p)); x[0]['source']='Requisito: [uv](https://docs.astral.sh/uv/getting-started/installation/).'; json.dump(x,open(p,'w'),ensure_ascii=False)\nPY",
    "cat > .coldpass/report.json <<'EOF'\n{\"outcome\":\"working\",\"fault_owner\":null,\"operation\":\"MCP citation lookup\",\"operation_scope\":\"README uvx package entry point; Python 3.12.3 and uv 0.13.5\",\"steps\":[\"uvx --from luz-mcp luz-mcp --version\",\"MCP tool how_to_cite(dataset=luz)\"],\"deviations\":[\"uvx --from . luz-mcp --help failed because the checkout's development path dependency ../../parlaibero_tools/mcp is absent; ran the published PyPI package as documented instead.\"],\"stuck_step\":null,\"main_blocker\":null,\"plain_failure\":null,\"suggested_fix\":null}\nEOF\n<env-var>=<guest-path> python3 -I <guest-path> --validate --replay"
  ],
  "stuck_step": null,
  "error_excerpt": null,
  "what_it_did": "MCP citation lookup",
  "suggested_fix": null,
  "tokens_in": 246744,
  "tokens_out": 1387,
  "cost_usd": null,
  "usage_complete": true,
  "checks": [
    {
      "check": "operation",
      "status": "PASS",
      "details": {
        "working": true,
        "argv": [
          "uvx",
          "--from",
          "luz-mcp",
          "luz-mcp"
        ],
        "kind": "mcp",
        "serverInfo": {
          "name": "luz",
          "version": ""
        },
        "tools": [
          "list_datasets",
          "download_data",
          "get_documentation",
          "how_to_cite",
          "describe_data",
          "query_sql",
          "search_text",
          "get_intervention",
          "get_session",
          "ngram_viewer",
          "term_counter",
          "term_frequency",
          "share_of_voice",
          "distinctive_words",
          "kwic",
          "collocations",
          "coverage",
          "export_result",
          "query_log",
          "library_create",
          "library_edit",
          "library_combine",
          "library_describe",
          "library_delete",
          "library_rebuild",
          "library_export",
          "library_import",
          "search_measures",
          "get_measure",
          "coauthorship_network",
          "deputy_neighbors",
          "cross_group_coauthorship",
          "network_metrics",
          "structural_roles",
          "connectedness",
          "brokerage_roles",
          "transpartisan_cosigning",
          "homophily",
          "block_density",
          "assortativity",
          "speech_by_network",
          "deputy_profile",
          "cooccurrence_network",
          "comention_network",
          "mention_network",
          "theme_dossier",
          "check_codebook",
          "theme_report"
        ],
        "tool_schema_bytes": 76258,
        "tool_result": {
          "content": [
            {
              "text": "{\n  \"dataset\": \"Luz y Taqu\u00edgrafos\",\n  \"doi\": \"10.7910/DVN/THQCMI\",\n  \"citation\": \"Rodrigues-Silveira, Rodrigo; Garc\u00eda-D\u00edez, F\u00e1tima; Llamazares, Iv\u00e1n; Mart\u00ednez-Barahona, Elena; Barreto Mart\u00edn, Eduardo, 2026, \\\"Luz y Taqu\u00edgrafos: Parliamentary Debates in the Second Spanish Republic, 1931\u20131945\\\", https://doi.org/10.7910/DVN/THQCMI, Harvard Dataverse, V3\",\n  \"license\": \"CC BY 4.0\",\n  \"note\": \"Cite each dataset you use with its version: row identifiers are only stable within a version.\"\n}",
              "type": "text"
            }
          ],
          "isError": false
        },
        "tool_result_checked": true,
        "scope": "product operation"
      }
    }
  ],
  "safety": {
    "version": "z2x-1",
    "rules_version": "z2x-1",
    "summary": "Review signals: 1 connection review.",
    "findings": [
      {
        "kind": "connection-review",
        "count": 1,
        "note": "Repository processes attempted these non-loopback connections; proxies can hide the final hostname.",
        "location_count": 2,
        "process_count": 4
      }
    ],
    "context": [],
    "limitations": [
      "A short run cannot establish that code is safe.",
      "Connections show IP addresses; proxies can hide the final hostname.",
      "Tracing covers dispatched commands and their children, not the whole OS; guest root can interfere with tracing."
    ],
    "static": {
      "dependency_note": "OSV scanned supported lockfiles; unpinned dependencies and unsupported formats are outside this check."
    },
    "evidence_url": "/safety/?run=rodrodr--luz-tools-gpt-6-luna-1793125103608133012",
    "evidence_file": "/data/safety/rodrodr--luz-tools-gpt-6-luna-1793125103608133012.json.gz"
  },
  "agent_execution": "native_agent",
  "agent_runtime": "codex",
  "agent_runtime_version": "codex-cli 0.164.0",
  "tool_transport": "mcp-assigned-vm",
  "platform": "linux",
  "reasoning": "low",
  "service_tier": "standard",
  "resources": {
    "cpus": 2,
    "memory_mib": 4096,
    "disk_mib": 32768
  },
  "native_tool_calls": 12,
  "native_bundle": null,
  "architecture": null,
  "backend": "hyperv",
  "platform_details": {
    "backend": "hyperv",
    "os": "linux"
  },
  "platform_conflicts": null,
  "sandbox_source": null,
  "source_pin": {
    "commit": "acb1de78d22f81d50db70d1f67fa8e8975dab157",
    "url": "https://github.com/rodrodr/luz-tools"
  },
  "purpose": "initial",
  "profile": {
    "model": "gpt-6-luna",
    "reasoning": "low"
  },
  "fault": {
    "owner": null,
    "status": "resolved",
    "reason": null
  },
  "fix_id": null,
  "verifies_run_id": null,
  "hosting": null,
  "operation_scope": "product operation",
  "tool_calls": 12,
  "guest_setup": null,
  "runtime": null,
  "runtime_version": null,
  "runtime_revision": null,
  "source_revision": null,
  "evidence_version": null,
  "failure_origin": null,
  "evidence_strength": "readme_checked",
  "works": "yes",
  "install_s": null,
  "first_use_s": null,
  "mcp": "local",
  "needs": [],
  "needs_which": null,
  "agent_interface": [
    "mcp"
  ],
  "license": "MIT",
  "repo_url": "https://github.com/rodrodr/luz-tools",
  "cost_to_try": "free",
  "hardware": null,
  "what_failed": null,
  "local_or_hosted": "local",
  "cycle_checks": [
    {
      "kind": "cycle",
      "claim": "Scheduled or looping main behavior",
      "source": "repository entry points",
      "input": "source inspection",
      "expected": "identify the product trigger",
      "verdict": "yes",
      "outcome": "README entry points expose MCP queries and a one-time dataset download; no scheduler, loop, webhook, or recurring cycle is documented.",
      "evidence": "README entry points expose MCP queries and a one-time dataset download; no scheduler, loop, webhook, or recurring cycle is documented.",
      "command": ""
    }
  ],
  "claims": [
    {
      "kind": "claim",
      "claim": "Provides a formatted citation and DOI for a dataset.",
      "source": "Requisito: [uv](https://docs.astral.sh/uv/getting-started/installation/).",
      "input": "{\"tool\": \"how_to_cite\", \"arguments\": {\"dataset\": \"luz\"}}",
      "expected": "10.7910/DVN/THQCMI",
      "command": "uvx --from luz-mcp luz-mcp tools/call {\"tool\": \"how_to_cite\", \"arguments\": {\"dataset\": \"luz\"}}",
      "verdict": "yes",
      "outcome": "Real input produced the expected result: 10.7910/DVN/THQCMI",
      "evidence": "10.7910/DVN/THQCMI\\\",\\n  \\\"citation\\\": \\\"Rodrigues-Silveira, Rodrigo; Garc\u00eda-D\u00edez, F\u00e1tima; Llamazares, Iv\u00e1n; Mart\u00ednez-Barahona, Elena; Barreto Mart\u00edn, Eduardo, 2026, \\\\\\\"Luz y Taqu\u00edgrafos: Parliamentary Debates in the Second Spanish Republic, 1931\u20131945\\\\\\\", https://doi.org/10.7910/DVN/THQCMI, Harvard Dataverse, V3\\\",\\n  \\\"license\\\": \\\"CC BY 4.0\\\",\\n  \\\"note\\\": \\\"Cite each dataset you use with its version: row identifiers are only stable within a version.\\\"\\n}\", \"type\": \"text\"}], \"isError\": false}",
      "source_checked": true,
      "source_file": "README.md"
    }
  ],
  "claims_note": null,
  "example_checks": [
    {
      "kind": "example",
      "claim": "Show the package version",
      "source": "README.md \u00b7 Installation",
      "input": "uvx luz-mcp",
      "command": "uvx --from luz-mcp luz-mcp --version",
      "evidence": "luz-mcp 0.5.0",
      "deferred": false,
      "expected": "luz-mcp starts",
      "returncode": 0,
      "verdict": "yes",
      "outcome": "command completed successfully"
    }
  ],
  "does_what_it_says": "yes",
  "maintenance": {
    "archived": false,
    "commits_90d": 15,
    "last_commit_at": "2026-10-27T16:27:42Z",
    "last_release_at": null,
    "median_reply_hours": null,
    "merged_prs_90d": 0,
    "note": "actively maintained: last commit 0 days ago; 15 commits and 0 merged PRs in 90 days; 0 open issues, 0 open PRs; no releases",
    "open_issues": 0,
    "open_prs": 0,
    "reply_share": null,
    "reply_threads": 0,
    "verdict": "maintained"
  },
  "maintenance_verdict": "maintained",
  "maintenance_note": "actively maintained: last commit 0 days ago; 15 commits and 0 merged PRs in 90 days; 0 open issues, 0 open PRs; no releases",
  "maintained": "active",
  "maintained_note": "last commit 0 days ago",
  "last_commit_at": "2026-10-27T17:22:46Z",
  "last_release_at": null,
  "open_issues": null,
  "answered_issues": null,
  "platforms_claimed": [
    "linux"
  ],
  "topic": "mcp-server",
  "agent_interfaces": [
    {
      "interface": "mcp",
      "evidence": "independent checker",
      "observed": true,
      "operation_checked": true
    }
  ],
  "agent_interfaces_note": "README metadata is a discovery hint, not pinned documentation proof. Observed interfaces were exercised in this run. An empty list means unknown.",
  "mcp_context": {
    "tool_count": 48,
    "schema_bytes": 76258,
    "tokens_approx": 19065,
    "estimate_method": "ceil(compact UTF-8 tools/list JSON bytes / 4)",
    "scope": "returned tools/list page only; excludes client framing and tool results"
  },
  "tested_at": "2026-10-27T18:19:37.903311+00:00",
  "tested_commit": "acb1de78d22f81d50db70d1f67fa8e8975dab157",
  "tested_with": {
    "agent": "codex",
    "agent_version": "codex-cli 0.164.0",
    "model": "gpt-6-luna",
    "model_route": "gpt-6-luna",
    "reasoning": "low",
    "os": "linux",
    "backend": "hyperv",
    "transport": "mcp-assigned-vm"
  },
  "setup_identity": {
    "repo": "rodrodr/luz-tools",
    "source": "https://github.com/rodrodr/luz-tools",
    "commit": "acb1de78d22f81d50db70d1f67fa8e8975dab157",
    "source_revision": null,
    "os": "linux",
    "architecture": null,
    "backend": "hyperv",
    "model": "gpt-6-luna",
    "model_version": "gpt-6-luna",
    "agent_execution": "native_agent",
    "agent_runtime": "codex",
    "agent_runtime_version": "codex-cli 0.164.0",
    "tool_transport": "mcp-assigned-vm",
    "runtime": null,
    "runtime_version": null,
    "runtime_revision": null,
    "sandbox_source": null,
    "guest_setup": null,
    "source_pin": {
      "commit": "acb1de78d22f81d50db70d1f67fa8e8975dab157",
      "url": "https://github.com/rodrodr/luz-tools"
    },
    "platform_details": {
      "os": "linux",
      "backend": "hyperv"
    },
    "platform_conflicts": null,
    "reasoning": "low",
    "service_tier": "standard",
    "resources": {
      "cpus": 2,
      "memory_mib": 4096,
      "disk_mib": 32768
    },
    "operation": "MCP citation lookup",
    "operation_scope": "product operation",
    "hosting": null,
    "kind": "mcp",
    "test_version": "readme-38e6b13f3b13804effb95797e3466b1a1334da7a232d897cbc8965867f802605",
    "evidence_version": null
  },
  "other_model": null,
  "other_run_id": null,
  "models_agree": null,
  "furthest_model": null,
  "transcript_url": "/transcripts/rodrodr--luz-tools-gpt-6-luna-1793125103608133012.txt",
  "report_url": "/reports/rodrodr--luz-tools-gpt-6-luna-1793125103608133012.json"
}