{
  "run_id": "siphon-project--pipecat-siphon-gpt-6-luna-1793114116903031296",
  "date": "2026-10-27T15:24:33.357976+00:00",
  "repo": "siphon-project/pipecat-siphon",
  "kind": "repo",
  "source": "https://github.com/siphon-project/pipecat-siphon",
  "commit": "725f3f6fc757dde55553e78ff224eee312f1b6bb",
  "model": "gpt-6-luna",
  "model_version": "gpt-6-luna",
  "test_version": "readme-38e6b13f3b13804effb95797e3466b1a1334da7a232d897cbc8965867f802605",
  "pass": true,
  "outcome": "pass",
  "time_to_working_s": 522.2615394049999,
  "total_s": 556.4548902511597,
  "steps": [
    "pwd; id -u; python3 --version; rg --files -g 'README*' -g 'pyproject.toml' -g 'package.json' -g 'Makefile' -g 'AGENTS.md' -g '.github/workflows/**' | head -80",
    "ls -la; find . -maxdepth 3 -type f | head -100",
    "sed -n '1,240p' README.md",
    "sed -n '240,520p' README.md",
    "tail -80 README.md; cat pyproject.toml; python3 -m pip --version; python3 -m venv --help >/dev/null; ls -la .coldpass",
    "python3 -m venv /tmp/siphon-venv && /tmp/siphon-venv/bin/pip install -e '.[dev]'",
    "sed -n '1,100p' examples/probe.py; sed -n '1,100p' examples/echo_bot.py; sed -n '1,100p' .github/workflows/ci.yaml",
    "sed -n '100,220p' examples/probe.py; sed -n '100,240p' examples/echo_bot.py",
    "cd <guest-path> && /tmp/siphon-venv/bin/python examples/echo_bot.py --host 127.0.0.1 --port 9001",
    "cd <guest-path> && nohup /tmp/siphon-venv/bin/python examples/echo_bot.py --host 127.0.0.1 --port 9001 >/tmp/siphon-echo.log 2>&1 </dev/null &",
    "cd <guest-path> && /tmp/siphon-venv/bin/python examples/probe.py ws://127.0.0.1:9001/stream --seconds 2",
    "mkdir -p .coldpass; cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"cli\",\"argv\":[\"/tmp/siphon-venv/bin/python\",\"examples/probe.py\",\"ws://127.0.0.1:9001/stream\",\"--seconds\",\"2\"],\"cwd\":\"<guest-path>\",\"expected_text\":\"first audio frame after\"}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"The echo example returns caller audio to the WebSocket client.\",\"source\":\"`examples/echo_bot.py` is the minimum that proves the path: a WebSocket server, this serializer,\\nand a processor that echoes the caller's audio back into the call.\",\"input\":\"The documented WebSocket probe sends a start envelope and silence to the echo server.\",\"expected\":\"The probe receives audio frames.\",\"probe_kind\":\"cli\",\"argv\":[\"/tmp/siphon-venv/bin/python\",\"examples/probe.py\",\"ws://127.0.0.1:9001/stream\",\"--seconds\",\"2\"],\"expected_text\":\"first audio frame after\",\"cwd\":\"<guest-path>\"}]\nEOF\ncat > .coldpass/examples.json <<'EOF'\n[{\"kind\":\"example\",\"claim\":\"Run the documented echo bot probe against the echo server.\",\"source\":\"README.md, Example\",\"input\":\"ws://127.0.0.1:9001/stream; 2 seconds\",\"expected\":\"Audio frames returned by the echo bot.\",\"argv\":[\"/tmp/siphon-venv/bin/python\",\"examples/probe.py\",\"ws://127.0.0.1:9001/stream\",\"--seconds\",\"2\"],\"cwd\":\"<guest-path>\",\"expected_text\":\"first audio frame after\"}]\nEOF\ncat > .coldpass/cycles.json <<'EOF'\n{\"detected\":false,\"reason\":\"README and examples inspected: this package is a WebSocket serializer and the echo example is event driven; it documents no scheduler or recurring cycle.\",\"checks\":[]}\nEOF",
    "<env-var>=<guest-path> python3 -I <guest-path> --validate --replay",
    "cat > .coldpass/report.json <<'EOF'\n{\"outcome\":\"working\",\"fault_owner\":null,\"operation\":\"Run the documented echo bot and probe its WebSocket audio response\",\"operation_scope\":\"Python 3.12.3 with the README-supported Python >=3.11; editable install with the documented development dependencies\",\"steps\":[\"Created /tmp/siphon-venv and installed the project with pip install -e '.[dev]'.\",\"Started examples/echo_bot.py on 127.0.0.1:9001.\",\"Ran examples/probe.py against ws://127.0.0.1:9001/stream for 2 seconds; received audio starting after about 203 ms, with 19 audio frames.\"],\"deviations\":[\"The echo server is long-running and exceeded the exec attempt ceiling when invoked in the foreground, so it was started with nohup for finite client probes.\"],\"stuck_step\":null,\"main_blocker\":null,\"plain_failure\":null,\"suggested_fix\":null}\nEOF"
  ],
  "stuck_step": null,
  "error_excerpt": null,
  "what_it_did": "Run the documented echo bot and probe its WebSocket audio response",
  "suggested_fix": null,
  "tokens_in": 518866,
  "tokens_out": 1842,
  "cost_usd": null,
  "usage_complete": true,
  "checks": [
    {
      "check": "operation",
      "status": "PASS",
      "details": {
        "working": true,
        "argv": [
          "/tmp/siphon-venv/bin/python",
          "examples/probe.py",
          "ws://127.0.0.1:9001/stream",
          "--seconds",
          "2"
        ],
        "kind": "cli",
        "returncode": 0,
        "stdout": "start sent: stream probe-1, 16000 Hz, 20 ms ptime\nfirst audio frame after 204 ms\n2.0 s elapsed: 19 audio frames in, 1800 ms of audio, 0 control messages",
        "stderr": "2026-10-27 15:24:10.967 | INFO     | pipecat:<module>:54 - \u14da\u160f\u15e2 Pipecat 1.14.0 (Python 3.12.3 (main, Aug 31 2026, 10:18:26) [GCC 13.3.0]) \u14da\u160f\u15e2",
        "needs_credentials": false,
        "needs_browser": false,
        "scope": "product operation"
      }
    }
  ],
  "safety": {
    "version": "z2x-1",
    "rules_version": "z2x-1",
    "summary": "No problems traced to this repository code in these checks. 2 static matches retained as context.",
    "expected": "Reviewed as expected for a test run: attempted writes that failed, so nothing was written.",
    "findings": [],
    "context": [
      {
        "kind": "hardcoded-secret",
        "count": 2,
        "note": "Gitleaks found a possible hardcoded secret; value withheld.",
        "location_count": 2
      }
    ],
    "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=siphon-project--pipecat-siphon-gpt-6-luna-1793114116903031296",
    "evidence_file": "/data/safety/siphon-project--pipecat-siphon-gpt-6-luna-1793114116903031296.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": 14,
  "native_bundle": null,
  "architecture": null,
  "backend": "hyperv",
  "platform_details": {
    "backend": "hyperv",
    "os": "linux"
  },
  "platform_conflicts": null,
  "sandbox_source": null,
  "source_pin": {
    "commit": "725f3f6fc757dde55553e78ff224eee312f1b6bb",
    "url": "https://github.com/siphon-project/pipecat-siphon"
  },
  "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": 14,
  "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": "none",
  "needs": [],
  "needs_which": null,
  "agent_interface": [
    "cli"
  ],
  "license": "MIT",
  "repo_url": "https://github.com/siphon-project/pipecat-siphon",
  "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 and examples inspected: this package is a WebSocket serializer and the echo example is event driven; it documents no scheduler or recurring cycle.",
      "evidence": "README and examples inspected: this package is a WebSocket serializer and the echo example is event driven; it documents no scheduler or recurring cycle.",
      "command": ""
    }
  ],
  "claims": [
    {
      "kind": "claim",
      "claim": "The echo example returns caller audio to the WebSocket client.",
      "source": "`examples/echo_bot.py` is the minimum that proves the path: a WebSocket server, this serializer,\nand a processor that echoes the caller's audio back into the call.",
      "input": "The documented WebSocket probe sends a start envelope and silence to the echo server.",
      "expected": "The probe receives audio frames.",
      "command": "/tmp/siphon-venv/bin/python examples/probe.py ws://127.0.0.1:9001/stream --seconds 2",
      "verdict": "yes",
      "outcome": "Real input produced the expected result: first audio frame after",
      "evidence": "first audio frame after 204 ms\n2.0 s elapsed: 19 audio frames in, 1800 ms of audio, 0 control messages\n2026-10-27 15:24:14.849 | INFO     | pipecat:<module>:54 - \u14da\u160f\u15e2 Pipecat 1.14.0 (Python 3.12.3 (main, Aug 31 2026, 10:18:26) [GCC 13.3.0]) \u14da\u160f\u15e2\n",
      "returncode": 0,
      "source_checked": true,
      "source_file": "README.md"
    }
  ],
  "claims_note": null,
  "example_checks": [
    {
      "kind": "example",
      "claim": "Run the documented echo bot probe against the echo server.",
      "source": "README.md, Example",
      "input": "ws://127.0.0.1:9001/stream; 2 seconds",
      "command": "/tmp/siphon-venv/bin/python examples/probe.py ws://127.0.0.1:9001/stream --seconds 2",
      "evidence": "start sent: stream probe-1, 16000 Hz, 20 ms ptime\nfirst audio frame after 203 ms\n2.0 s elapsed: 19 audio frames in, 1800 ms of audio, 0 control messages\n2026-10-27 15:24:18.695 | INFO     | pipecat:<module>:54 - \u14da\u160f\u15e2 Pipecat 1.14.0 (Python 3.12.3 (main, Aug 31 2026, 10:18:26) [GCC 13.3.0]) \u14da\u160f\u15e2",
      "deferred": false,
      "expected": "Audio frames returned by the echo bot.",
      "returncode": 0,
      "verdict": "yes",
      "outcome": "command completed successfully"
    }
  ],
  "does_what_it_says": "yes",
  "maintenance": {
    "archived": false,
    "commits_90d": 44,
    "last_commit_at": "2026-10-27T09:16:08Z",
    "last_release_at": "2026-10-27T12:04:02Z",
    "median_reply_hours": null,
    "merged_prs_90d": 35,
    "note": "slow: last commit 0 days ago; 44 commits and 35 merged PRs in 90 days; 0 open issues, 1 open PRs; 0 of 12 recent threads got a maintainer reply; latest release 2026-10-27",
    "open_issues": 0,
    "open_prs": 1,
    "reply_share": 0.0,
    "reply_threads": 12,
    "verdict": "slow"
  },
  "maintenance_verdict": "slow",
  "maintenance_note": "slow: last commit 0 days ago; 44 commits and 35 merged PRs in 90 days; 0 open issues, 1 open PRs; 0 of 12 recent threads got a maintainer reply; latest release 2026-10-27",
  "maintained": "active",
  "maintained_note": "last commit 0 days ago",
  "last_commit_at": "2026-10-27T12:03:21Z",
  "last_release_at": "2026-10-27T12:04:02Z",
  "open_issues": null,
  "answered_issues": null,
  "platforms_claimed": [
    "linux"
  ],
  "topic": "creative",
  "agent_interfaces": [
    {
      "interface": "cli",
      "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": null,
  "tested_at": "2026-10-27T15:24:33.357976+00:00",
  "tested_commit": "725f3f6fc757dde55553e78ff224eee312f1b6bb",
  "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": "siphon-project/pipecat-siphon",
    "source": "https://github.com/siphon-project/pipecat-siphon",
    "commit": "725f3f6fc757dde55553e78ff224eee312f1b6bb",
    "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": "725f3f6fc757dde55553e78ff224eee312f1b6bb",
      "url": "https://github.com/siphon-project/pipecat-siphon"
    },
    "platform_details": {
      "os": "linux",
      "backend": "hyperv"
    },
    "platform_conflicts": null,
    "reasoning": "low",
    "service_tier": "standard",
    "resources": {
      "cpus": 2,
      "memory_mib": 4096,
      "disk_mib": 32768
    },
    "operation": "Run the documented echo bot and probe its WebSocket audio response",
    "operation_scope": "product operation",
    "hosting": null,
    "kind": "repo",
    "test_version": "readme-38e6b13f3b13804effb95797e3466b1a1334da7a232d897cbc8965867f802605",
    "evidence_version": null
  },
  "other_model": null,
  "other_run_id": null,
  "models_agree": null,
  "furthest_model": null,
  "transcript_url": "/transcripts/siphon-project--pipecat-siphon-gpt-6-luna-1793114116903031296.txt",
  "report_url": "/reports/siphon-project--pipecat-siphon-gpt-6-luna-1793114116903031296.json"
}