{ "checker": { "claims": [ { "claim": "The echo bot accepts a media WebSocket and echoes the caller's audio back", "command": " examples/probe.py ws://127.0.0.1:9002/stream --seconds 6", "evidence": "audio frames in, 5874 ms of audio, 0 control messages\n2026-10-27 14:03:06.765 | INFO | pipecat::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", "expected": "audio frames returned by the bot", "input": "6 seconds of silence streamed to ws://127.0.0.1:9002/stream by examples/probe.py", "kind": "claim", "outcome": "Real input produced the expected result: audio frames in", "returncode": 0, "source": "`examples/echo_bot.py` is the minimum that proves the path: a WebSocket server, this serializer,", "source_checked": true, "source_file": "README.md", "verdict": "yes" } ], "cycle_checks": [ { "claim": "Scheduled or looping main behavior", "command": "", "evidence": "Entry points inspected: examples/echo_bot.py, examples/probe.py, examples/agent_bot.py, src/pipecat_siphon/*. The package has no cron, scheduler, --once/--now flag or webhook loop. The echo bot is a long-running WebSocket server that waits for engine dials, which is idle waiting, not a product cycle. agent_bot's while-loops and scheduled callbacks need vendor API keys and were not run.", "expected": "identify the product trigger", "input": "source inspection", "kind": "cycle", "outcome": "Entry points inspected: examples/echo_bot.py, examples/probe.py, examples/agent_bot.py, src/pipecat_siphon/*. The package has no cron, scheduler, --once/--now flag or webhook loop. The echo bot is a long-running WebSocket server that waits for engine dials, which is idle waiting, not a product cycle. agent_bot's while-loops and scheduled callbacks need vendor API keys and were not run.", "source": "repository entry points", "verdict": "yes" } ], "details": { "argv": [ "", "examples/probe.py", "ws://127.0.0.1:9002/stream", "--seconds", "6" ], "kind": "cli", "needs_browser": false, "needs_credentials": false, "returncode": 0, "scope": "product operation", "stderr": "2026-10-27 14:02:59.333 | INFO | pipecat::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", "stdout": "start sent: stream probe-1, 16000 Hz, 20 ms ptime\nfirst audio frame after 202 ms\n6.0 s elapsed: 62 audio frames in, 5874 ms of audio, 0 control messages", "working": true }, "evidence_strength": "readme_checked", "example_checks": [ { "claim": "Offline test suite from the Development section", "command": " -m pytest -q", "deferred": false, "evidence": "er` instead.\n from pipecat.adapters.services.open_ai_adapter import OpenAILLMInvocationParams\n\ntests/test_conversation_call_events.py: 10 warnings\n DeprecationWarning: path is deprecated. Use files() instead. Refer to https://importlib-resources.readthedocs.io/en/latest/using.html#migrating-from-legacy for migration advice.\n with impresources.path(package_path, model_name) as f:\n\n-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html\n842 passed, 22 warnings in 39.02s", "expected": "all tests pass", "input": "pytest over the whole suite", "kind": "example", "outcome": "command completed successfully", "returncode": 0, "source": "README.md Development", "verdict": "yes" }, { "claim": "Lint check from the Development section", "command": " check .", "deferred": false, "evidence": "All checks passed!", "expected": "no lint findings", "input": "ruff check on the repository", "kind": "example", "outcome": "command completed successfully", "returncode": 0, "source": "README.md Development", "verdict": "yes" }, { "claim": "Type check from the Development section", "command": "", "deferred": false, "evidence": "Success: no issues found in 59 source files", "expected": "no type errors", "input": "mypy with the project configuration", "kind": "example", "outcome": "command completed successfully", "returncode": 0, "source": "README.md Development", "verdict": "yes" }, { "claim": "Echo bot example with probe client", "command": " examples/probe.py ws://127.0.0.1:9002/stream --seconds 6", "deferred": false, "evidence": "start sent: stream probe-1, 16000 Hz, 20 ms ptime\nfirst audio frame after 203 ms\n6.0 s elapsed: 62 audio frames in, 5874 ms of audio, 0 control messages\n2026-10-27 14:04:07.797 | INFO | pipecat::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", "expected": "audio frames returned", "input": "examples/probe.py against the running echo bot", "kind": "example", "outcome": "command completed successfully", "returncode": 0, "source": "README.md Example", "verdict": "yes" }, { "claim": "Integration harness", "command": "", "deferred": false, "evidence": "needs Docker (docker not installed in this guest); not run", "expected": "documented command completes successfully", "input": "", "kind": "example", "outcome": "needs Docker (docker not installed in this guest); not run", "source": "README.md Integration harness", "verdict": "blocked" }, { "claim": "Quickstart with a real phone number", "command": "", "deferred": false, "evidence": "needs Docker Compose and three API keys plus a SIP account; not run", "expected": "documented command completes successfully", "input": "", "kind": "example", "outcome": "needs Docker Compose and three API keys plus a SIP account; not run", "source": "README.md Quickstart: a real phone number", "verdict": "blocked" }, { "claim": "agent_bot example with STT/LLM/TTS", "command": "", "deferred": false, "evidence": "needs three vendor API keys and the pipecat vendor extras; not run", "expected": "documented command completes successfully", "input": "", "kind": "example", "outcome": "needs three vendor API keys and the pipecat vendor extras; not run", "source": "README.md Example", "verdict": "blocked" } ], "status": "PASS" }, "deviations": [ "Used a python3 -m venv at (Python 3.12.3) with pip install -e \".[dev]\" instead of the README's uv venv --python 3.13 .venv, because uv would need to fetch Python 3.13; the package requires only >=3.11. Invoked the venv's python -m pytest, ruff and mypy directly.", "Ran echo_bot.py on port 9002 by hand as a backend service (the README example uses 9001) and left it running until guest teardown; the probe and claim replay depend on it. The checker does not start it.", "integration/run.sh (README Integration harness) not run: Docker is not installed in the guest. Quickstart (docker compose) and agent_bot (needs three vendor API keys) also not run.", "No browser or CDP endpoint was needed; the product is not browser-based." ], "fault_owner": null, "main_blocker": null, "operation": "Install pipecat-siphon from the source checkout, run the echo bot WebSocket server, and stream audio to it with the documented probe client; run the documented offline test suite and lint/type checks", "operation_scope": "Linux guest, Python 3.12.3 (README requires 3.11+; CI tests 3.13 via uv, not used here), pipecat-ai 1.14.0 resolved by pip. No Docker, no SIP engine, no vendor API keys. Verified: serializer/bot path via echo bot + probe client, and the 842-test offline suite. Not verified: a live SIPhon engine call, the Docker integration harness, the quickstart, and the agent_bot LLM/STT/TTS chain.", "outcome": "working", "plain_failure": null, "steps": [ "python3 -m venv ", " -m pip install -e \".[dev]\" (in the workspace)", " examples/echo_bot.py --host 127.0.0.1 --port 9002 (kept running as backend)", " examples/probe.py ws://127.0.0.1:9002/stream --seconds 6 -> 62 audio frames in, 0 errors, exit 0", " -m pytest -q -> 842 passed", " check . -> All checks passed!", " -> Success: no issues found in 59 source files" ], "stuck_step": null, "suggested_fix": null }