{ "run_id": "siphon-project--pipecat-siphon-claude-haiku-5-5-1793109358355778535", "date": "2026-10-27T14:04:25.514750+00:00", "repo": "siphon-project/pipecat-siphon", "kind": "repo", "source": "https://github.com/siphon-project/pipecat-siphon", "commit": "725f3f6fc757dde55553e78ff224eee312f1b6bb", "model": "claude-haiku-5-5", "model_version": "claude-haiku-5-5", "test_version": "readme-d5b140d3c0f8b95c2dd6fe6fc381a303cacb92679582c22317d8e78b572f0cf2", "pass": true, "outcome": "pass", "time_to_working_s": 464.29081737399997, "total_s": 507.15893840789795, "steps": [ "cd && pwd && ls -la && id -u && python3 --version && git status 2>&1 | head -3 && cat README.md | head -c 6000", "cd && grep -n '^#' README.md | head -80; grep -n -i 'pytest\\|make \\|python -m\\|uv \\|pip install\\|run' README.md | head -60", "cd && sed -n 334,386p README.md; sed -n 536,610p README.md", "cd && ls .coldpass examples tests src/*; python3 -m venv --help >/dev/null 2>&1 && echo VENV_OK || echo NO_VENV; which uv; echo $CDP_URL; sed -n 1,20p pyproject.toml", "cd && python3 -m venv && -m pip install -q --upgrade pip 2>&1 | tail -3; cd && timeout 900 -m pip install -e \".[dev]\" 2>&1 | tail -5", "cd && cat examples/echo_bot.py | head -120; echo ----; head -40 examples/probe.py", "cd && sed -n 120,200p examples/echo_bot.py; echo ----; grep -n 'add_argument\\|def main\\|sys.exit\\|return 1\\|argparse' examples/probe.py | head -30", "mkdir -p && cd && (nohup examples/echo_bot.py --host 127.0.0.1 --port 9002 > 2>&1 &) ; sleep 8; cat | head -30; (ss -ltnp 2>/dev/null || netstat -ltnp) | grep 9002", "cd && timeout 60 examples/probe.py ws://127.0.0.1:9002/stream --seconds 6 2>&1 | tail -20; echo \"rc=${PIPESTATUS[0]}\"", "cd && timeout 900 -m pytest -q 2>&1 | tail -15; echo \"pytest rc=${PIPESTATUS[0]}\"", "cd && check . 2>&1 | tail -3; echo \"ruff rc=$?\"; format --check . 2>&1 | tail -2; timeout 600 2>&1 | tail -2; which docker || echo NO_DOCKER; grep -rn -i 'cron\\|schedul\\|--once\\|--now\\|while True\\|loop' README.md examples/*.py src/pipecat_siphon/*.py | head -15; sed -n 1,25p | head -5", "cd && cat > probe.json <<'EOF'\n{\"kind\":\"cli\",\"argv\":[\"\",\"examples/probe.py\",\"ws://127.0.0.1:9002/stream\",\"--seconds\",\"6\"],\"cwd\":\"\",\"expected_text\":\"audio frames in\"}\nEOF\ncat > claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"The echo bot accepts a media WebSocket and echoes the caller's audio back\",\"source\":\"`examples/echo_bot.py` is the minimum that proves the path: a WebSocket server, this serializer,\",\"input\":\"6 seconds of silence streamed to ws://127.0.0.1:9002/stream by examples/probe.py\",\"expected\":\"audio frames returned by the bot\",\"probe_kind\":\"cli\",\"argv\":[\"\",\"examples/probe.py\",\"ws://127.0.0.1:9002/stream\",\"--seconds\",\"6\"],\"expected_text\":\"audio frames in\",\"cwd\":\"\",\"env\":{}}]\nEOF\ncat > examples.json <<'EOF'\n[{\"kind\":\"example\",\"claim\":\"Offline test suite from the Development section\",\"source\":\"README.md Development\",\"input\":\"pytest over the whole suite\",\"expected\":\"all tests pass\",\"argv\":[\"\",\"-m\",\"pytest\",\"-q\"],\"cwd\":\"\",\"env\":{},\"expected_text\":\"842 passed\"},\n{\"kind\":\"example\",\"claim\":\"Lint check from the Development section\",\"source\":\"README.md Development\",\"input\":\"ruff check on the repository\",\"expected\":\"no lint findings\",\"argv\":[\"\",\"check\",\".\"],\"cwd\":\"\",\"env\":{},\"expected_text\":\"All checks passed!\"},\n{\"kind\":\"example\",\"claim\":\"Type check from the Development section\",\"source\":\"README.md Development\",\"input\":\"mypy with the project configuration\",\"expected\":\"no type errors\",\"argv\":[\"\"],\"cwd\":\"\",\"env\":{},\"expected_text\":\"Success: no issues found\"},\n{\"kind\":\"example\",\"claim\":\"Echo bot example with probe client\",\"source\":\"README.md Example\",\"input\":\"examples/probe.py against the running echo bot\",\"expected\":\"audio frames returned\",\"argv\":[\"\",\"examples/probe.py\",\"ws://127.0.0.1:9002/stream\",\"--seconds\",\"6\"],\"cwd\":\"\",\"env\":{},\"expected_text\":\"audio frames in\"},\n{\"kind\":\"example\",\"claim\":\"Integration harness\",\"source\":\"README.md Integration harness\",\"reason\":\"needs Docker (docker not installed in this guest); not run\"},\n{\"kind\":\"example\",\"claim\":\"Quickstart with a real phone number\",\"source\":\"README.md Quickstart: a real phone number\",\"reason\":\"needs Docker Compose and three API keys plus a SIP account; not run\"},\n{\"kind\":\"example\",\"claim\":\"agent_bot example with STT/LLM/TTS\",\"source\":\"README.md Example\",\"reason\":\"needs three vendor API keys and the pipecat vendor extras; not run\"}]\nEOF\ncat > cycles.json <<'EOF'\n{\"detected\":false,\"reason\":\"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.\",\"checks\":[]}\nEOF\nls -la /inputs/ 2>&1 | head; for f in probe claims examples cycles; do -I -c 'import json,sys;json.load(open(sys.argv[1]));print(\"ok\")' $f.json; done", "cd && = python3 -I --validate --replay 2>&1 | tail -60; echo \"rc=${PIPESTATUS[0]}\"", "cd && cat > report.json <<'EOF'\n{\"outcome\":\"working\",\"fault_owner\":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.\",\"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\"],\"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.\"],\"stuck_step\":null,\"main_blocker\":null,\"plain_failure\":null,\"suggested_fix\":null}\nEOF\n -I -c 'import json;json.load(open(\"report.json\"));print(\"report ok\")'; ls -la " ], "stuck_step": null, "error_excerpt": null, "what_it_did": "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", "suggested_fix": null, "tokens_in": 351601, "tokens_out": 12465, "cost_usd": 0.01695411, "usage_complete": true, "checks": [ { "check": "operation", "status": "PASS", "details": { "working": true, "argv": [ "", "examples/probe.py", "ws://127.0.0.1:9002/stream", "--seconds", "6" ], "kind": "cli", "returncode": 0, "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", "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", "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-claude-haiku-5-5-1793109358355778535", "evidence_file": "/data/safety/siphon-project--pipecat-siphon-claude-haiku-5-5-1793109358355778535.json.gz" }, "agent_execution": "native_agent", "agent_runtime": "claude-code", "agent_runtime_version": "2.1.310 (Claude Code)", "tool_transport": "mcp-assigned-vm", "platform": "linux", "reasoning": "low", "service_tier": null, "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": "test_rerun", "profile": { "model": "claude-haiku-5-5", "reasoning": "low" }, "fault": { "owner": null, "status": "resolved", "reason": null }, "fix_id": null, "verifies_run_id": "siphon-project--pipecat-siphon-claude-haiku-5-5-1793107654289638497", "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": "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.", "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.", "command": "" } ], "claims": [ { "kind": "claim", "claim": "The echo bot accepts a media WebSocket and echoes the caller's audio back", "source": "`examples/echo_bot.py` is the minimum that proves the path: a WebSocket server, this serializer,", "input": "6 seconds of silence streamed to ws://127.0.0.1:9002/stream by examples/probe.py", "expected": "audio frames returned by the bot", "command": " examples/probe.py ws://127.0.0.1:9002/stream --seconds 6", "verdict": "yes", "outcome": "Real input produced the expected result: audio frames in", "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", "returncode": 0, "source_checked": true, "source_file": "README.md" } ], "claims_note": null, "example_checks": [ { "kind": "example", "claim": "Offline test suite from the Development section", "source": "README.md Development", "input": "pytest over the whole suite", "command": " -m pytest -q", "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", "deferred": false, "expected": "all tests pass", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" }, { "kind": "example", "claim": "Lint check from the Development section", "source": "README.md Development", "input": "ruff check on the repository", "command": " check .", "evidence": "All checks passed!", "deferred": false, "expected": "no lint findings", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" }, { "kind": "example", "claim": "Type check from the Development section", "source": "README.md Development", "input": "mypy with the project configuration", "command": "", "evidence": "Success: no issues found in 59 source files", "deferred": false, "expected": "no type errors", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" }, { "kind": "example", "claim": "Echo bot example with probe client", "source": "README.md Example", "input": "examples/probe.py against the running echo bot", "command": " examples/probe.py ws://127.0.0.1:9002/stream --seconds 6", "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", "deferred": false, "expected": "audio frames returned", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" }, { "kind": "example", "claim": "Integration harness", "source": "README.md Integration harness", "input": "", "command": "", "evidence": "needs Docker (docker not installed in this guest); not run", "deferred": false, "expected": "documented command completes successfully", "verdict": "blocked", "outcome": "needs Docker (docker not installed in this guest); not run" }, { "kind": "example", "claim": "Quickstart with a real phone number", "source": "README.md Quickstart: a real phone number", "input": "", "command": "", "evidence": "needs Docker Compose and three API keys plus a SIP account; not run", "deferred": false, "expected": "documented command completes successfully", "verdict": "blocked", "outcome": "needs Docker Compose and three API keys plus a SIP account; not run" }, { "kind": "example", "claim": "agent_bot example with STT/LLM/TTS", "source": "README.md Example", "input": "", "command": "", "evidence": "needs three vendor API keys and the pipecat vendor extras; not run", "deferred": false, "expected": "documented command completes successfully", "verdict": "blocked", "outcome": "needs three vendor API keys and the pipecat vendor extras; not run" } ], "does_what_it_says": "yes", "maintenance": { "last_commit_at": "2026-10-27T09:16:08Z", "commits_90d": 44, "merged_prs_90d": 35, "open_issues": 0, "open_prs": 1, "reply_share": 0.0, "reply_threads": 12, "median_reply_hours": null, "last_release_at": "2026-10-27T12:04:02Z", "archived": false, "verdict": "slow", "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" }, "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": "2026-10-27T14:04:25.514750+00:00", "tested_commit": "725f3f6fc757dde55553e78ff224eee312f1b6bb", "tested_with": { "agent": "claude-code", "agent_version": "2.1.310 (Claude Code)", "model": "claude-haiku-5-5", "model_route": "claude-haiku-5-5", "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": "claude-haiku-5-5", "model_version": "claude-haiku-5-5", "agent_execution": "native_agent", "agent_runtime": "claude-code", "agent_runtime_version": "2.1.310 (Claude Code)", "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": null, "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "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": "product operation", "hosting": null, "kind": "repo", "test_version": "readme-d5b140d3c0f8b95c2dd6fe6fc381a303cacb92679582c22317d8e78b572f0cf2", "evidence_version": null }, "transcript_url": "/transcripts/siphon-project--pipecat-siphon-claude-haiku-5-5-1793109358355778535.txt", "report_url": "/reports/siphon-project--pipecat-siphon-claude-haiku-5-5-1793109358355778535.json" }