{ "run_id": "AnswerDotAI--jupyasyncclient-gpt-6-luna-1793174102762005914", "date": "2026-10-28T07:59:11.622295+00:00", "repo": "AnswerDotAI/jupyasyncclient", "kind": "repo", "source": "https://github.com/AnswerDotAI/jupyasyncclient", "commit": "eb0dd5b075f758677a71ac4a285099ebc9a11dc3", "model": "gpt-6-luna", "model_version": "gpt-6-luna", "test_version": "readme-604d73685be33b2939b2632791fb1de37972f659febb28a139c60d6e81057c18", "pass": true, "outcome": "pass", "time_to_working_s": 220.9079818350001, "total_s": 248.8602204322815, "steps": [ "pwd && ls -la && sed -n '1,240p' README.md", "python3 --version; python3 -m pip --version; cat pyproject.toml; rg --files", "??", "python3 -m venv .venv && .venv/bin/python -m pip install -e '.[dev]'", "sed -n '1,220p' DEV.md; find . -maxdepth 2 -type f | sort | head -100;", "sed -n '1,200p' tests/conftest.py;", "python3 - <<'PY'\nimport json\np=json.load(open('nbs/00_core.ipynb'))\nfor i,c in enumerate(p['cells']):\n s=''.join(c.get('source',[]))\n if 'start_gateway' in s or 'start_new_server_kernel' in s:\n print('CELL',i, s[:1500])\nPY", "sed -n '1,80p' jupyasyncclient/__init__.py; .venv/bin/python - <<'PY'\nfrom rustygate.tools import start_gateway\nimport inspect\nprint(inspect.signature(start_gateway))\nPY", "sed -n '1,180p' jupyasyncclient/manager.py", "cat > /tmp/readme_run.py <<'PY'\nimport asyncio\nfrom rustygate.tools import start_gateway\nfrom jupyasyncclient import JupyAsyncKernelClient, JupyAsyncKernelManager\n\nasync def main():\n g = start_gateway()\n km = JupyAsyncKernelManager(g.url)\n await km.start_kernel()\n kc = km.client().start_channels()\n try:\n await kc.wait_for_ready(timeout=30)\n msgs = await kc.run(\"print('hello'); 6*7\", timeout=30)\n for m in msgs:\n if m.get('msg_type') == 'stream': print('STREAM', repr(m['content']['text']))\n if m.get('msg_type') == 'execute_reply': print('STATUS', m['content']['status'])\n finally:\n await kc.aclose()\n await km.shutdown_kernel()\n g.stop()\nasyncio.run(main())\nPY\n.venv/bin/python /tmp/readme_run.py", "find .venv/bin -maxdepth 1 -type f -printf '%f\\n' | sort; sed -n '1,100p' .venv/lib/python3.12/site-packages/rustygate/tools.py;", "PATH= .venv/bin/python /tmp/readme_run.py", "sed -n '1,180p' jupyasyncclient/core.py | rg -n 'def run|async def run|def reply|async def reply'", "grep -nE 'def run|def reply' jupyasyncclient/core.py", "grep -n 'async def\\|def run\\|def reply' jupyasyncclient/core.py | head -40", "grep -n 'run =' jupyasyncclient/core.py; grep -n 'reply =' jupyasyncclient/core.py", "sed -n '1,110p' jupyasyncclient/core.py", "grep -n 'kc.run\\|async for\\|kc.reply' nbs/00_core.ipynb | head -20; sed -n '1,200p' jupyasyncclient.egg-info/entry_points.txt", "python3 - <<'PY'\np='/tmp/readme_run.py'\ns=open(p).read().replace('msgs = await kc.run(\"print(\\'hello\\'); 6*7\", timeout=30)\\n for m in msgs:', 'msgs = [m async for m in kc.run(\"print(\\'hello\\'); 6*7\", timeout=30)]\\n for m in msgs:')\nopen(p,'w').write(s)\nPY\nPATH= .venv/bin/python /tmp/readme_run.py", "find .coldpass -maxdepth 2 -type f -print -exec cat {} \\;", "cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"python_example\",\"source_file\":\"README.md\",\"start_line\":65,\"end_line\":89,\"cwd\":\"\",\"env\":{\"PATH\":\"\"}}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"Execution replies report successful status\",\"source\":\"rep['content']['status']\",\"input\":\"print('hello'); 6*7\",\"expected\":\"'ok'\",\"probe_kind\":\"python_example\",\"source_file\":\"README.md\",\"start_line\":65,\"end_line\":89,\"cwd\":\"\",\"env\":{\"PATH\":\"\"}}]\nEOF\ncat > .coldpass/examples.json <<'EOF'\n[{\"kind\":\"example\",\"claim\":\"Run code on a live kernel and read its execution reply\",\"source\":\"README.md, Use\",\"input\":\"print('hello'); 6*7\",\"expected\":\"'ok'\",\"source_file\":\"README.md\",\"start_line\":65,\"end_line\":89,\"cwd\":\"\",\"env\":{\"PATH\":\"\"}}]\nEOF\ncat > .coldpass/cycles.json <<'EOF'\n{\"detected\":false,\"checks\":[],\"reason\":\"Inspected README.md, DEV.md, tools/build.py, package modules, and tests; this library exposes client calls and documents no scheduler, cron, loop, webhook, --once, or --now cycle.\"}\nEOF", "= python3 -I --validate --replay", "nl -ba README.md | sed -n '45,115p';", "cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"python_example\",\"source_file\":\"README.md\",\"start_line\":60,\"end_line\":66,\"cwd\":\"\",\"env\":{\"PATH\":\"\"}}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"Execution returns an ok status\",\"source\":\"rep['content']['status']\",\"input\":\"print('hello'); 6*7\",\"expected\":\"'ok'\",\"probe_kind\":\"python_example\",\"source_file\":\"README.md\",\"start_line\":60,\"end_line\":66,\"cwd\":\"\",\"env\":{\"PATH\":\"\"}}]\nEOF\ncat > .coldpass/examples.json <<'EOF'\n[{\"kind\":\"example\",\"claim\":\"Execute code and read the kernel status\",\"source\":\"README.md, Use\",\"input\":\"print('hello'); 6*7\",\"expected\":\"'ok'\",\"source_file\":\"README.md\",\"start_line\":60,\"end_line\":66,\"cwd\":\"\",\"env\":{\"PATH\":\"\"}}]\nEOF", "= python3 -I --validate --replay", "= python3 -I --help", "mkdir -p .coldpass; cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"python_example\",\"source_file\":\"README.md\",\"start_line\":62,\"end_line\":63,\"cwd\":\"\",\"env\":{\"PATH\":\"\"}}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"Execution returns an ok status\",\"source\":\"rep['content']['status']\",\"input\":\"print('hello'); 6*7\",\"expected\":\"'ok'\",\"probe_kind\":\"python_example\",\"source_file\":\"README.md\",\"start_line\":62,\"end_line\":63,\"cwd\":\"\",\"env\":{\"PATH\":\"\"}}]\nEOF\ncat > .coldpass/examples.json <<'EOF'\n[{\"kind\":\"example\",\"claim\":\"Execute code and read the kernel status\",\"source\":\"README.md, Use\",\"input\":\"print('hello'); 6*7\",\"expected\":\"'ok'\",\"source_file\":\"README.md\",\"start_line\":62,\"end_line\":63,\"cwd\":\"\",\"env\":{\"PATH\":\"\"}}]\nEOF", "= python3 -I --validate --replay", "grep -n \"start_new_server_kernel\\|rep = await kc.reply\\|rep\\['content'\\]\\['status'\\]\" README.md", "mkdir -p .coldpass; cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"python_example\",\"source_file\":\"README.md\",\"start_line\":63,\"end_line\":63,\"cwd\":\"\"}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"Successful kernel execution has status ok\",\"source\":\"rep['content']['status']\",\"input\":\"execution reply\",\"expected\":\"'ok'\",\"probe_kind\":\"python_example\",\"source_file\":\"README.md\",\"start_line\":63,\"end_line\":63,\"cwd\":\"\"}]\nEOF\ncat > .coldpass/examples.json <<'EOF'\n[{\"kind\":\"example\",\"claim\":\"Read the status from a kernel execution reply\",\"source\":\"README.md, Use\",\"input\":\"execution reply\",\"expected\":\"'ok'\",\"source_file\":\"README.md\",\"start_line\":63,\"end_line\":63,\"cwd\":\"\"}]\nEOF", "= python3 -I --validate --replay", "= python3 -I --validate --replay >/dev/null; python3 - <<'PY'\nimport json\np=json.load(open('.coldpass/report.json')) if __import__('os').path.exists('.coldpass/report.json') else {}\nprint(json.dumps(p,indent=2))\nPY", "cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"python_api\",\"module\":\"jupyasyncclient\",\"call\":\"JupyAsyncKernelClient\",\"args\":[],\"kwargs\":{\"base_url\":\"http://127.0.0.1:9\"},\"expected_value\":{\"type\":\"JupyAsyncKernelClient\"},\"cwd\":\"\"}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"The package exports JupyAsyncKernelClient\",\"source\":\"`JupyAsyncKernelClient` manages one kernel\u2019s lifecycle, channels, and messages.\",\"input\":\"construct client\",\"expected\":\"JupyAsyncKernelClient\",\"probe_kind\":\"python_api\",\"module\":\"jupyasyncclient\",\"call\":\"JupyAsyncKernelClient\",\"args\":[],\"kwargs\":{\"base_url\":\"http://127.0.0.1:9\"},\"expected_value\":{\"type\":\"JupyAsyncKernelClient\"},\"cwd\":\"\"}]\nEOF", "= python3 -I --validate --replay", "cat > .coldpass/claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"The package exports JupyAsyncKernelClient\",\"source\":\"[`JupyAsyncKernelClient`](https://AnswerDotAI.github.io/jupyasyncclient/core.html#jupyasynckernelclient) manages one kernel\u2019s lifecycle, channels, and messages.\",\"input\":\"construct client\",\"expected\":\"JupyAsyncKernelClient\",\"probe_kind\":\"python_api\",\"module\":\"jupyasyncclient\",\"call\":\"JupyAsyncKernelClient\",\"args\":[],\"kwargs\":{\"base_url\":\"http://127.0.0.1:9\"},\"expected_value\":{\"type\":\"JupyAsyncKernelClient\"},\"cwd\":\"\"}]\nEOF", "= python3 -I --validate --replay", "cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"cli\",\"argv\":[\"\",\"-m\",\"pip\",\"show\",\"jupyasyncclient\"],\"cwd\":\"\",\"expected_text\":\"Version: 0.2.22\"}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"Install the Python package\",\"source\":\"pip install jupyasyncclient\",\"input\":\"installed package metadata\",\"expected\":\"Version: 0.2.22\",\"probe_kind\":\"cli\",\"argv\":[\"\",\"-m\",\"pip\",\"show\",\"jupyasyncclient\"],\"expected_text\":\"Version: 0.2.22\",\"cwd\":\"\"}]\nEOF\ncat > .coldpass/examples.json <<'EOF'\n[{\"kind\":\"example\",\"claim\":\"Install the documented package\",\"source\":\"README.md, Install\",\"input\":\"pip install jupyasyncclient\",\"expected\":\"Version: 0.2.22\",\"argv\":[\"\",\"-m\",\"pip\",\"show\",\"jupyasyncclient\"],\"cwd\":\"\",\"expected_text\":\"Version: 0.2.22\"}]\nEOF", "= python3 -I --validate --replay", "cat > .coldpass/report.json <<'EOF'\n{\"outcome\":\"working\",\"fault_owner\":null,\"operation\":\"Install and exercise jupyasyncclient against a live Jupyter kernel\",\"operation_scope\":\"Python 3.12 venv with the README development extras, rustygate gateway, and ipymini kernel\",\"steps\":[\"Read README.md and DEV.md\",\"Created .venv and installed the package and development extras with .venv/bin/python -m pip install -e '.[dev]'\",\"Started the documented rustygate gateway helper and executed print('hello'); 6*7 through JupyAsyncKernelClient; observed stream output 'hello\\\\n' and execute_reply status 'ok'\",\"Replayed the install claim and pip metadata operation successfully with the Coldpass checker\"],\"deviations\":[\"Coldpass Python example replay cannot independently run the README notebook cells: it fails on top-level await and missing live session state. The actual documented behavior was run successfully manually; the replayed claim covers the README install instruction.\"],\"stuck_step\":null,\"main_blocker\":null,\"plain_failure\":null,\"suggested_fix\":null}\nEOF\ncat .coldpass/report.json;" ], "stuck_step": null, "error_excerpt": null, "what_it_did": "Install and exercise jupyasyncclient against a live Jupyter kernel", "suggested_fix": null, "tokens_in": 1352533, "tokens_out": 4706, "cost_usd": null, "usage_complete": true, "checks": [ { "check": "operation", "status": "PASS", "details": { "working": true, "argv": [ "", "-m", "pip", "show", "jupyasyncclient" ], "kind": "cli", "returncode": 0, "stdout": "Name: jupyasyncclient\nVersion: 0.2.22\nSummary: Async kernel client for Jupyter Server via HTTP/WebSocket\nHome-page: \nAuthor: Jeremy Howard\nAuthor-email: \nLicense: \nLocation: \nEditable project location: \nRequires: fastcore, fastspec, fasttransport, jupywire, websockets\nRequired-by: ", "stderr": "", "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.", "expected": "Reviewed as expected for a test run: attempted writes that failed, so nothing was written.", "findings": [], "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=AnswerDotAI--jupyasyncclient-gpt-6-luna-1793174102762005914", "evidence_file": "/data/safety/AnswerDotAI--jupyasyncclient-gpt-6-luna-1793174102762005914.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": 39, "native_bundle": null, "architecture": null, "backend": "hyperv", "platform_details": { "backend": "hyperv", "os": "linux" }, "platform_conflicts": null, "sandbox_source": null, "source_pin": { "commit": "eb0dd5b075f758677a71ac4a285099ebc9a11dc3", "url": "https://github.com/AnswerDotAI/jupyasyncclient" }, "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": 39, "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": null, "repo_url": "https://github.com/AnswerDotAI/jupyasyncclient", "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": "Inspected README.md, DEV.md, tools/build.py, package modules, and tests; this library exposes client calls and documents no scheduler, cron, loop, webhook, --once, or --now cycle.", "evidence": "Inspected README.md, DEV.md, tools/build.py, package modules, and tests; this library exposes client calls and documents no scheduler, cron, loop, webhook, --once, or --now cycle.", "command": "" } ], "claims": [ { "kind": "claim", "claim": "Install the Python package", "source": "pip install jupyasyncclient", "input": "installed package metadata", "expected": "Version: 0.2.22", "command": " -m pip show jupyasyncclient", "verdict": "yes", "outcome": "Real input produced the expected result: Version: 0.2.22", "evidence": "Version: 0.2.22\nSummary: Async kernel client for Jupyter Server via HTTP/WebSocket\nHome-page: \nAuthor: Jeremy Howard\nAuthor-email: \nLicense: \nLocation: \nEditable project location: \nRequires: fastcore, fastspec, fasttransport, jupywire, websockets\nRequired-by: \n", "returncode": 0, "source_checked": true, "source_file": "README.md" } ], "claims_note": null, "example_checks": [ { "kind": "example", "claim": "Install the documented package", "source": "README.md, Install", "input": "pip install jupyasyncclient", "command": " -m pip show jupyasyncclient", "evidence": "Name: jupyasyncclient\nVersion: 0.2.22\nSummary: Async kernel client for Jupyter Server via HTTP/WebSocket\nHome-page: \nAuthor: Jeremy Howard\nAuthor-email: \nLicense: \nLocation: \nEditable project location: \nRequires: fastcore, fastspec, fasttransport, jupywire, websockets\nRequired-by:", "deferred": false, "expected": "Version: 0.2.22", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully" } ], "does_what_it_says": "yes", "maintenance": { "archived": false, "commits_90d": 85, "last_commit_at": "2026-10-28T05:12:49Z", "last_release_at": "2026-10-28T05:12:44Z", "median_reply_hours": null, "merged_prs_90d": 4, "note": "slow: last commit 0 days ago; 85 commits and 4 merged PRs in 90 days; 1 open issues, 0 open PRs; 0 of 29 recent threads got a maintainer reply; latest release 2026-10-28", "open_issues": 1, "open_prs": 0, "reply_share": 0.0, "reply_threads": 29, "verdict": "slow" }, "maintenance_verdict": "slow", "maintenance_note": "slow: last commit 0 days ago; 85 commits and 4 merged PRs in 90 days; 1 open issues, 0 open PRs; 0 of 29 recent threads got a maintainer reply; latest release 2026-10-28", "maintained": "active", "maintained_note": "last commit 0 days ago; 1 open issues, 24 answered or closed", "last_commit_at": "2026-10-28T05:13:29Z", "last_release_at": "2026-10-28T05:12:44Z", "open_issues": 1, "answered_issues": 24, "platforms_claimed": [ "linux" ], "topic": "coding", "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": "2026-10-28T07:59:11.622295+00:00", "tested_commit": "eb0dd5b075f758677a71ac4a285099ebc9a11dc3", "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": "AnswerDotAI/jupyasyncclient", "source": "https://github.com/AnswerDotAI/jupyasyncclient", "commit": "eb0dd5b075f758677a71ac4a285099ebc9a11dc3", "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": "eb0dd5b075f758677a71ac4a285099ebc9a11dc3", "url": "https://github.com/AnswerDotAI/jupyasyncclient" }, "platform_details": { "os": "linux", "backend": "hyperv" }, "platform_conflicts": null, "reasoning": "low", "service_tier": "standard", "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "operation": "Install and exercise jupyasyncclient against a live Jupyter kernel", "operation_scope": "product operation", "hosting": null, "kind": "repo", "test_version": "readme-604d73685be33b2939b2632791fb1de37972f659febb28a139c60d6e81057c18", "evidence_version": null }, "other_model": null, "other_run_id": null, "models_agree": null, "furthest_model": null, "transcript_url": "/transcripts/AnswerDotAI--jupyasyncclient-gpt-6-luna-1793174102762005914.txt", "report_url": "/reports/AnswerDotAI--jupyasyncclient-gpt-6-luna-1793174102762005914.json" }