{ "run_id": "NVIDIA--NeMo-Relay-claude-haiku-5-5-1793159982403631219", "date": "2026-10-28T04:02:00.090639+00:00", "repo": "NVIDIA/NeMo-Relay", "kind": "repo", "source": "https://github.com/NVIDIA/NeMo-Relay", "commit": "7018fefc1b3d4ea4274cb9fbcf913b4e78241123", "model": "claude-haiku-5-5", "model_version": "claude-haiku-5-5", "test_version": "readme-c03644542c69939a9374958136a8b3431f7456269d3fb4b3c433785f59cfd637", "pass": true, "outcome": "pass", "time_to_working_s": 98.54436992899718, "total_s": 137.68692588806152, "steps": [ "cd && pwd && ls -la && id -u && python3 --version && (git status 2>&1 | head -3) && ls /inputs 2>&1 | head -20", "cd && cat README.md 2>/dev/null | head -c 7000", "cd && tail -c +7000 README.md | head -c 8000", "cd && ls .coldpass; cat | head -c 3000; echo; curl -s -m 10 -i $CDP_URL/json/version | head -20; echo \"rc=$?\"; python3 -m pip --version; which cargo rustc uv node npm 2>&1", "mkdir -p && cd && (python3 -m venv 2>&1 || (sudo -n apt-get -o DPkg::Lock::Timeout=300 install -y python3-venv > 2>&1; python3 -m venv )) && --version && install -q --upgrade pip 2>&1 | tail -3; echo done", "cd && timeout 900 install nemo-relay-cli-bin 2>&1 | tail -8; echo \"rc=${PIPESTATUS[0]}\"; ls | grep -i relay", "cd && export PATH= && nemo-relay --version; nemo-relay --help 2>&1 | head -60", "cd && export PATH= && nemo-relay run --help 2>&1 | head -40; echo ---; nemo-relay agents 2>&1 | head -20; echo ---; ls examples; ls python | head; grep -n \"nemo-relay run\\|plugins.toml\\|--config\" README.md | head", "cd && find examples -maxdepth 2 | head -60; echo ---; ls python/nemo_relay python/tests | head -40; echo ---; grep -n \"pytest\\|python -m\\|uv run\" justfile | head -20", "cd && cat examples/diagnostics/README.md | head -c 5000; echo; echo ---; grep -n \"\" examples/diagnostics/python.py | head -60", "cd && timeout 900 install \"nemo-relay==0.11.0\" 2>&1 | tail -4; echo \"rc=${PIPESTATUS[0]}\"; -c \"import nemo_relay,sys;print(nemo_relay.__file__)\" 2>&1 | tail -1", "cd && examples/diagnostics/python.py; echo \"rc=$?\"", "cd && export PATH= && export HOME=${HOME:-; echo HOME=$HOME; nemo-relay run --agent claude --dry-run --print 2>&1 | head -30; echo \"rc=$?\"; nemo-relay doctor --offline 2>&1 | head -40", "cd && grep -rn -i \"interval\\|cron\\|--once\\|webhook\\|sleep(\" python/nemo_relay/*.py | head -8; echo ---; grep -n \"injects host-specific hook\\|The transparent wrapper starts a local Relay gateway\\|Install the prebuilt CLI from PyPI\\|Run the Relay wrapper for the host CLI\" README.md; echo ---; node --version; -c \"import json\" && echo ok", "cd && cat > probe.json <<'EOF'\n{\"kind\":\"cli\",\"argv\":[\"\",\"run\",\"--agent\",\"claude\",\"--dry-run\",\"--print\"],\"cwd\":\"\",\"expected_text\":\"argv = claude --plugin-dir \"}\nEOF\ncat > claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"The transparent wrapper starts a local Relay gateway and injects host-specific hook settings for the launched agent process\",\"source\":\"The transparent wrapper starts a local Relay gateway, injects host-specific hook\",\"input\":\"nemo-relay run --agent claude --dry-run --print\",\"expected\":\"plan shows a temporary Claude Code plugin directory and settings\",\"probe_kind\":\"cli\",\"argv\":[\"\",\"run\",\"--agent\",\"claude\",\"--dry-run\",\"--print\"],\"cwd\":\"\",\"expected_text\":\"argv = claude --plugin-dir \"}]\nEOF\npython3 -m json.tool probe.json >/dev/null && python3 -m json.tool claims.json >/dev/null && echo valid", "cd && cat > examples.json <<'EOF'\n[{\"kind\":\"example\",\"claim\":\"Embedded diagnostics reader example runs through the Python binding\",\"source\":\"examples/diagnostics/README.md\",\"input\":\"examples/diagnostics/python.py\",\"expected\":\"exit 0 with internal assertions passing (silent)\",\"argv\":[\"\",\"examples/diagnostics/python.py\"],\"cwd\":\"\",\"env\":{}},\n{\"kind\":\"example\",\"claim\":\"Node.js diagnostics example\",\"source\":\"examples/diagnostics/README.md\",\"reason\":\"Node example needs the nemo-relay-node binding built from source and Node.js 24.13.1 or newer per README; guest has Node v22.23.4 and no build was done, so it was not run\"}]\nEOF\ncat > cycles.json <<'EOF'\n{\"detected\":false,\"reason\":\"Entry points inspected (nemo-relay CLI help, run/daemon/gateway commands, python/nemo_relay). The only periodic mechanism is the observability exporter timer export_interval_millis in python/nemo_relay/observability.py, which requires a configured exporter endpoint and is not a documented run-once/cron entry point; no README-documented product cycle was triggered.\",\"checks\":[]}\nEOF\nfor f in examples.json cycles.json; do python3 -m json.tool $f >/dev/null && echo \"$f valid\"; done", "cd && = PATH= timeout 900 python3 -I --validate --replay 2>&1 | tail -c 6000; echo \"rc=${PIPESTATUS[0]}\"", "cd && cat > report.json <<'EOF'\n{\"outcome\":\"working\",\"fault_owner\":null,\"operation\":\"Install the NeMo Relay CLI from PyPI and run its documented transparent-wrapper launch plan (nemo-relay run --agent claude --dry-run --print); run the documented Python diagnostics example.\",\"operation_scope\":\"Linux x86_64 guest, Python 3.12.3 venv at , nemo-relay-cli-bin 0.11.0 and nemo-relay 0.11.0 from PyPI. Not covered: a live Claude Code or Codex session (host agents not installed, no credentials), ATOF/ATIF output from a real agent run, and the Node.js example.\",\"steps\":[\"Checked CDP endpoint: GET $CDP_URL/json/version returned HTTP 200 (Chrome/155.0.8059.84). Not needed for this CLI product.\",\"python3 -m venv (Python 3.12.3)\",\"pip install nemo-relay-cli-bin (installed 0.11.0)\",\"nemo-relay --version -> nemo-relay 0.11.0\",\"nemo-relay run --agent claude --dry-run --print (README Quick Start CLI step 3 wrapper; dry run, no agent launched)\",\"pip install nemo-relay==0.11.0 (README Python API extra equivalent)\",\"python examples/diagnostics/python.py (documented in examples/diagnostics/README.md) -> exit 0\"],\"deviations\":[\"Used absolute venv paths () instead of a global nemo-relay on PATH.\",\"Ran the agent wrapper with --dry-run --print because the host agents claude/codex/pi are not installed in the guest and no credentials were available; a real agent run and its ATOF/ATIF files were not produced.\",\"Ran examples/diagnostics/python.py with the venv interpreter instead of 'uv run python' (uv sync would rebuild the project).\",\"Node example examples/diagnostics/node.cjs not run: needs nemo-relay-node built from source and Node.js 24.13.1+, guest has v22.23.4.\",\"The /inputs/coldpass-preflight.py path does not exist in this guest; used instead.\",\"No git metadata init was needed; the snapshot in the workspace was used as provided.\"],\"stuck_step\":null,\"main_blocker\":null,\"plain_failure\":null,\"suggested_fix\":\"For full evidence, install Claude Code or Codex in the guest and provide credentials, then run nemo-relay claude/codex through the wrapper and check .nemo-relay/atof/events.jsonl and .nemo-relay/atif/*.json as the README describes.\"}\nEOF\npython3 -m json.tool report.json >/dev/null && echo valid && ls -la " ], "stuck_step": null, "error_excerpt": null, "what_it_did": "Install the NeMo Relay CLI from PyPI and run its documented transparent-wrapper launch plan (nemo-relay run --agent claude --dry-run --print); run the documented Python diagnostics example.", "suggested_fix": null, "tokens_in": 454313, "tokens_out": 11473, "cost_usd": 0.017632270000000002, "usage_complete": true, "checks": [ { "check": "operation", "status": "PASS", "details": { "working": true, "argv": [ "", "run", "--agent", "claude", "--dry-run", "--print" ], "kind": "cli", "returncode": 0, "stdout": "agent = claude\ngateway_url = http://127.0.0.1:34699\nopenai_base_url = https://api.openai.com/v1\nopenai_auth = unset\nanthropic_base_url = https://api.anthropic.com\nanthropic_auth = unset\nmax_hook_payload_bytes = 20971520\nmax_passthrough_body_bytes = 104857600\nexporters = not_configured\nargv = claude --plugin-dir --settings \nenv.NEMO_RELAY_GATEWAY_URL = http://127.0.0.1:34699\nenv.NEMO_RELAY_TRANSPARENT_RUN = 1\n[excerpt truncated]", "stderr": "", "needs_credentials": false, "needs_browser": false, "scope": "product operation" } } ], "safety": { "version": "z2x-1", "rules_version": "z2x-1", "summary": "Review signals: 4 download and execute, 15 known vulnerability. 8 static matches retained as context.", "findings": [ { "kind": "download-and-execute", "count": 4, "note": "Source contains download and execute; review its purpose.", "location_count": 2 }, { "kind": "known-vulnerability", "count": 15, "note": "OSV reports a known vulnerability in this dependency version.", "location_count": 3 } ], "context": [ { "kind": "download-and-execute", "count": 1, "note": "Source contains download and execute; review its purpose.", "location_count": 1, "path": "integrations/pi/test/user-bash.test.mjs" }, { "kind": "hardcoded-secret", "count": 7, "note": "Gitleaks found a possible hardcoded secret; value withheld.", "location_count": 5 } ], "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=NVIDIA--NeMo-Relay-claude-haiku-5-5-1793159982403631219", "evidence_file": "/data/safety/NVIDIA--NeMo-Relay-claude-haiku-5-5-1793159982403631219.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": 18, "native_bundle": null, "architecture": null, "backend": "hyperv", "platform_details": { "backend": "hyperv", "os": "linux" }, "platform_conflicts": null, "sandbox_source": null, "source_pin": { "commit": "7018fefc1b3d4ea4274cb9fbcf913b4e78241123", "url": "https://github.com/NVIDIA/NeMo-Relay" }, "purpose": "initial", "profile": { "model": "claude-haiku-5-5", "reasoning": "low" }, "fault": { "owner": null, "status": "resolved", "reason": null }, "fix_id": null, "verifies_run_id": null, "hosting": null, "operation_scope": "product operation", "tool_calls": 18, "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": "Apache-2.0", "repo_url": "https://github.com/NVIDIA/NeMo-Relay", "cost_to_try": "free", "hardware": null, "what_failed": null, "local_or_hosted": "both", "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 (nemo-relay CLI help, run/daemon/gateway commands, python/nemo_relay). The only periodic mechanism is the observability exporter timer export_interval_millis in python/nemo_relay/observability.py, which requires a configured exporter endpoint and is not a documented run-once/cron entry point; no README-documented product cycle was triggered.", "evidence": "Entry points inspected (nemo-relay CLI help, run/daemon/gateway commands, python/nemo_relay). The only periodic mechanism is the observability exporter timer export_interval_millis in python/nemo_relay/observability.py, which requires a configured exporter endpoint and is not a documented run-once/cron entry point; no README-documented product cycle was triggered.", "command": "" } ], "claims": [ { "kind": "claim", "claim": "The transparent wrapper starts a local Relay gateway and injects host-specific hook settings for the launched agent process", "source": "The transparent wrapper starts a local Relay gateway, injects host-specific hook", "input": "nemo-relay run --agent claude --dry-run --print", "expected": "plan shows a temporary Claude Code plugin directory and settings", "command": " run --agent claude --dry-run --print", "verdict": "yes", "outcome": "Real input produced the expected result: argv = claude --plugin-dir ", "evidence": "argv = claude --plugin-dir --settings \nenv.NEMO_RELAY_GATEWAY_URL = http://127.0.0.1:33501\nenv.NEMO_RELAY_TRANSPARENT_RUN = 1\nenv.PATH = /usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:\nenv.NEMO_RELAY_PROXY_CREDENTIAL = \nenv.ANTHROPIC_CUSTOM_HEADERS = \nenv.ANTHROPIC_BASE_URL = http://127.0.0.1:33501\nnote = would generate a temporary Claude Code plugin directory\n", "returncode": 0, "source_checked": true, "source_file": "README.md" } ], "claims_note": null, "example_checks": [ { "kind": "example", "claim": "Embedded diagnostics reader example runs through the Python binding", "source": "examples/diagnostics/README.md", "input": "examples/diagnostics/python.py", "command": " examples/diagnostics/python.py", "evidence": "", "deferred": false, "expected": "exit 0 with internal assertions passing (silent)", "returncode": 0, "verdict": "yes", "outcome": "command completed successfully with no output" }, { "kind": "example", "claim": "Node.js diagnostics example", "source": "examples/diagnostics/README.md", "input": "", "command": "", "evidence": "Node example needs the nemo-relay-node binding built from source and Node.js 24.13.1 or newer per README; guest has Node v22.23.4 and no build was done, so it was not run", "deferred": false, "expected": "documented command completes successfully", "verdict": "blocked", "outcome": "Node example needs the nemo-relay-node binding built from source and Node.js 24.13.1 or newer per README; guest has Node v22.23.4 and no build was done, so it was not run" } ], "does_what_it_says": "yes", "maintenance": { "last_commit_at": "2026-10-28T00:59:18Z", "commits_90d": 903, "merged_prs_90d": 835, "open_issues": 0, "open_prs": 3, "reply_share": 0.45, "reply_threads": 11, "median_reply_hours": 5.4, "last_release_at": "2026-10-28T01:34:03Z", "archived": false, "verdict": "maintained", "note": "actively maintained: last commit 0 days ago; 903 commits and 835 merged PRs in 90 days; 0 open issues, 3 open PRs; 5 of 11 recent threads got a maintainer reply, median first reply 5.4h; latest release 2026-10-28" }, "maintenance_verdict": "maintained", "maintenance_note": "actively maintained: last commit 0 days ago; 903 commits and 835 merged PRs in 90 days; 0 open issues, 3 open PRs; 5 of 11 recent threads got a maintainer reply, median first reply 5.4h; latest release 2026-10-28", "maintained": "active", "maintained_note": "last commit 0 days ago; 0 open issues, 1 answered or closed", "last_commit_at": "2026-10-28T03:29:33Z", "last_release_at": "2026-10-28T01:34:03Z", "open_issues": 0, "answered_issues": 1, "platforms_claimed": [ "linux", "mac", "windows" ], "topic": "agent-harness", "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": "2026-10-28T04:02:00.090639+00:00", "tested_commit": "7018fefc1b3d4ea4274cb9fbcf913b4e78241123", "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": "NVIDIA/NeMo-Relay", "source": "https://github.com/NVIDIA/NeMo-Relay", "commit": "7018fefc1b3d4ea4274cb9fbcf913b4e78241123", "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": "7018fefc1b3d4ea4274cb9fbcf913b4e78241123", "url": "https://github.com/NVIDIA/NeMo-Relay" }, "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 the NeMo Relay CLI from PyPI and run its documented transparent-wrapper launch plan (nemo-relay run --agent claude --dry-run --print); run the documented Python diagnostics example.", "operation_scope": "product operation", "hosting": null, "kind": "repo", "test_version": "readme-c03644542c69939a9374958136a8b3431f7456269d3fb4b3c433785f59cfd637", "evidence_version": null }, "other_model": null, "other_run_id": null, "models_agree": null, "furthest_model": null, "transcript_url": "/transcripts/NVIDIA--NeMo-Relay-claude-haiku-5-5-1793159982403631219.txt", "report_url": "/reports/NVIDIA--NeMo-Relay-claude-haiku-5-5-1793159982403631219.json" }