{ "tokens_out": 6556, "outcome": "needs_credentials", "suggested_fix": "Provide a Papers With Backtest API key in PWB_API_KEY (or a Hugging Face token in HF_ACCESS_TOKEN) in the guest, then rerun: -c \"import pwb_toolbox.datasets as d; print(d.get_pricing(['AAPL','MSFT']))\".", "cycle_checks": null, "fault": { "owner": "prerequisite", "status": "diagnosed", "reason": "Missing PWB_API_KEY or HF_ACCESS_TOKEN.", "evidence": [] }, "runtime_revision": null, "agent_execution": "native_agent", "time_to_working_s": null, "usage_complete": true, "runtime": null, "architecture": null, "local_or_hosted": null, "agent_interfaces_note": null, "platform_details": null, "platforms_claimed": null, "maintenance": null, "evidence_strength": null, "purpose": "initial", "topic": null, "needs_which": null, "tested_with": null, "native_bundle": null, "agent_runtime": "claude-code", "maintenance_note": null, "runtime_version": null, "does_what_it_says": null, "commit": "710ea5ab571b895490398d5b6d28c1c89bba34fa", "failure_origin": null, "stuck_step": "README 'Datasets' section: pwb_ds.get_pricing / load_dataset requires PWB_API_KEY or HF_ACCESS_TOKEN, which are not available in this guest.", "repo_url": null, "needs": null, "checks": [ { "status": "PASS", "details": { "working": false, "argv": [ "-m", "build" ], "kind": "cli", "returncode": 0, "stdout": "fo/PKG-INFO\nwriting dependency_links to pwb_toolbox.egg-info/dependency_links.txt\nwriting requirements to pwb_toolbox.egg-info/requires.txt\nwriting top-level names to pwb_toolbox.egg-info/top_level.txt\nreading manifest file 'pwb_toolbox.egg-info/SOURCES.txt'\nadding license file 'LICENSE.txt'\nwriting manifest file 'pwb_toolbox.egg-info/SOURCES.txt'\nrunning sdist\nrunning egg_info\nwriting pwb_toolbox.egg-info/PKG-INFO\nwriting dependency_links to pwb_toolbox.egg-info/dependency_links.txt\nwriting requirements to pwb_toolbox.egg-info/requires.txt\n[excerpt truncated]", "stderr": "* Creating isolated environment: venv+pip...\n* Installing packages in isolated environment:\n - setuptools>=42\n - wheel\n* Getting build dependencies for sdist...\nWARNING License classifiers are deprecated.\n!!\n\n ********************************************************************************\n Please consider removing the following classifiers in favor of a SPDX license expression:\n\n License :: OSI Approved :: MIT License\n[excerpt truncated]", "needs_credentials": false, "needs_browser": false, "scope": "partial: install" }, "check": "install", "optional": false }, { "status": "PASS", "details": { "working": false, "argv": [ "-c", "import pwb_toolbox.datasets as d; print(d.get_pricing(['AAPL']))" ], "kind": "cli", "returncode": 1, "stdout": "", "stderr": "Traceback (most recent call last):\n File \"\", line 1, in \n File \"\", line 1160, in get_pricing\n mapping = load_dataset(\"Universe-Daily-Price\")\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"\", line 750, in load_dataset\n raise ValueError(\"Set PWB_API_KEY or HF_ACCESS_TOKEN to load datasets.\")\nValueError: Set PWB_API_KEY or HF_ACCESS_TOKEN to load datasets.", "needs_credentials": true, "needs_browser": false, "blocker": "product did not produce a clear credential error: {\"returncode\": 1, \"stdout\": \"\", \"stderr\": \"Traceback (most recent call last):\\n File \\\"\\\", line 1, in \\n File \\\"\\\", line 1160, in get_pricing\\n mapping = load_dataset(\\\"Universe-Daily-Price\\\")\\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\n File \\\"\\\", line 750, in load_dataset\\n raise ValueError(\\\"Set PWB_API_KEY or HF_ACCESS_TOKEN to load datasets.\\\")\\nValueError: Set PWB_API_KEY or HF_ACCESS_TOKEN to load datasets.\\n\", \"needs_credentials\": false, \"needs_browser\": false}", "scope": "partial: missing credentials" }, "check": "credentials_error", "optional": false } ], "open_issues": null, "agent_runtime_version": "2.1.300 (Claude Code)", "verifies_run_id": null, "total_s": 220.99138355255127, "license": null, "tool_calls": 11, "model_version": "claude-haiku-5-5", "example_checks": [], "mcp": null, "other_model": null, "first_use_s": null, "native_tool_calls": 11, "last_commit_at": null, "source": "https://github.com/paperswithbacktest/pwb-toolbox", "models_agree": null, "maintenance_verdict": null, "cost_usd": 0.009225240000000003, "safety": null, "answered_issues": null, "what_failed": null, "steps": [ "cd && git log -1 --format=%H 2>/dev/null; ls -la; cat README.md 2>/dev/null | head -300", "cd && ls -la .github/workflows 2>/dev/null; ls 2>/dev/null; which python3 node npm uv pip3 2>&1; python3 --version", "cd && export NODE_USE_ENV_PROXY=1 && (python3 -m venv 2>&1 || (apt-get update -qq && apt-get install -y -qq python3-venv >/dev/null 2>&1 && python3 -m venv )) && install -q --upgrade pip 2>&1 | tail -3; install -q . 2>&1 | tail -20; echo EXIT=$?; cat pyproject.toml requirements.txt; ls ; head -c 3000 ", "cd && sudo -n apt-get update -qq >/dev/null 2>&1; sudo -n DEBIAN_FRONTEND=noninteractive apt-get install -y -qq python3.12-venv >/tmp/apt.log 2>&1; echo APT=$?; rm -rf && python3 -m venv && install -q --upgrade pip 2>&1 | tail -3; cd /tmp && install -q 2>&1 | tail -20; echo PIP=${PIPESTATUS[0]}; show pwb-toolbox | head -3", "cd && find tools docs -maxdepth 3 | head -80; cat setup.cfg; grep -rn \"console_scripts\\|entry_points\" setup.cfg pyproject.toml; show -f pwb-toolbox | grep -i bin | head; env | grep -i \"pwb\\|proxy\\|CDP\" | sed 's/=.*/=/'", "cd && cat monitor.py | head -120; echo ---; cat run_daily.sh | head -20", "cd /tmp && timeout 240 -c \"\nimport pwb_toolbox.datasets as pwb_ds\ndf = pwb_ds.get_pricing(['AAPL','MSFT'])\nprint(df.shape); print(df.tail(3))\n\" 2>&1 | tail -25; echo EXIT=${PIPESTATUS[0]}", "cd && grep -n \"def \\|credentials_error\\|'checks'\\|\\\"checks\\\"\\|kind\\b\" check.py | head -120", "cd && install -q --upgrade build 2>&1 | tail -3; rm -rf dist && -m build 2>&1 | tail -5; echo BUILD=${PIPESTATUS[0]}; ls dist; sed -n 377,432p ", "cd && mkdir -p .coldpass && cat > .coldpass/probe.json <<'EOF'\n{\"checks\":[\n {\"check\":\"install\",\"kind\":\"cli\",\"argv\":[\"\",\"-m\",\"build\"],\"cwd\":\"\",\"expected_text\":\"Successfully built\"},\n {\"check\":\"credentials_error\",\"kind\":\"cli\",\"argv\":[\"\",\"-c\",\"import pwb_toolbox.datasets as d; print(d.get_pricing(['AAPL']))\"],\"cwd\":\"/tmp\",\"expected_returncode\":1,\"expected_text\":\"Set PWB_API_KEY or HF_ACCESS_TOKEN\"}\n]}\nEOF\n= python3 -I --validate; echo EXIT=$?", "cd && cat > .coldpass/report.json <<'EOF'\n{\"outcome\":\"needs_credentials\",\n \"operation\":\"Build the pwb-toolbox package (README Contributing: python -m build) and attempt the documented dataset call pwb_ds.get_pricing([...]), which fails with the expected missing-credential error.\",\n \"operation_scope\":\"Install and build verified. Dataset loading (get_pricing / load_dataset) needs PWB_API_KEY or HF_ACCESS_TOKEN (README Installation); no credentials were available in the guest, so no data was fetched and no backtest, execution, or monitoring operation ran.\",\n \"steps\":[\"python3 -m venv (after installing python3.12-venv via sudo apt-get)\",\n \" install (README: pip install pwb-toolbox, installed from pinned checkout)\",\n \" -m build (README Contributing; built pwb_toolbox-0.1.36 wheel and sdist into dist/)\",\n \" -c 'import pwb_toolbox.datasets as d; d.get_pricing([\\\"AAPL\\\",\\\"MSFT\\\"])' -> ValueError: Set PWB_API_KEY or HF_ACCESS_TOKEN to load datasets.\"],\n \"deviations\":[\"README install 'pip install pwb-toolbox' was replaced by installing from the pinned checkout, because the task is pinned to that commit.\",\n \"Plain python3 -m venv failed with ensurepip unavailable; ran sudo apt-get install python3.12-venv and retried.\",\n \"No MCP server in this product, so no start/tools/list step. tools/ib_server (python -m monitor) needs TWS and execution logs and was not run.\",\n \"No browser was needed or installed.\"],\n \"stuck_step\":\"README 'Datasets' section: pwb_ds.get_pricing / load_dataset requires PWB_API_KEY or HF_ACCESS_TOKEN, which are not available in this guest.\",\n \"main_blocker\":\"Missing PWB_API_KEY or HF_ACCESS_TOKEN.\",\n \"suggested_fix\":\"Provide a Papers With Backtest API key in PWB_API_KEY (or a Hugging Face token in HF_ACCESS_TOKEN) in the guest, then rerun: -c \\\"import pwb_toolbox.datasets as d; print(d.get_pricing(['AAPL','MSFT']))\\\".\"}\nEOF\npython3 -m json.tool .coldpass/report.json >/dev/null && python3 -m json.tool .coldpass/probe.json >/dev/null && echo OK; = python3 -I --validate" ], "platform_conflicts": null, "claims_note": null, "maintained_note": null, "repo": "paperswithbacktest/pwb-toolbox", "service_tier": null, "maintained": null, "source_pin": null, "operation_scope": "partial checks", "reasoning": "low", "claims": [], "platform": "linux", "cost_to_try": null, "backend": null, "tool_transport": "mcp-assigned-vm", "hardware": null, "agent_interface": null, "profile": { "model": "claude-haiku-5-5", "reasoning": "low" }, "date": "2026-10-18T17:18:24.559839+00:00", "kind": "repo", "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "error_excerpt": "Missing PWB_API_KEY or HF_ACCESS_TOKEN.", "pass": null, "evidence_version": null, "source_revision": null, "run_id": "paperswithbacktest--pwb-toolbox-claude-haiku-5-5-1792343683568443432", "last_release_at": null, "furthest_model": null, "model": "claude-haiku-5-5", "what_it_did": "Build the pwb-toolbox package (README Contributing: python -m build) and attempt the documented dataset call pwb_ds.get_pricing([...]), which fails with the expected missing-credential error.", "sandbox_source": null, "other_run_id": null, "hosting": null, "tested_commit": null, "guest_setup": null, "mcp_context": null, "agent_interfaces": [], "setup_identity": null, "works": null, "install_s": null, "fix_id": "fix-b7a18714ca1a6541ab2a", "tokens_in": 185551, "tested_at": null, "test_version": "readme-35a4df7562ac6aaecbf68c5247f5297931fc216885efe8863696871d144439bf", "recovery": { "source": "legacy-oct16-18", "original_run_id": "paperswithbacktest--pwb-toolbox-claude-haiku-5-5-1792343683568443432", "historical": true, "ledger_sha256": "c5e6a833c182c1e2aecf69d0bd0020aec63c65d98f3e933e4b32232340312736" }, "transcript_url": "/transcripts/paperswithbacktest--pwb-toolbox-claude-haiku-5-5-1792343683568443432.txt", "report_url": "/reports/paperswithbacktest--pwb-toolbox-claude-haiku-5-5-1792343683568443432.json" }