{ "tokens_out": 5973, "outcome": "pass", "suggested_fix": null, "cycle_checks": null, "fault": { "owner": null, "status": "resolved", "reason": null, "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": "1efdd4cffa3a75106845f55834bdf6b2d132006f", "failure_origin": null, "stuck_step": null, "repo_url": null, "needs": null, "checks": [ { "check": "operation", "status": "PASS", "details": { "working": true, "argv": [], "kind": "cli", "returncode": 0, "stdout": "n= 20 cvxcla pts= 21 inverse pts= 21 max|dw|=1.11e-15 [OK]\nn= 40 cvxcla pts= 42 inverse pts= 42 max|dw|=5.83e-15 [OK]\nn= 80 cvxcla pts= 81 inverse pts= 81 max|dw|=1.93e-14 [OK]\nn= 160 cvxcla pts= 159 inverse pts= 159 max|dw|=1.12e-14 [OK]", "stderr": "", "needs_credentials": false, "needs_browser": false, "scope": "product operation" } } ], "open_issues": null, "agent_runtime_version": "2.1.300 (Claude Code)", "verifies_run_id": null, "total_s": 124.21513795852661, "license": null, "tool_calls": 14, "model_version": "claude-haiku-5-5", "example_checks": [], "mcp": null, "other_model": null, "first_use_s": null, "native_tool_calls": 14, "last_commit_at": null, "source": "https://github.com/cvxgrp/cvxcla", "models_agree": null, "maintenance_verdict": null, "cost_usd": 0.01128311, "safety": null, "answered_issues": null, "what_failed": null, "steps": [ "cd && ls -la && cat README.md | head -200", "cd && cat pyproject.toml 2>/dev/null | head -60; ls .github/workflows 2>/dev/null; python3 --version; which uv pip pip3 2>/dev/null", "cd && sed -n 200,400p README.md; echo ----; cat Makefile | head -80; echo ----; ls src/cvxcla; ls tests", "cd && sed -n 400,600p README.md | grep -n -E '^#|uv run|make |python|cvxcla' | head -80; echo ----; grep -rn -E 'uv run|make ' README.md | head -40", "cd && export NODE_USE_ENV_PROXY=1 && timeout 900 make install 2>&1 | tail -40; echo \"rc=${PIPESTATUS[0]}\"", "sudo apt-get update -qq && sudo DEBIAN_FRONTEND=noninteractive apt-get install -y -qq make curl ca-certificates >/tmp/apt.log 2>&1; echo rc=$?; which make curl", "cd && export NODE_USE_ENV_PROXY=1 && timeout 900 make install 2>&1 | tail -40; echo \"rc=${PIPESTATUS[0]}\"; ls -la .venv 2>/dev/null | head -3", "cd && export NODE_USE_ENV_PROXY=1 SETUPTOOLS_SCM_PRETEND_VERSION=0.0.0.dev0 SETUPTOOLS_SCM_PRETEND_VERSION_FOR_CVXCLA=0.0.0.dev0 && timeout 900 make install 2>&1 | tail -25; echo \"rc=${PIPESTATUS[0]}\"; ls -d .venv && ./.venv/bin/python -c \"import cvxcla,sys;print(cvxcla.__file__)\"", "cd && ls .venv/bin | grep -i cla; grep -n 'scripts' -A3 pyproject.toml; grep -rn -E 'python3? [a-zA-Z_./-]+\\.py|uv run [a-z]' README.md CONTRIBUTING.md docs 2>/dev/null | head -20; ls experiments; ls .github/workflows; grep -n 'run:' .github/workflows/rhiza_ci.yml | head -20", "cd && grep -n -E 'run:|uv run|make ' .github/workflows/*.yml | head -60; grep -n -E 'uv run|python' Makefile experiments/*.py 2>/dev/null | head -5; sed -n 1,30p experiments/minvar.py", "cd && for f in experiments/*.py; do echo \"== $f\"; sed -n 1,30p $f | grep -E 'uv run|python|import' ; done 2>/dev/null | head -150", "cd && sed -n 1,25p experiments/validate_exact.py; echo ----; timeout 600 ./.venv/bin/python experiments/validate_exact.py 2>&1 | tail -30; echo \"rc=${PIPESTATUS[0]}\"", "cd && sed -n 1,30p experiments/inverse_cla.py; echo ----; timeout 600 ./.venv/bin/python experiments/inverse_cla.py 2>&1 | tail -30; echo \"rc=${PIPESTATUS[0]}\"", "cd && mkdir -p .coldpass && ls -la .coldpass && cat > .coldpass/probe.json <<'EOF'\n{\n \"kind\": \"cli\",\n \"argv\": [\"\", \"\"],\n \"cwd\": \"\",\n \"env\": {}\n}\nEOF\ncat > .coldpass/report.json <<'EOF'\n{\n \"outcome\": \"working\",\n \"operation\": \"Ran experiments/inverse_cla.py (documented usage: 'uv run python experiments/inverse_cla.py # verify vs cvxcla'), which computes CLA turning points with cvxcla and checks weights against an independent incremental-inverse baseline for n=20,40,80,160; all cases print [OK] with max|dw| ~1e-14.\",\n \"operation_scope\": \"Exercises the cvxcla dense CLA frontier engine. Not the README's Python usage example run verbatim (README documents no CLI). Not run: experiments/validate_exact.py (needs cvxpy, not a declared dependency), make test/uv run pytest (excluded by task). Browser not needed.\",\n \"steps\": [\n \"apt-get install make curl ca-certificates (make was missing in the guest)\",\n \"SETUPTOOLS_SCM_PRETEND_VERSION=0.0.0.dev0 SETUPTOOLS_SCM_PRETEND_VERSION_FOR_CVXCLA=0.0.0.dev0 make install (uv sync; created .venv with cvxcla editable installed)\",\n \"./.venv/bin/python -c 'import cvxcla' resolves to src/cvxcla\",\n \"./.venv/bin/python experiments/inverse_cla.py (exit 0, all [OK])\"\n ],\n \"deviations\": [\n \"make install failed first with: 'setuptools-scm was unable to detect version for ' because the source tree has no .git directory. Reran make install with SETUPTOOLS_SCM_PRETEND_VERSION set (env only, no source edits); it succeeded.\",\n \"make was not installed in the guest; installed via apt-get.\",\n \"README 'Usage' example is Python API code with no CLI entry point; the probe instead runs experiments/inverse_cla.py, whose header documents the same 'uv run python' invocation. It was run with the venv python directly instead of 'uv run'.\",\n \"experiments/validate_exact.py (documented in its header) failed: ModuleNotFoundError: No module named 'cvxpy' (not a declared dependency). Not installed, since it is outside the declared setup.\"\n ],\n \"stuck_step\": null,\n \"main_blocker\": null,\n \"suggested_fix\": null\n}\nEOF\n= python3 -I --validate; echo rc=$?" ], "platform_conflicts": null, "claims_note": null, "maintained_note": null, "repo": "cvxgrp/cvxcla", "service_tier": null, "maintained": null, "source_pin": null, "operation_scope": "product operation", "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": "2026-10-18T16:11:31.234294+00:00", "kind": "repo", "resources": { "cpus": 2, "memory_mib": 4096, "disk_mib": 32768 }, "error_excerpt": null, "pass": true, "evidence_version": null, "source_revision": null, "run_id": "cvxgrp--cvxcla-claude-haiku-5-5-1792339767019142354", "last_release_at": null, "furthest_model": null, "model": "claude-haiku-5-5", "what_it_did": "Ran experiments/inverse_cla.py (documented usage: 'uv run python experiments/inverse_cla.py # verify vs cvxcla'), which computes CLA turning points with cvxcla and checks weights against an independent incremental-inverse baseline for n=20,40,80,160; all cases print [OK] with max|dw| ~1e-14.", "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": null, "tokens_in": 304496, "tested_at": null, "test_version": "readme-03aea4c41d53955e3723c330e9927d2a9df627f6642624cc0078a97c73a53c8a", "recovery": { "source": "legacy-oct16-18", "original_run_id": "cvxgrp--cvxcla-claude-haiku-5-5-1792339767019142354", "historical": true, "ledger_sha256": "c5e6a833c182c1e2aecf69d0bd0020aec63c65d98f3e933e4b32232340312736" }, "transcript_url": "/transcripts/cvxgrp--cvxcla-claude-haiku-5-5-1792339767019142354.txt", "report_url": "/reports/cvxgrp--cvxcla-claude-haiku-5-5-1792339767019142354.json" }