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    "cd <host-path> && git log --oneline -1 2>/dev/null; ls -la; cat README.md 2>/dev/null | head -200",
    "ls -la <host-path> 2>/dev/null; echo \"CDP=$CDP_URL $<env-var>\"; which python3 node npm pip3 uv 2>&1",
    "cd <host-path> && grep -n \"^#\\|python -m\\|beamfeat \\|pip install\\|\\`\\`\\`\" README.md | sed -n '1,200p'; ls src/* docs; grep -n \"scripts\" -A5 pyproject.toml",
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    "cd <host-path> && (sudo -n apt-get update -qq && sudo -n DEBIAN_FRONTEND=noninteractive apt-get install -y -qq python3.12-venv python3-pip) >/tmp/apt.log 2>&1; echo apt=$?; tail -3 /tmp/apt.log; rm -rf <host-path>; python3 -m venv <host-path> && <host-path> install -q --upgrade pip && <host-path> install -q \"<host-path>\" 2>&1 | tail -5; echo rc=$?; <host-path> -c \"import beamfeat,sklearn;print(beamfeat.__file__, sklearn.__version__)\"",
    "cd <host-path> && sed -n 200,240p README.md; head -40 benchmarks/make_figures.py; ls benchmarks; grep -n \"python \" benchmarks/README.md | head -20",
    "cd <host-path> && <host-path> install -q matplotlib pandas 2>&1 | tail -3; rm -rf <host-path>; cd <host-path> && <host-path> benchmarks/make_figures.py --outdir <host-path>; echo rc=$?; ls <host-path> | head -30",
    "cd <host-path> && mkdir -p .coldpass && cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"cli\",\"argv\":[\"<host-path>\",\"benchmarks/make_figures.py\",\"--outdir\",\"<host-path>\"],\"cwd\":\"<host-path>\"}\nEOF\ncat > .coldpass/report.json <<'EOF'\n{\"outcome\":\"working\",\n \"operation\":\"README/docs-listed command: python benchmarks/make_figures.py --outdir <fresh dir>; regenerates paper figures (PDF+PNG) from committed result files and prints FDR calibration tables. Also verified beamfeat imports from the installed package.\",\n \"operation_scope\":\"Library only (no CLI/MCP/HTTP server). README quickstart snippet (BeamFeatRegressor.fit on user X,y) was not run as a probe because X and y are undefined in the README; the figure script is the documented runnable command. Full pytest suite and ruff lint intentionally not run per smoke-task rules. Notebooks not run.\",\n \"steps\":[\"git/ls inspection of README and .github/workflows/ci.yml\",\n  \"apt-get update && apt-get install python3.12-venv python3-pip (via sudo -n)\",\n  \"python3 -m venv <host-path>; pip install --upgrade pip\",\n  \"pip install \\\"<host-path>\\\" (installed beamfeat 0.x from pinned checkout, sklearn 1.9.1)\",\n  \"pip install matplotlib pandas (needed by benchmarks/make_figures.py, not in core deps)\",\n  \"<host-path> benchmarks/make_figures.py --outdir <host-path> (rc=0, 14 files written)\"],\n \"deviations\":[\"Plain python3 lacks venv/ensurepip; installed python3.12-venv and python3-pip via apt (sudo -n) and built a venv at <host-path>\",\n  \"README quickstart is not a runnable script; used benchmarks/make_figures.py as the documented runnable operation instead.\",\n  \"Figure script needs matplotlib and pandas, which are not in the core install; installed them into the venv.\"],\n \"stuck_step\":null,\"main_blocker\":null,\"suggested_fix\":null}\nEOF\n<env-var>=<host-path> python3 -I <host-path> --validate; echo rc=$?",
    "rm -rf <host-path>; cd <host-path> && ls -a; find . -name \"*.egg-info\" -o -name build -maxdepth 2 | head; <env-var>=<host-path> python3 -I <host-path> --validate"
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