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          "produce-file",
          "--option=preprocess"
        ],
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        "stdout": "2026-10-18 16:27:53,545: INFO - Generating config.yaml file for: preprocess...\n2026-10-18 16:27:53,545: INFO - You can use this as a config-file for a spatialsnake run.\n2026-10-18 16:27:53,545: INFO - ***How to set your own params:***\n2026-10-18 16:27:53,545: INFO - Add params: --configfile <file-path> in the command line",
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  "steps": [
    "cd <host-path> && ls -la && cat README.md 2>/dev/null | head -200 && git log -1 --format=%H 2>/dev/null",
    "cd <host-path> && ls -la .github/workflows 2>/dev/null; cat pyproject.toml setup.py package.json 2>/dev/null | head -80; ls <host-path>",
    "cd <host-path>; python3 --version; which conda mamba micromamba R Rscript pip3 apt-get 2>&1; cat /etc/os-release | head -2; nproc; free -g | head -2; df -h /home | tail -1; cat .github/workflows/main.yaml; echo ---; sed -n 1,200p <host-path> | head -150",
    "cd <host-path>; cat requirements.txt; echo ---; cat environment.yml; echo ---; python3 -m venv --help >/dev/null 2>&1 && echo venv_ok || echo no_venv; ls <host-path>; env | grep -i -E 'proxy|CDP' | sed 's/=.*/=<set>/'",
    "cd <host-path>; python3 -m venv <host-path> && export NODE_USE_ENV_PROXY=1 && timeout 1500 <host-path> -m pip install -q --upgrade pip 2>&1 | tail -5; timeout 1500 <host-path> -m pip install -q \"setuptools>=80.9.0,<81\" wheel 2>&1 | tail -5; echo rc=$?",
    "export DEBIAN_FRONTEND=noninteractive; (sudo -n apt-get update -qq && sudo -n apt-get install -y -qq python3.12-venv) 2>&1 | tail -3; rm -rf <host-path>; python3 -m venv <host-path> && echo venv_made",
    "cd <host-path>; export NODE_USE_ENV_PROXY=1; V=<host-path>; timeout 1500 $V/python -m pip install -q --upgrade pip 2>&1 | tail -3; timeout 1500 $V/python -m pip install -q \"setuptools>=80.9.0,<81\" wheel docopt PyYAML 2>&1 | tail -3; timeout 2400 $V/python -m pip install --no-deps -e . 2>&1 | tail -5; echo rc=$?; $V/spatialsnake --version 2>&1 | tail -3",
    "cd <host-path>; ls preprocess.yaml 2>/dev/null; <host-path> produce-file --option=preprocess; echo rc=$?; ls -la preprocess.yaml && head -5 preprocess.yaml",
    "cd <host-path>; mkdir -p .coldpass; cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"cli\",\"argv\":[\"<host-path>\",\"produce-file\",\"--option=preprocess\"],\"cwd\":\"<host-path>\"}\nEOF\ncat > .coldpass/report.json <<'EOF'\n{\"outcome\":\"working\",\n \"operation\":\"README 'Minimal Usage' entry point `spatialsnake produce-file --option=preprocess` (same command as CI workflow .github/workflows/main.yaml smoke test); generates preprocess.yaml config template in the working directory.\",\n \"operation_scope\":\"Exercises CLI entry point and config generation only. Full analysis workflows (preprocess/clustering on real data) not run; they need the Conda R layer (r-seurat etc.) and sample.txt/data inputs. Conda/R dependencies from README Option 1/3 were not installed.\",\n \"steps\":[\"Read README.md and .github/workflows/main.yaml\",\n  \"apt-get install python3.12-venv (Ubuntu venv prerequisite)\",\n  \"python3 -m venv <host-path>\",\n  \"pip install --upgrade pip; pip install setuptools>=80.9.0,<81 wheel docopt PyYAML (CI step)\",\n  \"pip install --no-deps -e . (CI step, README Option 3 install form)\",\n  \"spatialsnake --version -> 0.0.5\",\n  \"spatialsnake produce-file --option=preprocess -> wrote preprocess.yaml\"],\n \"deviations\":[\"README Option 1/2/3 'conda create ...' not run: conda/mamba not present in guest and no conda installer was run; R-based dependencies (r-seurat, bioconductor-*) therefore not installed.\",\n  \"Used python3 -m venv instead of conda env; venv creation failed first with ensurepip missing, fixed by apt-get install python3.12-venv.\",\n  \"Installed with --no-deps (as in CI) instead of full requirements; `python -m pip install .` from README not run, so runtime dependencies from requirements.txt are not installed. `spatialsnake install-packages` not run.\"],\n \"stuck_step\":null,\"main_blocker\":null,\"suggested_fix\":null}\nEOF\npython3 -m json.tool .coldpass/probe.json >/dev/null && python3 -m json.tool .coldpass/report.json >/dev/null && echo json_ok; <env-var>=<host-path> python3 -I <host-path> --validate; echo rc=$?",
    "cd <host-path>; rm -f preprocess.yaml; <env-var>=<host-path> python3 -I <host-path> --validate; echo rc=$?; ls .coldpass; pgrep -fa spatialsnake || echo no_leftover_processes"
  ],
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  "recovery": {
    "source": "legacy-oct16-18",
    "original_run_id": "l-zh007--spatialsnake-claude-haiku-5-5-1792340623026317967",
    "historical": true,
    "ledger_sha256": "c5e6a833c182c1e2aecf69d0bd0020aec63c65d98f3e933e4b32232340312736"
  },
  "transcript_url": "/transcripts/l-zh007--spatialsnake-claude-haiku-5-5-1792340623026317967.txt",
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}
