adventure-gpt/cds-interpret

cds-interpret demo: records a built-in bot in RocketSim, probes each layer, trains a sparse autoencoder, runs causal edits, and writes cds-demo/report.html

cd <host-path> && ls -la && cat README.md 2>/dev/null | head -200
echo CDP=$CDP_URL $<env-var>; cat <host-path> | head -60; which node npm python3 uv pip3 2>&1; python3 --version
cd <host-path> && (python3 -m venv .venv 2>&1 || (sudo apt-get update -qq && sudo apt-get install -y -qq python3-venv >/dev/null 2>&1 && python3 -m venv .venv)) && .venv/bin/pip install -q --upgrade pip 2>&1 | tail -3; .venv/bin/pip install -q torch --index-url https://download.pytorch.org/whl/cpu 2>&1 | tail -5; echo EXIT=$?
cd <host-path> && rm -rf .venv && (sudo -n apt-get update -qq 2>&1 | tail -2; sudo -n DEBIAN_FRONTEND=noninteractive apt-get install -y -qq python3.12-venv 2>&1 | tail -3); python3 -m venv .venv && .venv/bin/python -m pip --version
cd <host-path> && .venv/bin/pip install -q --upgrade pip 2>&1 | tail -3; .venv/bin/pip install -q torch --index-url https://download.pytorch.org/whl/cpu 2>&1 | tail -5; echo TORCH_EXIT=${PIPESTATUS[0]}
cd <host-path> && .venv/bin/pip install -q ".[rlgym,rlbot]" 2>&1 | tail -15; echo EXIT=${PIPESTATUS[0]}; ls .venv/bin | grep -i cds
cd <host-path> && export NODE_USE_ENV_PROXY=1 && timeout 1500 .venv/bin/cds-interpret demo > /tmp/demo.log 2>&1; echo EXIT=$?; tail -40 /tmp/demo.log; ls -la cds-demo 2>/dev/null | head
cd <host-path> && mkdir -p .coldpass && cat > .coldpass/probe.json <<'EOF'
{"kind":"cli","argv":["<host-path>","env":{"NODE_USE_ENV_PROXY":"1"}}
EOF
cat > .coldpass/report.json <<'EOF'
{"outcome":"working",
"operation":"cds-interpret demo: records a built-in bot in RocketSim, probes each layer, trains a sparse autoencoder, runs causal edits, and writes cds-demo/report.html",
"operation_scope":"Ran the full demo on CPU torch with rlgym and rlbot extras. Not exercised: live RLBot overlay (needs a running Rocket League/RLBot match), user's own bot, browser viewing of report.html (no browser used).",
"steps":["python3 -m venv .venv (after installing python3.12-venv via apt)",
"pip install --upgrade pip",
"pip install torch --index-url https://download.pytorch.org/whl/cpu",
"pip install \".[rlgym,rlbot]\" (from the pinned checkout)",
".venv/bin/cds-interpret demo (exit 0, wrote cds-demo/report.html)"],
"deviations":["venv creation failed with ensurepip unavailable; ran apt-get install python3.12-venv, then recreated .venv",
"README says pip install \"cds-interpret[rlgym,rlbot]\" from PyPI; installed from the pinned checkout instead with pip install \".[rlgym,rlbot]\" so the code matches commit 25dfbb1",
"Did not run unit tests or lint, per task instructions"],
"stuck_step":null,"main_blocker":null,"suggested_fix":null}
EOF
<env-var>=<host-path> python3 -I <host-path> --validate
cd <host-path> && rm -rf cds-demo && <env-var>=<host-path> python3 -I <host-path> --validate && ls -la .coldpass && pgrep -fa cds-interpret || echo "no leftover processes"