Track C: Codex with GPT-6.1-Terra end to end

agent (cont.)

+0:44
  • exec_commandsource ~/Projects/lowmarch-bench/kit/env-c.sh && sed -n '925,938p' review/vroid-02/index.html && sed -n '1,90p' ~/Projects/lowmarch-bench/kit/arm_shoot.py

    command

    source ~/Projects/lowmarch-bench/kit/env-c.sh && sed -n '925,938p' review/vroid-02/index.html && sed -n '1,90p' ~/Projects/lowmarch-bench/kit/arm_shoot.py

    result, 57 lines

    Script completed
Wall time 0.2 seconds
Output:
  if (ground) return ground;
  const V = CAM.characters[0].info, gltf = await parseGlb("plains.glb.json"), meshes = [];
  gltf.scene.traverse(o => { if (o.isMesh) { prepMesh(o, V); meshes.push(o); } });
  ground = { root: gltf.scene, meshes };
  return ground;
}

const allMeshes = () => [...active().flatMap(c => [...c.meshes, ...c.cloths.map(cl => cl.display)]),
                         ...(ground && ground.root.parent && state.view !== "bust" ? ground.meshes : [])];
const isSimTrim = o => state.cloth && active().some(c => c.cloths.some(cl => cl.trims.includes(o) || cl.skinned === o));
function applyMaterials() {
  allMeshes().forEach(o => {
    const mat = state.toon ? o.userData.mats.toon : o.userData.mats.clay;
    const x = state.xray && COSTUME.has(o.userData.group);
"""Shoot armory sheets from a patched copy of the built page with headless Chromium (as review/vroid-02/sheets.py).

  python3 arm_shoot.py SITE_DIR OUT_DIR NAME [NAME...]
"""
import base64
import os
import re
import socket
import subprocess
import sys
import time

site, out, names = sys.argv[1], sys.argv[2], sys.argv[3:]
os.makedirs(out, exist_ok=True)
s = socket.socket()
s.bind(("127.0.0.1", 0))
port = s.getsockname()[1]
s.close()
server = subprocess.Popen([sys.executable, "-m", "http.server", str(port), "--bind", "127.0.0.1", "--directory", site],
                          stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)
try:
    time.sleep(0.5)
    for name in names:
        t0 = time.time()
        r = subprocess.run([os.environ.get("CHROMIUM", "/snap/bin/chromium"), *os.environ.get("CHROMIUM_FLAGS", "").split(),
                            "--headless=new", "--use-angle=swiftshader", "--enable-unsafe-swiftshader",
                            "--ignore-gpu-blocklist", "--window-size=1280,900", "--virtual-time-budget=600000",
                            "--dump-dom", f"http://127.0.0.1:{port}/index.html?sheet={name}&rows={os.environ.get('ROWS', '0,1')}&scale=2{os.environ.get('EXTRA', '')}"],
                           capture_output=True, text=True, timeout=900)
        m = re.search(r'id="sheetOut"[^>]*>[redacted: data-URI prefix]([A-Za-z0-9+/=]+)<', r.stdout)
        if not m:
            err = re.search(r'id="sheetOut"[^>]*>([^<]*)<', r.stdout)
            print(name, "FAILED", err.group(1)[:300] if err else r.stderr[-800:])
            continue
        p = os.path.join(out, f"painted_{name}.png")
        open(p, "wb").write(base64.b64decode(m.group(1)))
        print(name, p, f"{time.time() - t0:.0f}s")
finally:
    server.terminate()
  • exec_commandsource ~/Projects/lowmarch-bench/kit/env-c.sh && python3 - <<'PY'

    command

    source ~/Projects/lowmarch-bench/kit/env-c.sh && python3 - <<'PY'
from pathlib import Path
p=Path('review/vroid-02/index.html')
s=p.read_text()
s=s.replace('uniform sampler2D tColor; uniform sampler2D tInfo; uniform sampler2D tDepth; uniform vec2 uRes;', 'uniform sampler2D tColor; uniform sampler2D tInfo; uniform sampler2D tDepth; uniform sampler2D tBrow; uniform sampler2D tBrowDepth; uniform vec2 uRes;')
s=s.replace('    gl_FragColor = vec4(col, 1.0);\n  }`;\n\nconst compCam', '''    // Keep the expression legible through nearby bangs, but never through helmets or distant hair.
    // Both passes use the same orthographic depth and the brow's own alpha-tested texture.
    vec4 brow = texture2D(tBrow, uv);
    float bz = uNear + texture2D(tBrowDepth, uv).x * (uFar - uNear);
    if ((r0 == 3 || r0 == 11) && brow.a > 0.5 && bz >= z0 && bz - z0 < 0.045)
      col = mix(col, brow.rgb, 0.85);
    gl_FragColor = vec4(col, 1.0);
  }`;

const compCam''')
s=s.replace('tDepth: { value: null }, uRes:', 'tDepth: { value: null }, tBrow: { value: null }, tBrowDepth: { value: null }, uRes:')
s=s.replace('const targets = { rt: null, rtInfo: null, key: "" };', 'const targets = { rt: null, rtInfo: null, rtBrow: null, key: "" };')
s=s.replace('[targets.rt, targets.rtInfo].forEach', '[targets.rt, targets.rtInfo, targets.rtBrow].forEach')
s=s.replace('  targets.rtInfo = new THREE.WebGLRenderTarget(w, h, { ...o, depthTexture: new THREE.DepthTexture(w, h) });', '  targets.rtInfo = new THREE.WebGLRenderTarget(w, h, { ...o, depthTexture: new THREE.DepthTexture(w, h) });\n  targets.rtBrow = new THREE.WebGLRenderTarget(w, h, { ...o, depthTexture: new THREE.DepthTexture(w, h) });')
s=s.replace('  const u = paint.mat.uniforms;\n  u.tColor.value', '''  // Isolate visible brow meshes for the optional through-bangs overlay. Preserve all visibility
  // flags, including toggled equipment and hidden simulation meshes.
  const visibility = meshes.map(o => o.visible);
  meshes.forEach(o => { if (o.userData.role !== "brow") o.visible = false; });
  R.setRenderTarget(targets.rtBrow); R.clear(); R.render(scene, camera);
  meshes.forEach((o, i) => { o.visible = visibility[i]; });
  const u = paint.mat.uniforms;
  u.tBrow.value = targets.rtBrow.texture; u.tBrowDepth.value = targets.rtBrow.depthTexture;
  u.tColor.value''')
p.write_text(s)
PY
mkdir -p art/expressions
cat > art/expressions/armory.txt <<'EOF'
# Expression recipes: name|VRoid shape suffix:weight;...  (none = neutral)
# These use the existing VRoid targets, with separate eyes, brows and mouth for clearer acting.
neutral|none
joy|Fcl_BRW_Joy:1;Fcl_EYE_Joy:1;Fcl_MTH_Joy:0.8
smile|Fcl_BRW_Fun:0.7;Fcl_EYE_Fun:0.65;Fcl_MTH_Fun:1
angry|Fcl_BRW_Angry:1;Fcl_EYE_Angry:1;Fcl_MTH_Down:0.8
sad|Fcl_BRW_Sorrow:1;Fcl_EYE_Sorrow:1;Fcl_MTH_Down:0.7
surprised|Fcl_BRW_Surprised:1;Fcl_EYE_Surprised:1;Fcl_MTH_O:0.45
shout|Fcl_BRW_Angry:1;Fcl_EYE_Angry:1;Fcl_MTH_A:1
wink|Fcl_BRW_Fun:0.6;Fcl_EYE_Close_R:1;Fcl_MTH_Fun:1
smug|Fcl_BRW_Fun:0.6;Fcl_EYE_Close:0.3;Fcl_MTH_Up:0.8
lip_A|Fcl_MTH_A:1
lip_I|Fcl_MTH_I:1;Fcl_MTH_A:0.2
lip_U|Fcl_MTH_U:1
lip_E|Fcl_MTH_E:1
lip_O|Fcl_MTH_O:1
EOF
cp art/expressions/armory.txt "$WORK/expr_list.txt"
date -Is && git diff --stat

    result, 7 lines

    Script completed
Wall time 0.2 seconds
Output:
2026-10-30T12:45:25+08:00
 review/vroid-02/index.html | 22 ++++++++++++++++++----
 1 file changed, 18 insertions(+), 4 deletions(-)

agent

+0:59

I’ve chosen to show brows through nearby bangs: these two hairstyles cover much of the brow movement, so a restrained overlay should make emotions readable while preserving ordinary occlusion by equipment and distant hair. The first round also separates brow, eye and mouth controls instead of relying on the bundled expressions.

  • exec_commandsource ~/Projects/lowmarch-bench/kit/env-c.sh && $KIT/build_expr.sh "$WORK/expr_list.txt" && $KIT/shoot_expr.sh "$LOWMARCH_REPO/review/vroid-02/index.html" r1 && $KIT/sheets.sh r1 'Round 1: independent features and brows through bangs' && date -Is

    command

    source ~/Projects/lowmarch-bench/kit/env-c.sh && $KIT/build_expr.sh "$WORK/expr_list.txt" && $KIT/shoot_expr.sh "$LOWMARCH_REPO/review/vroid-02/index.html" r1 && $KIT/sheets.sh r1 'Round 1: independent features and brows through bangs' && date -Is

    result, 4 lines

    Script completed
Wall time 1.2 seconds
Output:
SESSION_ID=5792
  • write_stdinpoll session 5792

    input

    const r=await tools.write_stdin({session_id:5792,chars:"",yield_time_ms:1000,max_output_tokens:3000});text(r.output);

    result, 4 lines

    Script completed
Wall time 5.0 seconds
Output:
  • write_stdinpoll session 5792

    input

    const r=await tools.write_stdin({session_id:5792,chars:"",yield_time_ms:1000,max_output_tokens:3000});text(r.output);

    result, 5 lines

    Script completed
Wall time 5.0 seconds
Output:
built neutral
  • write_stdinpoll session 5792

    input

    const r=await tools.write_stdin({session_id:5792,chars:"",yield_time_ms:50000,max_output_tokens:3000});text(r.output);

    result, 4 lines

    Script running with cell ID 13
Wall time 31.0 seconds
Output:
  • waitcell 13

    input

    {
  "cell_id": "13",
  "yield_time_ms": 20000
}

    result, 7 lines

    Script completed
Wall time 17.3 seconds
Output:
built joy
built smile
built angry

agent

+2:11

The first builds are progressing. I’m keeping the neutral recipe unchanged and testing the expression changes on both characters at the same two camera angles used by the benchmark.

  • write_stdinpoll session 5792

    input

    const r=await tools.write_stdin({session_id:5792,chars:"",yield_time_ms:50000,max_output_tokens:3000});text(r.output);

    result, 4 lines

    Script running with cell ID 14
Wall time 31.0 seconds
Output:
  • waitcell 14

    input

    {
  "cell_id": "14",
  "yield_time_ms": 20000
}

    result, 7 lines

    Script completed
Wall time 16.4 seconds
Output:
built sad
built surprised
built shout
  • write_stdinpoll session 5792

    input

    const r=await tools.write_stdin({session_id:5792,chars:"",yield_time_ms:50000,max_output_tokens:3000});text(r.output);

    result, 4 lines

    Script running with cell ID 15
Wall time 31.0 seconds
Output:

agent

+3:36

The builds are producing the individual expressions successfully. Once the rendered sheets are ready, I’ll inspect the brow overlay and the mouth shapes at both angles before deciding what to revise.

  • waitcell 15

    input

    {
  "cell_id": "15",
  "yield_time_ms": 20000
}

    result, 8 lines

    Script completed
Wall time 17.0 seconds
Output:
built wink
built smug
built lip_A
built lip_I
  • write_stdinpoll session 5792

    input

    const r=await tools.write_stdin({session_id:5792,chars:"",yield_time_ms:50000,max_output_tokens:3000});text(r.output);

    result, 4 lines

    Script running with cell ID 16
Wall time 31.0 seconds
Output:
  • waitcell 16

    input

    {
  "cell_id": "16",
  "yield_time_ms": 20000
}

    result, 7 lines

    Script completed
Wall time 17.4 seconds
Output:
built lip_U
built lip_E
built lip_O
  • exec_commandsource ~/Projects/lowmarch-bench/kit/env-c.sh && ls "$WORK/shot_r1" 2>/dev/null && date -Is

    command

    source ~/Projects/lowmarch-bench/kit/env-c.sh && ls "$WORK/shot_r1" 2>/dev/null && date -Is

    result, 6 lines

    Script completed
Wall time 0.3 seconds
Output:
angry
2026-10-30T12:49:15+08:00

agent

+4:49

All 14 variants built successfully; the headless renderer is now capturing the comparison images.

  • write_stdinpoll session 5792

    input

    const r=await tools.write_stdin({session_id:5792,chars:"",yield_time_ms:50000,max_output_tokens:3000});text(r.output);

    result, 4 lines

    Script running with cell ID 18
Wall time 31.0 seconds
Output:
  • waitcell 18

    input

    {
  "cell_id": "18",
  "yield_time_ms": 20000
}

    result, 4 lines

    Script completed
Wall time 17.3 seconds
Output:
  • exec_commandsource ~/Projects/lowmarch-bench/kit/env-c.sh && find "$WORK/shot_r1" -name '*.png' | wc -l && date -Is

    command

    source ~/Projects/lowmarch-bench/kit/env-c.sh && find "$WORK/shot_r1" -name '*.png' | wc -l && date -Is

    result, 6 lines

    Script completed
Wall time 0.5 seconds
Output:
5
2026-10-30T12:50:11+08:00
  • view_image~/Projects/lowmarch-bench/work/c/shot_r1/angry/painted_arm_f_slender.png

    input

    const im=await tools.view_image({path:"~/Projects/lowmarch-bench/work/c/shot_r1/angry/painted_arm_f_slender.png",detail:"original"});image(im.image_url);

    result, 4 lines

    Script completed
Wall time 0.2 seconds
Output:
    shot_r1_angry_woman.png
    shot_r1_angry_woman.png

agent

+5:50

The initial captures confirm that the overlay works at 30 degrees, but the brows are visually quite strong against the hair. I’ll judge their weight alongside the neutral face and the rest of the sheet before adjusting it.

  • write_stdinpoll session 5792

    input

    const r=await tools.write_stdin({session_id:5792,chars:"",yield_time_ms:50000,max_output_tokens:3000});text(r.output);

    result, 4 lines

    Script completed
Wall time 17.6 seconds
Output:
  • exec_commandsource ~/Projects/lowmarch-bench/kit/env-c.sh && find "$WORK/shot_r1" -name '*.png' | wc -l && ls "$WORK"/sheet_r1* 2>/dev/null && date -Is

    command

    source ~/Projects/lowmarch-bench/kit/env-c.sh && find "$WORK/shot_r1" -name '*.png' | wc -l && ls "$WORK"/sheet_r1* 2>/dev/null && date -Is

    result, 5 lines

    Script completed
Wall time 0.4 seconds
Output:
6
  • write_stdinpoll session 5792error

    input

    const r=await tools.write_stdin({session_id:5792,chars:"",yield_time_ms:1000,max_output_tokens:3000});text(JSON.stringify(r));

    result, error, 5 lines

    Script failed
Wall time 0.0 seconds
Output:
Script error:
write_stdin failed: Unknown process id 5792
  • exec_commandsource ~/Projects/lowmarch-bench/kit/env-c.sh && ls -l "$WORK/shot_r1" && ps -eo pid,ppid,etime,args | rg 'arm_shoot|shoot_expr|chromium|variant_build' | head -30 && df -h "$WORK"

    command

    source ~/Projects/lowmarch-bench/kit/env-c.sh && ls -l "$WORK/shot_r1" && ps -eo pid,ppid,etime,args | rg 'arm_shoot|shoot_expr|chromium|variant_build' | head -30 && df -h "$WORK"

    result, 18 lines

    Script completed
Wall time 0.4 seconds
Output:
Warning: truncated output (original token count: 10434)
Total output lines: 11

total 16
drwx------ 2 severian severian 4096 Oct 30 12:49 angry
drwx------ 2 severian severian 4096 Oct 30 12:49 joy
drwx------ 2 severian severian 4096 Oct 30 12:50 lip_A
drwx------ 2 severian severian 4096 Oct 30 12:50 lip_E
    1     0       00:00 codex-linux-sandbox --sandbox-policy-cwd ~/Projects/lowmarch-bench/c --command-cwd ~/Projects/lowmarch-bench/c --permission-profile {"type":"managed","file_system":{"type":"restricted","entries":[{"path":{"type":"special","value":{"kind":"root"}},"access":"read"},{"path":{"type":"path","path":"~/Projects/lowmarch-bench/c"},"access":"write"},{"path":{"type":"path","path":"~/Projects/lowmarch-bench/work/c"},"access":"write"},{"path":{"type":"path","path":"~/.local/share/lowmarch/vroid/lowmarch_bodies"},"access":"write"},{"path":{"type":"special","value":{"kind":"slash_tmp"}},"access":"write"},{"path":{"type":"special","value":{"kind":"tmpdir"}},"access":"write"},{"path":{"type":"path","path":"~/Projects/lowmarch-bench/c/.git"},"access":"read","missing_path_behavior":"skip"},{"path":{"type":"path","path":"~/Projects/lowmarch-bench/work/c/.git"},"access":"read","missing_path_behavior":"skip"},{"path":{"type":"path","path":"~/.local/share/lowmarch/vroid/lowmarch_bodies/.git"},"access":"read","missing_path_behavior":"skip"},{"path":{"type":"path","path":"~/Projects/lowmarch-bench/c/.agents"},"access":"read","missing_path_behavior":"skip"},{"path":{"type":"path","path":"~/Projects/lowmarch-bench/work/c/.agents"},"access":"read","missing_path_behavior":"skip"},{"path":{"type":"path","path":"~/.local/share/lowmarch/vroid/lowmarch_bodies/.agents"},"access":"read","missing_path_behavior":"skip"},{"path":{"type":"path","path":"~/Projects/lowmarch-bench/c/.codex"},"access":"read","missing_path_behavior":"skip"},{"path":{"type":"path","path":"~/Projects/lowmarch-bench/work/c/.codex"},"access":"read","missing_path_behavior":"skip"},{"path":{"type":"path","path":"~/.local/share/lowmarch/vroid/lowmarch_bodies/.codex"},"access":"read","missing_path_behavior":"skip"},{"path":{"type":"path","path":"~/Projects/lowmarch-bench/c/.aws"},"access":"read","missing_path_behavior":"skip"},{"path":{"type":"path","path":"~/Projects/lowmarch-bench/work/c/.aws"},"access":"read","missing_path_behavior":"skip"},{"path":{"type":"path","path":"~/.local/share/lowmarch/vroid/lowmarch_bodies/.aws"},"access":"read","missing_path_behavior":"skip"}]},"network":"enabled"} --apply-seccomp-then-exec -- /bin/bash -c __CODEX_SNAPSHOT_OVERRIDE_SET_0="${CODEX_APPLY_PATCH_PRESERVE_LINE_ENDINGS+x}" __CODEX_SNAPSHOT_OVERRIDE_0="${CODEX_APPLY_PATCH_PRESERVE_LINE_ENDINGS-}" __CODEX_SNAPSHOT_OVERRIDE_SET_1="${CODEX_PERMISSION_PROFILE+x}" __CODEX_SNAPSHOT_OVERRIDE_1="${CODEX_PERMISSION_PROFILE-}" __CODEX_SNAPSHOT_OVERRIDE_SET_2="${CODEX_PLUGIN_METRICS_OUTPUT+x}" __CODEX_SNAPSHOT_OVERRIDE_2="${CODEX_PLUGIN_METRICS_OUTPUT-}" __CODEX_SNAPSHOT_OVERRIDE_SET_3="${CODEX_SESSION_ID+x}" __CODEX_SNAPSHOT_OVERRIDE_3="${CODEX_SESSION_ID-}" __CODEX_SNAPSHOT_OVERRIDE_SET_4="${CODEX_THREAD_ID+x}" __CODEX_SNAPSHOT_OVERRIDE_4="${CODEX_THREAD_ID-}" __CODEX_SNAPSHOT_OVERRIDE_SET_5="${CODEX_TOOL_CALL_ID+x}" __CODEX_SNAPSHOT_OVERRIDE_5="${CODEX_TOOL_CALL_ID-}" __CODEX_SNAPSHOT_OVERRIDE_SET_6="${CODEX_VERSION+x}" __CODEX_SNAPSHOT_OVERRIDE_6="${CODEX_VERSION-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_0="${ALL_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_0="${ALL_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_1="${BUNDLE_HTTPS_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_1="${BUNDLE_HTTPS_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_2="${BUNDLE_HTTP_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_2="${BUNDLE_HTTP_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_3="${BUNDLE_NO_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_3="${BUNDLE_NO_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_4="${BUNDLE_SSL_CA_CERT+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_4="${BUNDLE_SSL_CA_CERT-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_5="${CARGO_HTTP_CAINFO+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_5="${CARGO_HTTP_CAINFO-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_6="${CODEX_CA_CERTIFICATE+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_6="${CODEX_CA_CERTIFICATE-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_7="${CODEX_NETWORK_ALLOW_LOCAL_BINDING+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_7="${CODEX_NETWORK_ALLOW_LOCAL_BINDING-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_8="${CODEX_NETWORK_PROXY_ACTIVE+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_8="${CODEX_NETWORK_PROXY_ACTIVE-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_9="${CODEX_NETWORK_PROXY_ATTRIBUTION+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_9="${CODEX_NETWORK_PROXY_ATTRIBUTION-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_10="${CODEX_NETWORK_PROXY_BROKERED_CREDENTIALS+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_10="${CODEX_NETWORK_PROXY_BROKERED_CREDENTIALS-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_11="${CODEX_NETWORK_PROXY_CREDENTIAL_BROKER_ACTIVE+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_11="${CODEX_NETWORK_PROXY_CREDENTIAL_BROKER_ACTIVE-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_12="${CURL_CA_BUNDLE+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_12="${CURL_CA_BUNDLE-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_13="${DOCKER_HTTPS_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_13="${DOCKER_HTTPS_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_14="${DOCKER_HTTP_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_14="${DOCKER_HTTP_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_15="${ELECTRON_GET_USE_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_15="${ELECTRON_GET_USE_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_16="${FTP_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_16="${FTP_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_17="${GIT_SSL_CAINFO+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_17="${GIT_SSL_CAINFO-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_18="${HTTPS_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_18="${HTTPS_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_19="${HTTP_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_19="${HTTP_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_20="${NODE_EXTRA_CA_CERTS+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_20="${NODE_EXTRA_CA_CERTS-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_21="${NODE_USE_ENV_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_21="${NODE_USE_ENV_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_22="${NO_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_22="${NO_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_23="${NPM_CONFIG_CAFILE+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_23="${NPM_CONFIG_CAFILE-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_24="${NPM_CONFIG_HTTPS_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_24="${NPM_CONFIG_HTTPS_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_25="${NPM_CONFIG_HTTP_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_25="${NPM_CONFIG_HTTP_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_26="${NPM_CONFIG_NOPROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_26="${NPM_CONFIG_NOPROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_27="${NPM_CONFIG_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_27="${NPM_CONFIG_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_28="${PIP_CERT+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_28="${PIP_CERT-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_29="${PIP_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_29="${PIP_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_30="${REQUESTS_CA_BUNDLE+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_30="${REQUESTS_CA_BUNDLE-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_31="${SSL_CERT_FILE+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_31="${SSL_CERT_FILE-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_32="${WSS_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_32="${WSS_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_33="${WS_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_33="${WS_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_34="${YARN_HTTPS_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_34="${YARN_HTTPS_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_35="${YARN_HTTP_PROXY+x}" __CODEX_SNAPSHOT_PROXY_OVERRIDE_35="${YARN_HTTP_PROXY-}" __CODEX_SNAPSHOT_PROXY_OVERRID…6434 tokens truncated…${__CODEX_SNAPSHOT_PROXY_OVERRIDE_36}" ]; then export YARN_NO_PROXY="${__CODEX_SNAPSHOT_PROXY_OVERRIDE_36}"; else export YARN_NO_PROXY; fi else builtin unset YARN_NO_PROXY 2>/dev/null || command unset YARN_NO_PROXY; fi builtin unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_36 __CODEX_SNAPSHOT_PROXY_OVERRIDE_36 2>/dev/null || command unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_36 __CODEX_SNAPSHOT_PROXY_OVERRIDE_36 if [ -n "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_37}" ]; then   if [ -z "${all_proxy+x}" ] || [ "${all_proxy-}" != "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_37}" ]; then export all_proxy="${__CODEX_SNAPSHOT_PROXY_OVERRIDE_37}"; else export all_proxy; fi else builtin unset all_proxy 2>/dev/null || command unset all_proxy; fi builtin unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_37 __CODEX_SNAPSHOT_PROXY_OVERRIDE_37 2>/dev/null || command unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_37 __CODEX_SNAPSHOT_PROXY_OVERRIDE_37 if [ -n "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_38}" ]; then   if [ -z "${ftp_proxy+x}" ] || [ "${ftp_proxy-}" != "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_38}" ]; then export ftp_proxy="${__CODEX_SNAPSHOT_PROXY_OVERRIDE_38}"; else export ftp_proxy; fi else builtin unset ftp_proxy 2>/dev/null || command unset ftp_proxy; fi builtin unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_38 __CODEX_SNAPSHOT_PROXY_OVERRIDE_38 2>/dev/null || command unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_38 __CODEX_SNAPSHOT_PROXY_OVERRIDE_38 if [ -n "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_39}" ]; then   if [ -z "${http_proxy+x}" ] || [ "${http_proxy-}" != "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_39}" ]; then export http_proxy="${__CODEX_SNAPSHOT_PROXY_OVERRIDE_39}"; else export http_proxy; fi else builtin unset http_proxy 2>/dev/null || command unset http_proxy; fi builtin unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_39 __CODEX_SNAPSHOT_PROXY_OVERRIDE_39 2>/dev/null || command unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_39 __CODEX_SNAPSHOT_PROXY_OVERRIDE_39 if [ -n "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_40}" ]; then   if [ -z "${https_proxy+x}" ] || [ "${https_proxy-}" != "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_40}" ]; then export https_proxy="${__CODEX_SNAPSHOT_PROXY_OVERRIDE_40}"; else export https_proxy; fi else builtin unset https_proxy 2>/dev/null || command unset https_proxy; fi builtin unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_40 __CODEX_SNAPSHOT_PROXY_OVERRIDE_40 2>/dev/null || command unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_40 __CODEX_SNAPSHOT_PROXY_OVERRIDE_40 if [ -n "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_41}" ]; then   if [ -z "${no_proxy+x}" ] || [ "${no_proxy-}" != "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_41}" ]; then export no_proxy="${__CODEX_SNAPSHOT_PROXY_OVERRIDE_41}"; else export no_proxy; fi else builtin unset no_proxy 2>/dev/null || command unset no_proxy; fi builtin unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_41 __CODEX_SNAPSHOT_PROXY_OVERRIDE_41 2>/dev/null || command unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_41 __CODEX_SNAPSHOT_PROXY_OVERRIDE_41 if [ -n "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_42}" ]; then   if [ -z "${npm_config_cafile+x}" ] || [ "${npm_config_cafile-}" != "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_42}" ]; then export npm_config_cafile="${__CODEX_SNAPSHOT_PROXY_OVERRIDE_42}"; else export npm_config_cafile; fi else builtin unset npm_config_cafile 2>/dev/null || command unset npm_config_cafile; fi builtin unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_42 __CODEX_SNAPSHOT_PROXY_OVERRIDE_42 2>/dev/null || command unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_42 __CODEX_SNAPSHOT_PROXY_OVERRIDE_42 if [ -n "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_43}" ]; then   if [ -z "${npm_config_http_proxy+x}" ] || [ "${npm_config_http_proxy-}" != "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_43}" ]; then export npm_config_http_proxy="${__CODEX_SNAPSHOT_PROXY_OVERRIDE_43}"; else export npm_config_http_proxy; fi else builtin unset npm_config_http_proxy 2>/dev/null || command unset npm_config_http_proxy; fi builtin unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_43 __CODEX_SNAPSHOT_PROXY_OVERRIDE_43 2>/dev/null || command unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_43 __CODEX_SNAPSHOT_PROXY_OVERRIDE_43 if [ -n "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_44}" ]; then   if [ -z "${npm_config_https_proxy+x}" ] || [ "${npm_config_https_proxy-}" != "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_44}" ]; then export npm_config_https_proxy="${__CODEX_SNAPSHOT_PROXY_OVERRIDE_44}"; else export npm_config_https_proxy; fi else builtin unset npm_config_https_proxy 2>/dev/null || command unset npm_config_https_proxy; fi builtin unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_44 __CODEX_SNAPSHOT_PROXY_OVERRIDE_44 2>/dev/null || command unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_44 __CODEX_SNAPSHOT_PROXY_OVERRIDE_44 if [ -n "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_45}" ]; then   if [ -z "${npm_config_noproxy+x}" ] || [ "${npm_config_noproxy-}" != "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_45}" ]; then export npm_config_noproxy="${__CODEX_SNAPSHOT_PROXY_OVERRIDE_45}"; else export npm_config_noproxy; fi else builtin unset npm_config_noproxy 2>/dev/null || command unset npm_config_noproxy; fi builtin unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_45 __CODEX_SNAPSHOT_PROXY_OVERRIDE_45 2>/dev/null || command unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_45 __CODEX_SNAPSHOT_PROXY_OVERRIDE_45 if [ -n "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_46}" ]; then   if [ -z "${npm_config_proxy+x}" ] || [ "${npm_config_proxy-}" != "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_46}" ]; then export npm_config_proxy="${__CODEX_SNAPSHOT_PROXY_OVERRIDE_46}"; else export npm_config_proxy; fi else builtin unset npm_config_proxy 2>/dev/null || command unset npm_config_proxy; fi builtin unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_46 __CODEX_SNAPSHOT_PROXY_OVERRIDE_46 2>/dev/null || command unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_46 __CODEX_SNAPSHOT_PROXY_OVERRIDE_46 if [ -n "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_47}" ]; then   if [ -z "${ws_proxy+x}" ] || [ "${ws_proxy-}" != "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_47}" ]; then export ws_proxy="${__CODEX_SNAPSHOT_PROXY_OVERRIDE_47}"; else export ws_proxy; fi else builtin unset ws_proxy 2>/dev/null || command unset ws_proxy; fi builtin unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_47 __CODEX_SNAPSHOT_PROXY_OVERRIDE_47 2>/dev/null || command unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_47 __CODEX_SNAPSHOT_PROXY_OVERRIDE_47 if [ -n "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_48}" ]; then   if [ -z "${wss_proxy+x}" ] || [ "${wss_proxy-}" != "${__CODEX_SNAPSHOT_PROXY_OVERRIDE_48}" ]; then export wss_proxy="${__CODEX_SNAPSHOT_PROXY_OVERRIDE_48}"; else export wss_proxy; fi else builtin unset wss_proxy 2>/dev/null || command unset wss_proxy; fi builtin unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_48 __CODEX_SNAPSHOT_PROXY_OVERRIDE_48 2>/dev/null || command unset __CODEX_SNAPSHOT_PROXY_OVERRIDE_SET_48 __CODEX_SNAPSHOT_PROXY_OVERRIDE_48 fi if [ -n "${PATH:-}" ]; then export PATH='~/.local/lib/node_modules/@openai/codex/node_modules/@openai/codex-linux-x64/vendor/x86_64-unknown-linux-musl/codex-path':"$PATH"; else export PATH='~/.local/lib/node_modules/@openai/codex/node_modules/@openai/codex-linux-x64/vendor/x86_64-unknown-linux-musl/codex-path'; fi  exec '/bin/bash' -c 'source ~/Projects/lowmarch-bench/kit/env-c.sh && ls -l "$WORK/shot_r1" && ps -eo pid,ppid,etime,args | rg '"'"'arm_shoot|shoot_expr|chromium|variant_build'"'"' | head -30 && df -h "$WORK"'
    2     1       00:00 /bin/bash -c source ~/Projects/lowmarch-bench/kit/env-c.sh && ls -l "$WORK/shot_r1" && ps -eo pid,ppid,etime,args | rg 'arm_shoot|shoot_expr|chromium|variant_build' | head -30 && df -h "$WORK"
   17     2       00:00 rg arm_shoot|shoot_expr|chromium|variant_build
   18     2       00:00 /bin/bash -c source ~/Projects/lowmarch-bench/kit/env-c.sh && ls -l "$WORK/shot_r1" && ps -eo pid,ppid,etime,args | rg 'arm_shoot|shoot_expr|chromium|variant_build' | head -30 && df -h "$WORK"
Filesystem      Size  Used Avail Use% Mounted on
/dev/sdd       1007G  406G  551G  43% ~/Projects/lowmarch-bench/work/c
  • exec_commandsource ~/Projects/lowmarch-bench/kit/env-c.sh && cp "$KIT/shoot_expr.sh" "$WORK/shoot_resume.sh" && python3 - <<'PY'

    command

    source ~/Projects/lowmarch-bench/kit/env-c.sh && cp "$KIT/shoot_expr.sh" "$WORK/shoot_resume.sh" && python3 - <<'PY'
import os
from pathlib import Path
p=Path(os.environ['WORK'])/'shoot_resume.sh'
s=p.read_text().replace('  cp "$d"/*.glb.json', '  if [ -s "$WORK/shot_$TAG/$name/painted_arm_f_slender.png" ] && [ -s "$WORK/shot_$TAG/$name/painted_arm_m_youth.png" ]; then continue; fi\n  cp "$d"/*.glb.json').replace(' > /dev/null || echo "SHOOT FAILED $name"',' || echo "SHOOT FAILED $name"')
p.write_text(s)
PY
bash "$WORK/shoot_resume.sh" "$LOWMARCH_REPO/review/vroid-02/index.html" r1 && "$KIT/sheets.sh" r1 'Round 1: independent features and brows through bangs' && date -Is

    result, 4 lines

    Script completed
Wall time 1.2 seconds
Output:
{"chunk_id":"2e8712","wall_time_seconds":1.000259956,"session_id":61266,"original_token_count":0,"output":""}

agent

+6:31

The capture run stopped partway through after the builds completed, so I’m resuming only the missing images and retaining the completed captures. The first close-up shows the brow overlay may need to be softer.

  • write_stdinpoll session 61266

    input

    const r=await tools.write_stdin({session_id:61266,chars:"",yield_time_ms:50000,max_output_tokens:3000});text(JSON.stringify(r));

    result, 4 lines

    Script running with cell ID 26
Wall time 31.0 seconds
Output:
  • waitcell 26

    input

    {
  "cell_id": "26",
  "yield_time_ms": 20000
}

    result, 4 lines

    Script completed
Wall time 16.6 seconds
Output:
{"chunk_id":"fe4141","wall_time_seconds":50.001293958,"session_id":61266,"original_token_count":51,"output":"arm_f_slender ~/Projects/lowmarch-bench/work/c/shot_r1/lip_E/painted_arm_f_slender.png 17s\narm_m_youth ~/Projects/lowmarch-bench/work/c/shot_r1/lip_E/painted_arm_m_youth.png 15s\n"}
  • write_stdinpoll session 61266

    input

    const r=await tools.write_stdin({session_id:61266,chars:"",yield_time_ms:50000,max_output_tokens:3000});text(JSON.stringify(r));

    result, 4 lines

    Script running with cell ID 27
Wall time 31.0 seconds
Output:

agent

+7:56

The resumed captures are completing normally. I’m preserving the full-angle images as well as the frontal sheets so the final choice can be checked for depth and occlusion artifacts.

  • waitcell 27

    input

    {
  "cell_id": "27",
  "yield_time_ms": 20000
}

    result, 4 lines

    Script completed
Wall time 16.6 seconds
Output:
{"chunk_id":"357848","wall_time_seconds":50.002350165,"session_id":61266,"original_token_count":102,"output":"arm_f_slender ~/Projects/lowmarch-bench/work/c/shot_r1/lip_I/painted_arm_f_slender.png 18s\narm_m_youth ~/Projects/lowmarch-bench/work/c/shot_r1/lip_I/painted_arm_m_youth.png 17s\narm_f_slender ~/Projects/lowmarch-bench/work/c/shot_r1/lip_O/painted_arm_f_slender.png 19s\narm_m_youth ~/Projects/lowmarch-bench/work/c/shot_r1/lip_O/painted_arm_m_youth.png 16s\n"}
  • write_stdinpoll session 61266

    input

    const r=await tools.write_stdin({session_id:61266,chars:"",yield_time_ms:50000,max_output_tokens:3000});text(JSON.stringify(r));

    result, 4 lines

    Script running with cell ID 28
Wall time 31.0 seconds
Output:
  • waitcell 28

    input

    {
  "cell_id": "28",
  "yield_time_ms": 20000
}

    result, 4 lines

    Script completed
Wall time 17.0 seconds
Output:
{"chunk_id":"7abee2","wall_time_seconds":50.001361666,"session_id":61266,"original_token_count":51,"output":"arm_f_slender ~/Projects/lowmarch-bench/work/c/shot_r1/lip_U/painted_arm_f_slender.png 18s\narm_m_youth ~/Projects/lowmarch-bench/work/c/shot_r1/lip_U/painted_arm_m_youth.png 14s\n"}

agent

+9:08

The lip-shape captures are now in place. The remaining renders include neutral, sadness, surprise and the one-eyed expressions, which are the most useful checks for the revised facial controls.

  • write_stdinpoll session 61266

    input

    const r=await tools.write_stdin({session_id:61266,chars:"",yield_time_ms:50000,max_output_tokens:3000});text(JSON.stringify(r));

    result, 4 lines

    Script running with cell ID 29
Wall time 31.0 seconds
Output:
  • waitcell 29

    input

    {
  "cell_id": "29",
  "yield_time_ms": 20000
}

    result, 4 lines

    Script completed
Wall time 17.1 seconds
Output:
{"chunk_id":"9f33de","wall_time_seconds":50.002302704,"session_id":61266,"original_token_count":102,"output":"arm_f_slender ~/Projects/lowmarch-bench/work/c/shot_r1/neutral/painted_arm_f_slender.png 18s\narm_m_youth ~/Projects/lowmarch-bench/work/c/shot_r1/neutral/painted_arm_m_youth.png 17s\narm_f_slender ~/Projects/lowmarch-bench/work/c/shot_r1/sad/painted_arm_f_slender.png 16s\narm_m_youth ~/Projects/lowmarch-bench/work/c/shot_r1/sad/painted_arm_m_youth.png 16s\n"}
  • view_image~/Projects/lowmarch-bench/work/c/shot_r1/neutral/painted_arm_m_youth.png

    input

    const im=await tools.view_image({path:"~/Projects/lowmarch-bench/work/c/shot_r1/neutral/painted_arm_m_youth.png",detail:"original"});image(im.image_url);

    result, 4 lines

    Script completed
Wall time 0.1 seconds
Output:
    shot_r1_neutral_youth.png
    shot_r1_neutral_youth.png
  • write_stdinpoll session 61266

    input

    const r=await tools.write_stdin({session_id:61266,chars:"",yield_time_ms:50000,max_output_tokens:3000});text(JSON.stringify(r));

    result, 4 lines

    Script running with cell ID 31
Wall time 31.0 seconds
Output:

agent

+10:41

The neutral youth confirms the overlay is too prominent at its initial strength. The direction is useful, but I’ll soften the through-hair portion so the resting face remains calm.

  • waitcell 31

    input

    {
  "cell_id": "31",
  "yield_time_ms": 20000
}

    result, 4 lines

    Script completed
Wall time 14.6 seconds
Output:
{"chunk_id":"68c2da","wall_time_seconds":50.001818904,"session_id":61266,"original_token_count":102,"output":"arm_f_slender ~/Projects/lowmarch-bench/work/c/shot_r1/shout/painted_arm_f_slender.png 16s\narm_m_youth ~/Projects/lowmarch-bench/work/c/shot_r1/shout/painted_arm_m_youth.png 12s\narm_f_slender ~/Projects/lowmarch-bench/work/c/shot_r1/smile/painted_arm_f_slender.png 17s\narm_m_youth ~/Projects/lowmarch-bench/work/c/shot_r1/smile/painted_arm_m_youth.png 13s\n"}
  • write_stdinpoll session 61266

    input

    const r=await tools.write_stdin({session_id:61266,chars:"",yield_time_ms:50000,max_output_tokens:3000});text(JSON.stringify(r));

    result, 4 lines

    Script running with cell ID 32
Wall time 31.0 seconds
Output:
  • waitcell 32

    input

    {
  "cell_id": "32",
  "yield_time_ms": 20000
}

    result, 4 lines

    Script completed
Wall time 17.4 seconds
Output:
{"chunk_id":"b870a5","wall_time_seconds":50.001434143,"session_id":61266,"original_token_count":51,"output":"arm_f_slender ~/Projects/lowmarch-bench/work/c/shot_r1/smug/painted_arm_f_slender.png 19s\narm_m_youth ~/Projects/lowmarch-bench/work/c/shot_r1/smug/painted_arm_m_youth.png 13s\n"}