{"schema_version":"ATIF-v1.7","session_id":"7ea078be-ea71-4107-aee1-44bfbef99f69","agent":{"name":"computer-1","version":"1.1.0","model_name":"claude-opus-5"},"steps":[{"step_id":1,"timestamp":"2026-09-04T16:55:30.522353+00:00","source":"user","message":"# Groom and simulate swept-back hair\n\nOpen `/home/ubuntu/task/input/task008_start.blend`. The two reference frames in `/home/ubuntu/task/input/reference-images/` show the intended swept-back brown hairstyle and its subtle motion between frames 1 and 30.\n\nPreserve the supplied `head` mesh topology, transforms, skin material, active camera, lights, and world. You may add collision physics to `head`, but do not remodel or replace it.\n\n## Scalp and groom\n\n- Create a separate mesh object named exactly `scalp`, fitted closely and coincidently to the upper head surface.\n- Keep hair roots off the face, forehead, ears, and neck. The scalp must not visibly poke through the head.\n- Use Blender 4.5 legacy particle hair on `scalp`.\n- Groom a natural swept-back silhouette with readable clumps and curl. Avoid a uniformly wet, helmet-like, or plug-like result and avoid intersections with the head.\n- Set the viewport child percentage to 10%. This refers to the particle system's viewport children, not hiding 90% of the parent hairs; retain the full rendered child density.\n- Use a brown Principled Hair BSDF material.\n\n## Dynamics\n\nEnable hair dynamics with gravity and make `head` a collision object. Frames 1 and 30 must show subtle but real simulated movement without explosions, tunneling, or tearing. Evaluate the simulation sequentially from frame 1 before rendering frame 30.\n\nKeep the existing Cycles camera, lighting, 640 × 480 resolution, and bounded sample setting. Each frame must remain below five minutes on the task machine.\n\n## Outputs\n\nCreate exactly these deliverables:\n\n- `/home/ubuntu/task/output/submission/result.blend` — the editable scene with scalp, hair system, dynamics, and collision intact;\n- `/home/ubuntu/task/output/submission/hair-frame-001.png` — frame 1 rendered from `result.blend`;\n- `/home/ubuntu/task/output/submission/hair-frame-030.png` — frame 30 rendered from `result.blend`.\n\nReopen the saved blend and verify that the particle system, material, collision settings, and both frames work without external files.\n"},{"step_id":2,"timestamp":"2026-09-04T16:55:50.413148+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: I'll start by inspecting the environment and the input file.","tool_calls":[{"tool_call_id":"call_0_1","function_name":"bash_command","arguments":{"command":"ls -la /home/ubuntu/task/input /home/ubuntu/task/input/reference-images /home/ubuntu/task/output 2>&1; which blender; nproc; free -g | head -3","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"/home/ubuntu/task/input:\\ntotal 1032\\ndrwxr-xr-x 1 ubuntu ubuntu      69 Sep  4 16:55 .\\ndrwxr-xr-x 1 ubuntu ubuntu      27 Aug  7 05:45 ..\\ndrwxr-xr-x 2 ubuntu ubuntu      65 Sep  4 16:55 reference-images\\n-rw-r--r-- 1 ubuntu ubuntu 1054283 Sep  4 16:55 task008_start.blend\\n\\n/home/ubuntu/task/input/reference-images:\\ntotal 672\\ndrwxr-xr-x 2 ubuntu ubuntu     65 Sep  4 16:55 .\\ndrwxr-xr-x 1 ubuntu ubuntu     69 Sep  4 16:55 ..\\n-rw-r--r-- 1 ubuntu ubuntu 340834 Sep  4 16:55 hair_solution_fr1.png\\n-rw-r--r-- 1 ubuntu ubuntu 340447 Sep  4 16:55 hair_solution_fr30.png\\n\\n/home/ubuntu/task/output:\\ntotal 392\\ndrwxr-xr-x 3 ubuntu ubuntu     55 Aug 19 05:01 .\\ndrwxr-xr-x 1 ubuntu ubuntu     27 Aug  7 05:45 ..\\n-rw-r--r-- 1 ubuntu ubuntu 400388 Aug 19 05:01 scene.blend\\ndrwxr-xr-x 2 ubuntu ubuntu     10 Aug  7 05:45 submission\\n/usr/local/bin/blender\\n48\\n               total        used        free      shared  buff/cache   available\\nMem:             377          70         139           2         167         295\\nSwap:              0           0           0\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":1008,"cached_tokens":2617}},{"step_id":3,"timestamp":"2026-09-04T16:56:10.327310+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: Bash works. Let me inspect the input scene.","tool_calls":[{"tool_call_id":"call_1_1","function_name":"bash_command","arguments":{"command":"cat > /tmp/inspect.py << 'EOF'\nimport bpy, mathutils\nsc = bpy.context.scene\nprint(\"objects:\")\nfor o in bpy.data.objects:\n    print(\"  \", o.name, o.type, \"loc\", tuple(round(v,3) for v in o.location), \"dim\", tuple(round(v,3) for v in o.dimensions), \"scale\", tuple(o.scale))\nprint(\"camera\", sc.camera.name if sc.camera else None)\nif sc.camera:\n    c = sc.camera\n    print(\"cam loc\", tuple(c.location), \"rot\", tuple(c.rotation_euler), \"lens\", c.data.lens)\nprint(\"engine\", sc.render.engine, \"res\", sc.render.resolution_x, sc.render.resolution_y, sc.render.resolution_percentage)\nprint(\"samples\", sc.cycles.samples, \"adaptive\", sc.cycles.use_adaptive_sampling, \"device\", sc.cycles.device)\nprint(\"frame range\", sc.frame_start, sc.frame_end)\nprint(\"materials\", [m.name for m in bpy.data.materials])\nprint(\"world\", sc.world.name if sc.world else None)\nh = bpy.data.objects.get(\"head\")\nif h:\n    me = h.data\n    print(\"head verts\", len(me.vertices), \"polys\", len(me.polygons))\n    print(\"head matrix\", h.matrix_world)\n    zs = [ (h.matrix_world @ v.co) for v in me.vertices]\n    import statistics\n    print(\"bbox min\", [round(min(p[i] for p in zs),3) for i in range(3)])\n    print(\"bbox max\", [round(max(p[i] for p in zs),3) for i in range(3)])\n    print(\"mods\", [(m.name,m.type) for m in h.modifiers])\n    print(\"mats\", [ms.material.name if ms.material else None for ms in h.material_slots])\nEOF\nblender -b /home/ubuntu/task/input/task008_start.blend -P /tmp/inspect.py 2>&1 | tail -40","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"objects:\\n   Camera CAMERA loc (19.109, -58.334, 34.172) dim (0.0, 0.0, 0.0) scale (1.0, 1.0, 1.0)\\n   head MESH loc (0.0, 0.0, 0.0) dim (18.407, 29.579, 22.052) scale (1.0, 1.0, 1.0)\\n   Spot LIGHT loc (-26.973, -9.279, 31.227) dim (0.0, 0.0, 0.0) scale (1.0, 1.0, 1.0)\\n   Spot.001 LIGHT loc (16.378, -25.431, 24.54) dim (0.0, 0.0, 0.0) scale (1.0, 1.0, 1.0)\\n   sun LIGHT loc (4.076, 1.005, 5.904) dim (0.0, 0.0, 0.0) scale (1.0, 1.0, 1.0)\\ncamera Camera\\ncam loc (19.108890533447266, -58.33423614501953, 34.172420501708984) rot (1.2663986682891846, -0.0, 0.34792816638946533) lens 50.0\\nengine CYCLES res 640 480 100\\nsamples 16 adaptive True device CPU\\nframe range 1 30\\nmaterials ['skin_mtl']\\nworld World\\nhead verts 4530 polys 4462\\nhead matrix <Matrix 4x4 (1.0000, 0.0000,  0.0000, 0.0000)\\n            (0.0000, 0.0000, -1.0000, 0.0000)\\n            (0.0000, 1.0000,  0.0000, 0.0000)\\n            (0.0000, 0.0000,  0.0000, 1.0000)>\\nbbox min [-9.179, -13.387, -0.103]\\nbbox max [9.228, 8.665, 29.476]\\nmods []\\nmats ['skin_mtl']\\nBlender 4.5.12 LTS (hash 84afd5f785f7 built 2026-07-21 01:31:22)\\nRead blend: \\\"/home/ubuntu/task/input/task008_start.blend\\\"\\n\\nBlender quit\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":832,"cached_tokens":5162}},{"step_id":4,"timestamp":"2026-09-04T16:57:36.402303+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: Now let me analyze the head geometry in detail and check relevant API properties.","tool_calls":[{"tool_call_id":"call_3_1","function_name":"bash_command","arguments":{"command":"cat > /tmp/geo.py << 'EOF'\nimport bpy\nh = bpy.data.objects[\"head\"]\nM = h.matrix_world\npts = [M @ v.co for v in h.data.vertices]\nimport collections\nbands = collections.defaultdict(list)\nfor p in pts:\n    bands[int(p.z//2)].append(p)\nfor k in sorted(bands):\n    b = bands[k]\n    print(\"z %5.1f-%5.1f n=%4d x[%7.2f %7.2f] y[%7.2f %7.2f]\" % (k*2,(k+1)*2,len(b),\n      min(p.x for p in b), max(p.x for p in b), min(p.y for p in b), max(p.y for p in b)))\n# check API props\nps = bpy.data.particles.new(\"tmp\")\nfor name in [\"child_percent\",\"child_nbr\",\"rendered_child_count\",\"display_percentage\",\"child_type\",\"kink\",\"clump_factor\",\"hair_length\",\"hair_step\",\"use_render_emitter\",\"material\",\"material_slot\",\"roughness_endpoint\",\"child_radius\",\"clump_shape\",\"kink_amplitude\",\"kink_frequency\",\"kink_shape\",\"roughness_1\",\"roughness_2\",\"roughness_end\",\"child_length\",\"child_parting_factor\"]:\n    print(name, hasattr(ps,name), getattr(ps,name,None) if hasattr(ps,name) else \"\")\nEOF\nblender -b /home/ubuntu/task/input/task008_start.blend -P /tmp/geo.py 2>&1 | head -60","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"z  -2.0-  0.0 n=   7 x[  -1.41    1.35] y[  -4.65   -4.56]\\nz   0.0-  2.0 n=  84 x[  -6.55    6.60] y[  -4.57    6.79]\\nz   2.0-  4.0 n= 135 x[  -6.52    6.58] y[  -5.77    6.54]\\nz   4.0-  6.0 n= 153 x[  -5.65    5.66] y[  -7.84    5.92]\\nz   6.0-  8.0 n= 234 x[  -5.58    5.61] y[ -12.07    5.23]\\nz   8.0- 10.0 n= 166 x[  -5.70    5.68] y[ -12.31    5.04]\\nz  10.0- 12.0 n= 428 x[  -6.30    6.15] y[ -12.81    5.33]\\nz  12.0- 14.0 n= 511 x[  -8.37    8.33] y[ -13.08    6.84]\\nz  14.0- 16.0 n= 571 x[  -8.97    9.00] y[ -13.39    7.84]\\nz  16.0- 18.0 n= 728 x[  -9.18    9.23] y[ -12.69    8.41]\\nz  18.0- 20.0 n= 868 x[  -9.18    9.11] y[ -11.27    8.64]\\nz  20.0- 22.0 n= 168 x[  -8.06    8.16] y[ -11.20    8.67]\\nz  22.0- 24.0 n= 127 x[  -8.03    8.15] y[ -10.59    8.31]\\nz  24.0- 26.0 n= 132 x[  -7.38    7.54] y[ -10.05    7.86]\\nz  26.0- 28.0 n= 118 x[  -6.60    6.85] y[  -8.84    6.63]\\nz  28.0- 30.0 n= 100 x[  -4.00    4.05] y[  -5.96    4.23]\\nchild_percent True 10\\nchild_nbr False \\nrendered_child_count True 100\\ndisplay_percentage True 100\\nchild_type True NONE\\nkink True NO\\nclump_factor True 0.0\\nhair_length True 4.0\\nhair_step True 5\\nuse_render_emitter False \\nmaterial True 1\\nmaterial_slot True Default Material\\nroughness_endpoint True 0.0\\nchild_radius True 0.20000000298023224\\nclump_shape True 0.0\\nkink_amplitude True 0.20000000298023224\\nkink_frequency True 2.0\\nkink_shape True 0.0\\nroughness_1 True 0.0\\nroughness_2 True 0.0\\nroughness_end False \\nchild_length True 1.0\\nchild_parting_factor True 0.0\\nBlender 4.5.12 LTS (hash 84afd5f785f7 built 2026-07-21 01:31:22)\\nRead blend: \\\"/home/ubuntu/task/input/task008_start.blend\\\"\\n\\nBlender quit\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":619,"cached_tokens":13418}},{"step_id":5,"timestamp":"2026-09-04T16:58:11.985981+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_4_1","function_name":"bash_command","arguments":{"command":"ls /usr/share/applications 2>/dev/null; for c in feh eog xdg-open display convert firefox chromium google-chrome python3 pip3; do printf \"%s: %s\\n\" $c \"$(which $c 2>/dev/null)\"; done; python3 -c \"import PIL; print('PIL ok', PIL.__version__)\" 2>&1 | tail -1","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"defaults.list\\ndisplay-im6.q16.desktop\\nmimeinfo.cache\\npanel-desktop-handler.desktop\\npanel-preferences.desktop\\npython3.10.desktop\\nthunar-bulk-rename.desktop\\nthunar-settings.desktop\\nthunar.desktop\\nx11vnc.desktop\\nxfce-backdrop-settings.desktop\\nxfce-display-settings.desktop\\nxfce-keyboard-settings.desktop\\nxfce-mouse-settings.desktop\\nxfce-session-settings.desktop\\nxfce-settings-manager.desktop\\nxfce-ui-settings.desktop\\nxfce-wm-settings.desktop\\nxfce-wmtweaks-settings.desktop\\nxfce-workspaces-settings.desktop\\nxfce4-about.desktop\\nxfce4-accessibility-settings.desktop\\nxfce4-appfinder.desktop\\nxfce4-color-settings.desktop\\nxfce4-file-manager.desktop\\nxfce4-mail-reader.desktop\\nxfce4-mime-settings.desktop\\nxfce4-run.desktop\\nxfce4-session-logout.desktop\\nxfce4-settings-editor.desktop\\nxfce4-web-browser.desktop\\nfeh: \\neog: \\nxdg-open: /usr/bin/xdg-open\\ndisplay: /usr/bin/display\\nconvert: /usr/bin/convert\\nfirefox: \\nchromium: /usr/bin/chromium\\ngoogle-chrome: \\npython3: /usr/bin/python3\\npip3: /usr/local/bin/pip3\\nPIL ok 9.0.1\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":1744,"cached_tokens":19244}},{"step_id":6,"timestamp":"2026-09-04T16:58:31.246608+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_5_1","function_name":"bash_command","arguments":{"command":"cd /tmp && convert +append /home/ubuntu/task/input/reference-images/hair_solution_fr1.png /home/ubuntu/task/input/reference-images/hair_solution_fr30.png /tmp/ref.png && identify /tmp/ref.png && (DISPLAY=:1 setsid display -geometry +10+100 /tmp/ref.png >/dev/null 2>&1 &) ; sleep 3; echo launched","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"/tmp/ref.png PNG 1280x480 640x480+0+0 8-bit sRGB 399395B 0.000u 0:00.000\\nlaunched\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":496,"cached_tokens":23757}},{"step_id":7,"timestamp":"2026-09-04T16:58:47.659825+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_6_1","function_name":"computer_action","arguments":{"type":"zoom","x":null,"y":null,"end_x":null,"end_y":null,"text":null,"keys":null,"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":null,"model_y":null,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep6.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":211,"cached_tokens":28493}},{"step_id":8,"timestamp":"2026-09-04T17:00:24.432921+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_8_1","function_name":"bash_command","arguments":{"command":"cat > /tmp/geo2.py << 'EOF'\nimport bpy\nh=bpy.data.objects[\"head\"]; M=h.matrix_world\npts=[M@v.co for v in h.data.vertices]\near=[p for p in pts if abs(p.x)>8.3]\nprint(\"wide verts n=\",len(ear),\"z[%.1f %.1f] y[%.1f %.1f]\"%(min(p.z for p in ear),max(p.z for p in ear),min(p.y for p in ear),max(p.y for p in ear)))\nimport collections\nb=collections.defaultdict(list)\nfor p in ear: b[int(p.z)].append(p)\nfor k in sorted(b): print(\"  wide z%d n=%d y[%.1f %.1f] |x|max %.2f\"%(k,len(b[k]),min(p.y for p in b[k]),max(p.y for p in b[k]),max(abs(p.x) for p in b[k])))\nprint(\"--- mid profile (|x|<0.6): front-most and back-most y per z ---\")\nmid=[p for p in pts if abs(p.x)<0.6]\nb=collections.defaultdict(list)\nfor p in mid: b[int(p.z)].append(p)\nfor k in sorted(b): print(\"  z%2d n=%3d yfront %7.2f yback %7.2f\"%(k,len(b[k]),min(p.y for p in b[k]),max(p.y for p in b[k])))\nEOF\nblender -b /home/ubuntu/task/input/task008_start.blend -P /tmp/geo2.py 2>&1 | head -70","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"wide verts n= 173 z[13.6 18.9] y[-1.0 2.1]\\n  wide z13 n=4 y[0.2 1.3] |x|max 8.37\\n  wide z14 n=15 y[0.2 1.7] |x|max 8.78\\n  wide z15 n=23 y[0.2 2.0] |x|max 9.00\\n  wide z16 n=38 y[-0.3 2.1] |x|max 9.23\\n  wide z17 n=43 y[-1.0 1.7] |x|max 9.20\\n  wide z18 n=50 y[-0.9 1.3] |x|max 9.18\\n--- mid profile (|x|<0.6): front-most and back-most y per z ---\\n  z 0 n=  8 yfront   -4.58 yback    6.79\\n  z 1 n=  1 yfront   -4.57 yback   -4.57\\n  z 2 n=  4 yfront   -5.07 yback    6.54\\n  z 3 n=  8 yfront   -5.77 yback    6.24\\n  z 4 n=  7 yfront   -6.24 yback    5.92\\n  z 5 n= 12 yfront   -7.84 yback    5.62\\n  z 6 n= 20 yfront  -11.93 yback    5.21\\n  z 7 n=  5 yfront  -12.07 yback    5.07\\n  z 8 n=  8 yfront  -11.92 yback    4.96\\n  z 9 n= 11 yfront  -12.31 yback    4.96\\n  z10 n= 16 yfront  -12.60 yback    5.07\\n  z11 n= 32 yfront  -12.81 yback    5.32\\n  z12 n= 16 yfront  -12.78 yback    6.27\\n  z13 n= 63 yfront  -13.08 yback    6.84\\n  z14 n= 22 yfront  -13.39 yback    7.40\\n  z15 n=  9 yfront  -13.22 yback    7.84\\n  z16 n= 14 yfront  -12.69 yback    8.15\\n  z17 n= 11 yfront  -11.79 yback    8.41\\n  z18 n= 16 yfront  -11.27 yback    8.52\\n  z19 n= 11 yfront  -11.10 yback    8.64\\n  z20 n= 10 yfront  -11.19 yback    8.67\\n  z21 n=  7 yfront  -11.04 yback    8.53\\n  z22 n=  3 yfront  -10.59 yback  -10.55\\n  z23 n=  4 yfront  -10.39 yback    8.31\\n  z24 n=  4 yfront  -10.05 yback    7.86\\n  z25 n=  4 yfront   -9.51 yback    7.31\\n  z26 n=  4 yfront   -8.84 yback    6.63\\n  z27 n=  6 yfront   -8.00 yback    5.88\\n  z28 n=  5 yfront   -5.95 yback    4.23\\n  z29 n=  8 yfront   -3.91 yback    2.49\\nBlender 4.5.12 LTS (hash 84afd5f785f7 built 2026-07-21 01:31:22)\\nRead blend: \\\"/home/ubuntu/task/input/task008_start.blend\\\"\\n\\nBlender quit\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":1783,"cached_tokens":31376}},{"step_id":9,"timestamp":"2026-09-04T17:02:13.861387+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_9_1","function_name":"bash_command","arguments":{"command":"mkdir -p /home/ubuntu/work && cat > /home/ubuntu/work/build.py << 'PYEOF'\nimport bpy, bmesh, math, random, sys\nfrom mathutils import Vector\nfrom mathutils.bvhtree import BVHTree\n\nargv = sys.argv[sys.argv.index(\"--\")+1:] if \"--\" in sys.argv else []\nOUT = argv[0] if argv else \"/home/ubuntu/work/work.blend\"\nP = dict(count=700, length=7.0, steps=9, sweep=0.9, curl_amp=0.30, curl_freq=2.2,\n         clear=0.30, offset=0.06, radius_scale=0.02)\nfor a in argv[1:]:\n    k,v = a.split(\"=\");  P[k]=float(v)\n\nrandom.seed(11)\nscene = bpy.context.scene\nhead = bpy.data.objects[\"head\"]\nMh = head.matrix_world\n\nCX,CY,CZ = 0.0,-1.2,21.0\nRX,RY,RZ = 8.5,9.9,8.5\ndef uof(p): return Vector(((p.x-CX)/RX,(p.y-CY)/RY,(p.z-CZ)/RZ))\ndef nrm_ell(p):\n    return Vector(((p.x-CX)/RX**2,(p.y-CY)/RY**2,(p.z-CZ)/RZ**2)).normalized()\ndef in_scalp(p):\n    if p.z < 19.6: return False\n    u = uof(p)\n    thr = -0.044 - 0.36*u.y\n    return u.z > thr\n\n# ---------------- scalp mesh ----------------\nold = bpy.data.objects.get(\"scalp\")\nif old: bpy.data.objects.remove(old, do_unlink=True)\nbm = bmesh.new(); bm.from_mesh(head.data); bm.transform(Mh)\nkeep = set(f for f in bm.faces if in_scalp(f.calc_center_median()))\nbmesh.ops.delete(bm, geom=[f for f in bm.faces if f not in keep], context='FACES')\nbmesh.ops.delete(bm, geom=[v for v in bm.verts if not v.link_faces], context='VERTS')\nbm.normal_update()\nfor v in bm.verts: v.co = v.co + v.normal*P[\"offset\"]\nme = bpy.data.meshes.new(\"scalp\")\nbm.to_mesh(me); bm.free()\nscalp = bpy.data.objects.new(\"scalp\", me)\nscene.collection.objects.link(scalp)\nprint(\"scalp verts\", len(me.vertices), \"faces\", len(me.polygons))\n\n# ---------------- hair material ----------------\nmname = \"hair_brown\"\nmat = bpy.data.materials.get(mname) or bpy.data.materials.new(mname)\nmat.use_nodes = True\nnt = mat.node_tree\nfor n in list(nt.nodes): nt.nodes.remove(n)\nout = nt.nodes.new(\"ShaderNodeOutputMaterial\"); out.location = (300,0)\nhb = nt.nodes.new(\"ShaderNodeBsdfHairPrincipled\"); hb.location = (0,0)\ntry: hb.parametrization = 'COLOR'\nexcept Exception as e: print(\"param err\", e)\ndef setin(name, val):\n    if name in hb.inputs:\n        try: hb.inputs[name].default_value = val\n        except Exception as e: print(\"in err\", name, e)\nsetin(\"Color\", (0.145, 0.055, 0.022, 1.0))\nsetin(\"Roughness\", 0.32)\nsetin(\"Radial Roughness\", 0.45)\nsetin(\"Coat\", 0.15)\nsetin(\"Random Roughness\", 0.25)\nnt.links.new(hb.outputs[0], out.inputs[\"Surface\"])\nme.materials.clear()\nme.materials.append(mat)\n\n# ---------------- particle system ----------------\nbpy.ops.object.select_all(action='DESELECT')\nbpy.context.view_layer.objects.active = scalp\nscalp.select_set(True)\nbpy.ops.object.particle_system_add()\npsys = scalp.particle_systems[0]\npsys.name = \"hair\"\nps = psys.settings\nps.name = \"hair_settings\"\nps.type = 'HAIR'\nps.count = int(P[\"count\"])\nps.hair_length = P[\"length\"]\nps.hair_step = int(P[\"steps\"])\nps.render_step = 5\nps.use_strand_primitive = True\nps.use_hair_bspline = True\nps.distribution = 'RAND'\nps.use_even_distribution = True\nps.use_modifier_stack = True\n# children\nps.child_type = 'INTERPOLATED'\nps.rendered_child_count = 100\nps.child_percent = 10\nps.child_radius = 0.55\nps.child_roundness = 0.6\nps.virtual_parents = 0.0\nps.clump_factor = 0.55\nps.clump_shape = 0.15\nps.use_clump_curve = False\nps.child_parting_factor = 0.35\nps.child_parting_min = 0.0\nps.child_parting_max = 30.0\nps.kink = 'CURL'\nps.kink_amplitude = P[\"curl_amp\"]\nps.kink_amplitude_clump = 0.4\nps.kink_frequency = P[\"curl_freq\"]\nps.kink_shape = 0.25\nps.kink_flat = 0.3\nps.roughness_1 = 0.06\nps.roughness_1_size = 2.0\nps.roughness_2 = 0.08\nps.roughness_2_size = 6.0\nps.roughness_endpoint = 0.12\nps.roughness_end_shape = 1.0\n# strand thickness\nps.root_radius = 1.0\nps.tip_radius = 0.12\nps.radius_scale = P[\"radius_scale\"]\nps.use_close_tip = True\nps.material = 1\n# hide emitter surface\nscalp.show_instancer_for_render = False\nscalp.show_instancer_for_viewport = False\n\nbpy.context.view_layer.update()\ndg = bpy.context.evaluated_depsgraph_get()\nev = scalp.evaluated_get(dg)\nprint(\"particles(eval)\", len(ev.particle_systems[0].particles))\nprint(\"particles(orig)\", len(psys.particles))\n\n# ---------------- groom ----------------\nbvh = BVHTree.FromObject(head, dg)\nback = Vector((0,1,0))\ndef push_out(p, clear):\n    r = bvh.find_nearest(p)\n    if r[0] is None: return p\n    loc, nor, idx, dist = r\n    d = (p-loc)\n    if d.dot(nor) < 0 or dist < clear:\n        return loc + nor*clear\n    return p\n\ndef smooth(t): return t*t*(3-2*t)\n\ndef groom(hkeys):\n    n = len(hkeys)\n    root = Vector(hkeys[0].co)\n    N = nrm_ell(root)\n    u = uof(root)\n    # target direction: back + slightly down, plus outward component\n    down = Vector((0,0,-1))\n    lateral = Vector((root.x,0,0))\n    lateral = lateral.normalized() if lateral.length > 1e-6 else Vector((1,0,0))\n    tgt = (back*1.0 + down*0.55 + N*0.35 + lateral*0.25*random.uniform(0.4,1.2)).normalized()\n    sweep = P[\"sweep\"]*random.uniform(0.85,1.05)\n    L = P[\"length\"]*random.uniform(0.8,1.15)\n    seg = L/(n-1)\n    # curl frame\n    e1 = N.cross(back)\n    if e1.length < 1e-5: e1 = N.cross(Vector((1,0,0)))\n    e1.normalize(); e2 = N.cross(e1).normalized()\n    phase = random.uniform(0, 6.283)\n    freq = random.uniform(1.5,2.6)\n    amp = 0.35*random.uniform(0.6,1.4)\n    jitter = Vector((random.gauss(0,0.12),random.gauss(0,0.12),random.gauss(0,0.12)))\n    p = root.copy()\n    for i in range(1, n):\n        t = i/(n-1)\n        a = smooth(min(1.0, t*1.25))*sweep\n        d = (N*(1-a) + tgt*a).normalized()\n        c = (e1*math.cos(phase+t*freq*6.283) + e2*math.sin(phase+t*freq*6.283))*amp*t\n        d = (d + c + jitter*t).normalized()\n        p = p + d*seg\n        p = push_out(p, P[\"clear\"]*(0.5+0.5*t))\n        hkeys[i].co = p\n\nok = True\ntry:\n    bpy.ops.particle.disconnect_hair(all=True)\nexcept Exception as e:\n    print(\"disconnect failed\", e); ok = False\npsys = scalp.particle_systems[0]\nprint(\"after disconnect: orig particles\", len(psys.particles), \"global\", psys.is_global_hair, \"edited\", psys.is_edited)\ncnt = 0\nfor part in psys.particles:\n    if len(part.hair_keys) > 1:\n        groom(part.hair_keys); cnt += 1\nprint(\"groomed\", cnt)\ntry:\n    bpy.ops.particle.connect_hair(all=True)\nexcept Exception as e:\n    print(\"connect failed\", e)\nprint(\"after connect: global\", psys.is_global_hair, \"edited\", psys.is_edited)\n\n# ---------------- dynamics ----------------\npsys.use_hair_dynamics = True\ncs = psys.cloth.settings\ncs.quality = 6\ncs.mass = 0.08\ncs.bending_stiffness = 3.0\ncs.bending_damping = 8.0\ncs.tension_stiffness = 20.0\ncs.compression_stiffness = 20.0\ncs.shear_stiffness = 8.0\ncs.tension_damping = 8.0\ncs.compression_damping = 8.0\ncs.shear_damping = 8.0\ncs.air_damping = 1.0\ncs.internal_friction = 0.05\ncs.pin_stiffness = 5.0\ncs.effector_weights.gravity = 1.0\ncol = psys.cloth.collision_settings\ncol.use_collision = True\ncol.collision_quality = 4\ncol.distance_min = 0.25\ncol.use_self_collision = False\npsys.point_cache.frame_start = 1\npsys.point_cache.frame_end = 30\n\n# head collision\nif not any(m.type=='COLLISION' for m in head.modifiers):\n    head.modifiers.new(\"Collision\", 'COLLISION')\ncset = head.collision\ncset.thickness_outer = 0.25\ncset.thickness_inner = 0.5\ncset.damping_factor = 0.6\ncset.friction_factor = 0.3\ncset.use_particle_kill = False\n\nscene.frame_start = 1\nscene.frame_end = 30\nbpy.ops.wm.save_as_mainfile(filepath=OUT)\nprint(\"SAVED\", OUT)\nPYEOF\ncd /home/ubuntu/work && blender -b /home/ubuntu/task/input/task008_start.blend -P build.py -- /home/ubuntu/work/work.blend 2>&1 | tail -30","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"scalp verts 546 faces 511\\nparticles(eval) 700\\nparticles(orig) 0\\nafter disconnect: orig particles 0 global True edited False\\ngroomed 0\\nafter connect: global False edited False\\nInfo: Saved as \\\"work.blend\\\"\\nSAVED /home/ubuntu/work/work.blend\\nBlender 4.5.12 LTS (hash 84afd5f785f7 built 2026-07-21 01:31:22)\\nRead blend: \\\"/home/ubuntu/task/input/task008_start.blend\\\"\\n\\nBlender quit\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":4,"completion_tokens":8035,"cached_tokens":80255}},{"step_id":10,"timestamp":"2026-09-04T17:02:54.860246+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_10_1","function_name":"bash_command","arguments":{"command":"cat > /tmp/t_edit.py << 'EOF'\nimport bpy\nsc=bpy.context.scene\nscalp=bpy.data.objects[\"scalp\"]\nbpy.ops.object.select_all(action='DESELECT')\nbpy.context.view_layer.objects.active=scalp\nscalp.select_set(True)\npsys=scalp.particle_systems[0]\nprint(\"before: orig particles\",len(psys.particles))\ntry:\n    r=bpy.ops.object.mode_set(mode='PARTICLE_EDIT')\n    print(\"mode_set ->\",r, bpy.context.object.mode)\nexcept Exception as e:\n    print(\"mode_set failed:\",e)\npsys=scalp.particle_systems[0]\nprint(\"in PE: orig particles\",len(psys.particles), \"edited\",psys.is_edited)\nif len(psys.particles):\n    p=psys.particles[0]\n    print(\"keys\",len(p.hair_keys),[tuple(round(c,2) for c in k.co) for k in p.hair_keys][:3])\n    for k in p.hair_keys[1:]:\n        k.co = (k.co[0], k.co[1]+3.0, k.co[2])\n    print(\"modified ok\")\ntry:\n    bpy.ops.object.mode_set(mode='OBJECT')\n    print(\"back to object\")\nexcept Exception as e: print(\"exit failed\",e)\nbpy.ops.wm.save_as_mainfile(filepath=\"/tmp/t_edit.blend\")\nEOF\ncat > /tmp/t_check.py << 'EOF'\nimport bpy\nscalp=bpy.data.objects[\"scalp\"]\npsys=scalp.particle_systems[0]\nprint(\"reload: particles\",len(psys.particles),\"edited\",psys.is_edited,\"global\",psys.is_global_hair)\nif len(psys.particles):\n    print([tuple(round(c,2) for c in k.co) for k in psys.particles[0].hair_keys][:3])\ndg=bpy.context.evaluated_depsgraph_get()\nev=scalp.evaluated_get(dg)\nps=ev.particle_systems[0]\nprint(\"eval particles\",len(ps.particles))\nprint(\"eval keys p0\",[tuple(round(c,2) for c in k.co) for k in ps.particles[0].hair_keys][:3])\nEOF\nblender -b /home/ubuntu/work/work.blend -P /tmp/t_edit.py 2>&1 | tail -15; echo ---- ; blender -b /tmp/t_edit.blend -P /tmp/t_check.py 2>&1 | tail -8","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"before: orig particles 0\\nmode_set -> {'FINISHED'} PARTICLE_EDIT\\nin PE: orig particles 700 edited False\\nkeys 10 [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\nmodified ok\\nback to object\\nInfo: Saved as \\\"t_edit.blend\\\"\\nBlender 4.5.12 LTS (hash 84afd5f785f7 built 2026-07-21 01:31:22)\\nRead blend: \\\"/home/ubuntu/work/work.blend\\\"\\n\\nBlender quit\\n----\\nreload: particles 700 edited False global False\\n[(0.0, 0.0, 0.0), (0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\neval particles 700\\neval keys p0 [(0.76, -10.4, 23.65), (0.81, -11.14, 23.9), (0.87, -11.87, 24.16)]\\nBlender 4.5.12 LTS (hash 84afd5f785f7 built 2026-07-21 01:31:22)\\nRead blend: \\\"/tmp/t_edit.blend\\\"\\n\\nBlender quit\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":2145,"cached_tokens":48850}},{"step_id":11,"timestamp":"2026-09-04T17:03:22.793744+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_11_1","function_name":"bash_command","arguments":{"command":"cat > /tmp/t2.py << 'EOF'\nimport bpy\nscalp=bpy.data.objects[\"scalp\"]\nbpy.ops.object.select_all(action='DESELECT')\nbpy.context.view_layer.objects.active=scalp; scalp.select_set(True)\ndef show(tag):\n    psys=scalp.particle_systems[0]\n    n=len(psys.particles)\n    k=[tuple(round(c,2) for c in kk.co) for kk in psys.particles[0].hair_keys][:3] if n else None\n    print(tag,\"n=\",n,\"global\",psys.is_global_hair,\"edited\",psys.is_edited,\"keys\",k)\nshow(\"start\")\nbpy.ops.object.mode_set(mode='PARTICLE_EDIT'); show(\"PE\")\nbpy.context.view_layer.update(); show(\"PE+update\")\ntry:\n    print(bpy.ops.particle.disconnect_hair(all=True)); \nexcept Exception as e: print(\"disc err\",e)\nshow(\"disconnected\")\ntry:\n    print(bpy.ops.particle.connect_hair(all=True))\nexcept Exception as e: print(\"conn err\",e)\nshow(\"connected\")\nbpy.ops.object.mode_set(mode='OBJECT'); show(\"object\")\nEOF\nblender -b /home/ubuntu/work/work.blend -P /tmp/t2.py 2>&1 | tail -20","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"start n= 0 global False edited False keys None\\nPE n= 700 global False edited False keys [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\nPE+update n= 700 global False edited False keys [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\n{'FINISHED'}\\ndisconnected n= 700 global True edited False keys [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\n{'FINISHED'}\\nconnected n= 700 global False edited False keys [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\nobject n= 700 global False edited False keys [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\nBlender 4.5.12 LTS (hash 84afd5f785f7 built 2026-07-21 01:31:22)\\nRead blend: \\\"/home/ubuntu/work/work.blend\\\"\\n\\nBlender quit\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":1333,"cached_tokens":55017}},{"step_id":12,"timestamp":"2026-09-04T17:05:17.141798+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_12_1","function_name":"bash_command","arguments":{"command":"cat > /tmp/t3.py << 'EOF'\nimport bpy\nscalp=bpy.data.objects[\"scalp\"]\nbpy.ops.object.select_all(action='DESELECT')\nbpy.context.view_layer.objects.active=scalp; scalp.select_set(True)\ndef show(tag):\n    psys=scalp.particle_systems[0]\n    n=len(psys.particles)\n    k=[tuple(round(c,2) for c in kk.co) for kk in psys.particles[0].hair_keys][:2] if n else None\n    print(tag,\"n=\",n,\"keys\",k)\nbpy.ops.object.mode_set(mode='PARTICLE_EDIT'); show(\"PE\")\nscalp.update_tag(); bpy.context.view_layer.update(); show(\"tag+update\")\nbpy.context.scene.frame_set(1); show(\"frame_set\")\nbpy.context.scene.frame_set(2); bpy.context.view_layer.update(); show(\"frame2\")\ndg=bpy.context.evaluated_depsgraph_get(); dg.update(); show(\"dgupdate\")\nev=scalp.evaluated_get(dg)\nprint(\"eval keys\", [tuple(round(c,2) for c in k.co) for k in ev.particle_systems[0].particles[0].hair_keys][:2])\n# try brush op / select ops which may sync\ntry:\n    print(bpy.ops.particle.select_all(action='SELECT')); show(\"selall\")\nexcept Exception as e: print(\"selall err\", e)\ntry:\n    print(bpy.ops.particle.rekey(keys_number=10)); show(\"rekey\")\nexcept Exception as e: print(\"rekey err\", e)\nEOF\nblender -b /home/ubuntu/work/work.blend -P /tmp/t3.py 2>&1 | tail -20","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"PE n= 700 keys [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\ntag+update n= 700 keys [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\nframe_set n= 700 keys [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\nframe2 n= 700 keys [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\ndgupdate n= 700 keys [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\neval keys [(0.76, -10.4, 23.65), (0.74, -11.17, 23.86)]\\n{'FINISHED'}\\nselall n= 700 keys [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\n{'FINISHED'}\\nrekey n= 700 keys [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\nBlender 4.5.12 LTS (hash 84afd5f785f7 built 2026-07-21 01:31:22)\\nRead blend: \\\"/home/ubuntu/work/work.blend\\\"\\n\\nBlender quit\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":3155,"cached_tokens":59840}},{"step_id":13,"timestamp":"2026-09-04T17:05:45.003273+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: Background mode can't populate hair keys. Let me test whether a GUI-mode Blender instance can.","tool_calls":[{"tool_call_id":"call_13_1","function_name":"bash_command","arguments":{"command":"cat > /tmp/t4.py << 'EOF'\nimport bpy\nlog = open(\"/tmp/t4log.txt\",\"w\")\ndef P(*a):\n    log.write(\" \".join(str(x) for x in a)+\"\\n\"); log.flush()\ndef run():\n    try:\n        scalp=bpy.data.objects[\"scalp\"]\n        bpy.ops.object.select_all(action='DESELECT')\n        bpy.context.view_layer.objects.active=scalp; scalp.select_set(True)\n        def show(tag):\n            psys=scalp.particle_systems[0]; n=len(psys.particles)\n            k=[tuple(round(c,2) for c in kk.co) for kk in psys.particles[0].hair_keys][:2] if n else None\n            P(tag,\"n=\",n,\"keys\",k,\"edited\",psys.is_edited,\"global\",psys.is_global_hair)\n        show(\"start\")\n        P(bpy.ops.object.mode_set(mode='PARTICLE_EDIT'))\n        show(\"PE\")\n        bpy.context.view_layer.update(); show(\"upd\")\n        psys=scalp.particle_systems[0]\n        if len(psys.particles) and psys.particles[0].hair_keys[1].co.length>0:\n            for pa in psys.particles:\n                for kk in list(pa.hair_keys)[1:]:\n                    kk.co = kk.co + __import__(\"mathutils\").Vector((0,0.0,0.0))\n            P(\"keys look valid\")\n        bpy.ops.object.mode_set(mode='OBJECT'); show(\"obj\")\n        bpy.ops.wm.save_as_mainfile(filepath=\"/tmp/t4.blend\")\n        P(\"saved\")\n    except Exception as e:\n        import traceback; P(\"ERR\", traceback.format_exc())\n    bpy.ops.wm.quit_blender()\nbpy.app.timers.register(run, first_interval=4.0)\nEOF\nDISPLAY=:1 timeout 90 blender /home/ubuntu/work/work.blend -P /tmp/t4.py > /tmp/t4out.txt 2>&1; echo \"exit=$?\"; cat /tmp/t4log.txt","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":1,\"stdout\":\"exit=0\\n\",\"stderr\":\"cat: /tmp/t4log.txt: No such file or directory\\n\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":1514,"cached_tokens":63877}},{"step_id":14,"timestamp":"2026-09-04T17:05:55.961547+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_14_1","function_name":"bash_command","arguments":{"command":"tail -20 /tmp/t4out.txt; ls -la /tmp/t4*.blend 2>/dev/null","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":2,\"stdout\":\"focused the running Blender session (0x00c00002)\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":153,"cached_tokens":69758}},{"step_id":15,"timestamp":"2026-09-04T17:06:11.725427+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_15_1","function_name":"bash_command","arguments":{"command":"file /usr/local/bin/blender; head -40 /usr/local/bin/blender 2>/dev/null; ls -la /usr/local/bin/ | head -20; ps aux | grep -i blender | head","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"#!/usr/bin/env bash\\n# Single-instance guard installed as /usr/local/bin/blender.\\n#\\n# harbor's computer-1 requires `application_command` for runtime_mode=desktop and\\n# launches it unconditionally with `setsid nohup` every time it prepares the\\n# environment (agents/computer_1/runtime.py:491,554-573,737-748). It does not ask\\n# whether the application is already running. Without this guard the boot launch\\n# and harbor's launch would produce two Blender sessions on one display: the\\n# agent would drive one window while the evidence capture and the sealed result\\n# followed the other.\\nset -euo pipefail\\n\\nreal=\\\"${REFRESH_BLENDER_BINARY:-/opt/blender/blender}\\\"\\ndisplay=\\\"${DISPLAY:-:1}\\\"\\nwindow_class=\\\"${REFRESH_BLENDER_WINDOW_CLASS:-Blender.Blender}\\\"\\nscene_path=\\\"${REFRESH_SCENE_PATH:-/home/ubuntu/task/output/scene.blend}\\\"\\nruntime_dir=/tmp/refresh-blender\\nlock_path=\\\"$runtime_dir/blender.lock\\\"\\n\\n# A non-interactive invocation opens no window, so it is not a second desktop\\n# session and must never be converted into a window focus. Headless rendering,\\n# hidden grading and `--version` all take this path unguarded.\\nfor argument in \\\"$@\\\"; do\\n  case \\\"$argument\\\" in\\n    -b | --background | -v | --version | -h | --help)\\n      exec \\\"$real\\\" \\\"$@\\\"\\n      ;;\\n  esac\\ndone\\n\\nmkdir -p \\\"$runtime_dir\\\"\\n\\nfind_window() {\\n  # Exact field equality on the third column, matching how harbor targets a\\n  # window (`wmctrl -lx | awk '$3 == target'`, runtime.py:750-757). A substring\\n  # match would focus a window harbor itself could not find.\\n  DISPLAY=\\\"$display\\\" wmctrl -lx 2>/dev/null \\\\\\n    | awk -v target=\\\"$window_class\\\" '$3 == target {print $1; exit}' || true\\n}\\n\\ntotal 61276\\ndrwxr-xr-x  2 root root     4096 Aug 19 05:02 .\\ndrwxr-xr-x 10 root root      154 Jun 27 02:04 ..\\n-rwxr-xr-x  1 root root     2616 Aug  7 05:40 blender\\nlrwxrwxrwx  1 root root       38 Aug 19 05:02 blender-python -> /opt/blender/4.5/python/bin/python3.11\\n-rwxr-xr-x  1 root root 62694373 Sep  4 14:01 daytona\\n-rwxr-xr-x  1 root root      221 Jul 29 00:35 pip\\n-rwxr-xr-x  1 root root      221 Jul 29 00:35 pip3\\n-rwxr-xr-x  1 root root      221 Jul 29 00:35 pip3.10\\n-rwxr-xr-x  1 root root      218 Jul 29 00:36 playwright\\n-rwxr-xr-x  1 root root     4221 Aug  7 05:40 refresh-start-capture\\n-rwxr-xr-x  1 root root     1307 Aug  7 05:40 refresh-stop-capture\\n-rwxr-xr-x  1 root root     1616 Jul 29 00:33 start-athena.sh\\n-rwxr-xr-x  1 root root     4121 Aug  7 05:40 start-blender.sh\\nubuntu         1  0.0  0.0 1276800 74808 ?       Ssl  16:55   0:18 /usr/local/bin/daytona /usr/local/bin/start-blender.sh\\nubuntu        93  0.0  0.0   4364  3336 ?        S    16:55   0:00 bash /usr/local/bin/start-blender.sh\\nubuntu       443  0.0  0.2 3517008 1005340 ?     Sl   16:55   0:16 /opt/blender/blender --factory-startup -noaudio /home/ubuntu/task/output/scene.blend\\nubuntu     11267  0.0  0.0   3472  1964 ?        SN   17:06   0:00 grep -i blender\\n\",\"stderr\":\"/tmp/computer-1-bash.9Ft4ip/command.sh: line 1: file: command not found\\n\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":476,"cached_tokens":73160}},{"step_id":16,"timestamp":"2026-09-04T17:08:43.685592+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_16_1","function_name":"bash_command","arguments":{"command":"echo hello; pkill -f \"ref.png\" ; echo killed","timeout_sec":30}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"hello\\nkilled\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":8,"completion_tokens":12532,"cached_tokens":330207}},{"step_id":17,"timestamp":"2026-09-04T17:09:19.994112+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_17_1","function_name":"bash_command","arguments":{"command":"cat > /home/ubuntu/work/part1.py << 'PYEOF'\nimport bpy, bmesh, math, random\nfrom mathutils import Vector\nfrom mathutils.bvhtree import BVHTree\n\nLOG = open(\"/home/ubuntu/work/gui_log.txt\", \"w\")\ndef P(*a):\n    s = \" \".join(str(x) for x in a)\n    LOG.write(s + \"\\n\"); LOG.flush(); print(s)\n\nCFG = dict(count=800, length=7.0, steps=9, sweep=0.92, clear=0.30, offset=0.06,\n           radius_scale=0.022, curl_amp=0.35, curl_freq=2.2)\n\nrandom.seed(11)\nscene = bpy.context.scene\nhead = bpy.data.objects[\"head\"]\nMh = head.matrix_world\nCX, CY, CZ = 0.0, -1.2, 21.0\nRX, RY, RZ = 8.5, 9.9, 8.5\n\ndef uof(p):\n    return Vector(((p.x-CX)/RX, (p.y-CY)/RY, (p.z-CZ)/RZ))\ndef nrm_ell(p):\n    return Vector(((p.x-CX)/RX**2, (p.y-CY)/RY**2, (p.z-CZ)/RZ**2)).normalized()\ndef in_scalp(p):\n    if p.z < 19.6:\n        return False\n    return uof(p).z > (-0.044 - 0.36*uof(p).y)\n\ndef make_scalp():\n    old = bpy.data.objects.get(\"scalp\")\n    if old:\n        bpy.data.objects.remove(old, do_unlink=True)\n    for m in list(bpy.data.meshes):\n        if m.name.startswith(\"scalp\") and m.users == 0:\n            bpy.data.meshes.remove(m)\n    bm = bmesh.new(); bm.from_mesh(head.data); bm.transform(Mh)\n    keep = set(f for f in bm.faces if in_scalp(f.calc_center_median()))\n    bmesh.ops.delete(bm, geom=[f for f in bm.faces if f not in keep], context='FACES')\n    bmesh.ops.delete(bm, geom=[v for v in bm.verts if not v.link_faces], context='VERTS')\n    bm.normal_update()\n    for v in bm.verts:\n        v.co = v.co + v.normal*CFG[\"offset\"]\n    me = bpy.data.meshes.new(\"scalp\")\n    bm.to_mesh(me); bm.free()\n    ob = bpy.data.objects.new(\"scalp\", me)\n    scene.collection.objects.link(ob)\n    P(\"scalp verts\", len(me.vertices), \"faces\", len(me.polygons))\n    return ob\n\ndef make_material():\n    mat = bpy.data.materials.get(\"hair_brown\") or bpy.data.materials.new(\"hair_brown\")\n    mat.use_nodes = True\n    nt = mat.node_tree\n    for n in list(nt.nodes):\n        nt.nodes.remove(n)\n    out = nt.nodes.new(\"ShaderNodeOutputMaterial\"); out.location = (300, 0)\n    hb = nt.nodes.new(\"ShaderNodeBsdfHairPrincipled\"); hb.location = (0, 0)\n    try:\n        hb.parametrization = 'COLOR'\n    except Exception as e:\n        P(\"param err\", e)\n    def si(n, v):\n        if n in hb.inputs:\n            try:\n                hb.inputs[n].default_value = v\n            except Exception as e:\n                P(\"in err\", n, e)\n    si(\"Color\", (0.150, 0.058, 0.024, 1.0))\n    si(\"Roughness\", 0.34)\n    si(\"Radial Roughness\", 0.45)\n    si(\"Random Roughness\", 0.25)\n    si(\"Coat\", 0.12)\n    nt.links.new(hb.outputs[0], out.inputs[\"Surface\"])\n    return mat\n\ndef make_psys(scalp, mat):\n    scalp.data.materials.clear()\n    scalp.data.materials.append(mat)\n    bpy.ops.object.select_all(action='DESELECT')\n    bpy.context.view_layer.objects.active = scalp\n    scalp.select_set(True)\n    while scalp.particle_systems:\n        bpy.ops.object.particle_system_remove()\n    bpy.ops.object.particle_system_add()\n    psys = scalp.particle_systems[0]\n    psys.name = \"hair\"\n    ps = psys.settings\n    ps.name = \"hair_settings\"\n    ps.type = 'HAIR'\n    ps.count = int(CFG[\"count\"])\n    ps.hair_length = CFG[\"length\"]\n    ps.hair_step = int(CFG[\"steps\"])\n    ps.render_step = 5\n    ps.use_strand_primitive = True\n    ps.use_hair_bspline = True\n    ps.distribution = 'RAND'\n    ps.use_even_distribution = True\n    ps.use_modifier_stack = True\n    ps.child_type = 'INTERPOLATED'\n    ps.rendered_child_count = 100\n    ps.child_percent = 10\n    ps.child_radius = 0.55\n    ps.child_roundness = 0.6\n    ps.child_length = 1.0\n    ps.child_length_threshold = 0.12\n    ps.clump_factor = 0.55\n    ps.clump_shape = 0.15\n    ps.child_parting_factor = 0.35\n    ps.child_parting_max = 30.0\n    ps.kink = 'CURL'\n    ps.kink_amplitude = CFG[\"curl_amp\"]\n    ps.kink_amplitude_clump = 0.4\n    ps.kink_frequency = CFG[\"curl_freq\"]\n    ps.kink_shape = 0.25\n    ps.kink_flat = 0.25\n    ps.roughness_1 = 0.06\n    ps.roughness_1_size = 2.0\n    ps.roughness_2 = 0.08\n    ps.roughness_2_size = 6.0\n    ps.roughness_endpoint = 0.12\n    ps.roughness_end_shape = 1.0\n    ps.root_radius = 1.0\n    ps.tip_radius = 0.12\n    ps.radius_scale = CFG[\"radius_scale\"]\n    ps.use_close_tip = True\n    ps.material = 1\n    scalp.show_instancer_for_render = False\n    scalp.show_instancer_for_viewport = False\n    bpy.context.view_layer.update()\n    return psys\nPYEOF\nwc -l /home/ubuntu/work/part1.py","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"130 /home/ubuntu/work/part1.py\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":2728,"cached_tokens":90317}},{"step_id":18,"timestamp":"2026-09-04T17:09:57.533515+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_18_1","function_name":"bash_command","arguments":{"command":"cat > /home/ubuntu/work/part2.py << 'PYEOF'\ndef view3d_override():\n    for w in bpy.context.window_manager.windows:\n        for a in w.screen.areas:\n            if a.type == 'VIEW_3D':\n                for r in a.regions:\n                    if r.type == 'WINDOW':\n                        return dict(window=w, area=a, region=r)\n    return None\n\ndef smooth(t):\n    return t*t*(3.0-2.0*t)\n\ndef make_groomer(bvh):\n    back = Vector((0.0, 1.0, 0.0))\n    down = Vector((0.0, 0.0, -1.0))\n    def push_out(p, clear):\n        r = bvh.find_nearest(p)\n        if r[0] is None:\n            return p\n        loc, nor, idx, dist = r\n        if (p-loc).dot(nor) < 0.0 or dist < clear:\n            return loc + nor*clear\n        return p\n    def groom(hkeys):\n        n = len(hkeys)\n        root = Vector(hkeys[0].co)\n        N = nrm_ell(root)\n        lat = Vector((root.x, 0.0, 0.0))\n        lat = lat.normalized() if lat.length > 1e-6 else Vector((1.0, 0.0, 0.0))\n        tgt = (back*1.0 + down*0.55 + N*0.35 + lat*random.uniform(0.1, 0.45)).normalized()\n        sweep = CFG[\"sweep\"]*random.uniform(0.85, 1.05)\n        L = CFG[\"length\"]*random.uniform(0.8, 1.15)\n        seg = L/(n-1)\n        e1 = N.cross(back)\n        if e1.length < 1e-5:\n            e1 = N.cross(Vector((1.0, 0.0, 0.0)))\n        e1.normalize()\n        e2 = N.cross(e1).normalized()\n        phase = random.uniform(0.0, 6.283)\n        freq = random.uniform(1.4, 2.6)\n        amp = 0.35*random.uniform(0.6, 1.4)\n        jit = Vector((random.gauss(0, 0.12), random.gauss(0, 0.12), random.gauss(0, 0.12)))\n        p = root.copy()\n        for i in range(1, n):\n            t = i/(n-1)\n            a = smooth(min(1.0, t*1.3))*sweep\n            d = (N*(1.0-a) + tgt*a).normalized()\n            c = (e1*math.cos(phase+t*freq*6.283) + e2*math.sin(phase+t*freq*6.283))*amp*t\n            d = (d + c + jit*t).normalized()\n            p = p + d*seg\n            p = push_out(p, CFG[\"clear\"]*(0.5+0.5*t))\n            hkeys[i].co = p\n    return groom\n\ndef do_groom(scalp):\n    ovr = view3d_override()\n    P(\"override\", \"ok\" if ovr else \"NONE\")\n    dg = bpy.context.evaluated_depsgraph_get()\n    bvh = BVHTree.FromObject(head, dg)\n    groom = make_groomer(bvh)\n    with bpy.context.temp_override(**ovr):\n        P(\"mode_set\", bpy.ops.object.mode_set(mode='PARTICLE_EDIT'))\n        P(\"selall\", bpy.ops.particle.select_all(action='SELECT'))\n        try:\n            P(\"translate\", bpy.ops.transform.translate(value=(0.0, 0.0, 0.0006)))\n        except Exception as e:\n            P(\"translate err\", e)\n        psys = scalp.particle_systems[0]\n        P(\"PE particles\", len(psys.particles), \"edited\", psys.is_edited)\n        if len(psys.particles):\n            k = psys.particles[0].hair_keys\n            P(\"sample keys\", [tuple(round(c, 2) for c in kk.co) for kk in k][:3])\n        good = 0\n        for pa in psys.particles:\n            hk = pa.hair_keys\n            if len(hk) > 2 and Vector(hk[0].co).length > 1.0:\n                groom(hk); good += 1\n        P(\"groomed\", good, \"of\", len(psys.particles))\n        bpy.ops.object.mode_set(mode='OBJECT')\n    scalp.update_tag()\n    bpy.context.view_layer.update()\n    psys = scalp.particle_systems[0]\n    P(\"after groom edited\", psys.is_edited, \"global\", psys.is_global_hair)\n    dg = bpy.context.evaluated_depsgraph_get()\n    ev = scalp.evaluated_get(dg)\n    ek = ev.particle_systems[0].particles[0].hair_keys\n    P(\"eval sample\", [tuple(round(c, 2) for c in kk.co) for kk in ek][:4])\n\ndef do_dynamics(scalp):\n    psys = scalp.particle_systems[0]\n    psys.use_hair_dynamics = True\n    cs = psys.cloth.settings\n    cs.quality = 6\n    cs.mass = 0.08\n    cs.bending_stiffness = 3.0\n    cs.bending_damping = 8.0\n    cs.tension_stiffness = 20.0\n    cs.compression_stiffness = 20.0\n    cs.shear_stiffness = 8.0\n    cs.tension_damping = 8.0\n    cs.compression_damping = 8.0\n    cs.shear_damping = 8.0\n    cs.air_damping = 1.0\n    cs.internal_friction = 0.05\n    cs.pin_stiffness = 5.0\n    cs.effector_weights.gravity = 1.0\n    col = psys.cloth.collision_settings\n    col.use_collision = True\n    col.collision_quality = 4\n    col.distance_min = 0.25\n    col.use_self_collision = False\n    psys.point_cache.frame_start = 1\n    psys.point_cache.frame_end = 30\n    if not any(m.type == 'COLLISION' for m in head.modifiers):\n        head.modifiers.new(\"Collision\", 'COLLISION')\n    c = head.collision\n    c.thickness_outer = 0.25\n    c.thickness_inner = 0.5\n    c.damping_factor = 0.6\n    c.friction_factor = 0.3\n    c.use_particle_kill = False\n    scene.frame_start = 1\n    scene.frame_end = 30\n    P(\"dynamics on\", psys.use_hair_dynamics, \"collision mods\", [m.type for m in head.modifiers])\nPYEOF\ncat > /home/ubuntu/work/build_gui.py << 'PYEOF'\nimport os\nbase = \"/home/ubuntu/work\"\ng = {}\nexec(open(os.path.join(base, \"part1.py\")).read(), g)\nexec(open(os.path.join(base, \"part2.py\")).read(), g)\nP = g[\"P\"]\nscalp = g[\"make_scalp\"]()\nmat = g[\"make_material\"]()\npsys = g[\"make_psys\"](scalp, mat)\ng[\"do_groom\"](scalp)\ng[\"do_dynamics\"](scalp)\nout = \"/home/ubuntu/work/groomed.blend\"\nbpy = g[\"bpy\"]\nbpy.ops.wm.save_as_mainfile(filepath=out)\nP(\"SAVED\", out)\nPYEOF\necho written; python3 -c 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3) for c in kk.co) for kk in psys.particles[0].hair_keys][:3])\nnz = sum(1 for pa in psys.particles if Vector(pa.hair_keys[0].co).length > 1.0)\nP(\"s6 nonzero roots\", nz)\nbpy.ops.wm.save_as_mainfile(filepath=\"/home/ubuntu/work/combed.blend\")\nP(\"s6 saved\")\nPYEOF\necho ok","timeout_sec":30}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"ok\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":803,"cached_tokens":169572}},{"step_id":54,"timestamp":"2026-09-04T17:19:01.335160+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_54_1","function_name":"computer_action","arguments":{"type":"type","x":null,"y":null,"end_x":null,"end_y":null,"text":"exec(open('/home/ubuntu/work/s6.py').read())","keys":null,"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":null,"model_y":null,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep54.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":87,"cached_tokens":171716}},{"step_id":55,"timestamp":"2026-09-04T17:19:13.732176+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_55_1","function_name":"computer_action","arguments":{"type":"keypress","x":null,"y":null,"end_x":null,"end_y":null,"text":null,"keys":["Return"],"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":null,"model_y":null,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep55.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":66,"cached_tokens":174357}},{"step_id":56,"timestamp":"2026-09-04T17:19:29.236134+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_56_1","function_name":"bash_command","arguments":{"command":"tail -5 /home/ubuntu/work/gui_log.txt; cat > /tmp/chk.py << 'EOF'\nimport bpy\nfrom mathutils import Vector\ns=bpy.data.objects[\"scalp\"]; ps=s.particle_systems[0]\nprint(\"orig particles\",len(ps.particles),\"edited\",ps.is_edited,\"global\",ps.is_global_hair)\nnz=sum(1 for p in ps.particles if Vector(p.hair_keys[0].co).length>1.0)\nprint(\"orig nonzero roots\",nz)\nif len(ps.particles): print(\"orig k\",[tuple(round(c,2) for c in k.co) for k in ps.particles[0].hair_keys][:3])\ndg=bpy.context.evaluated_depsgraph_get()\nev=s.evaluated_get(dg).particle_systems[0]\nprint(\"eval p0\",[tuple(round(c,2) for c in k.co) for k in ev.particles[0].hair_keys][:5])\nprint(\"eval p1\",[tuple(round(c,2) for c in k.co) for k in ev.particles[1].hair_keys][:5])\nEOF\nblender -b /home/ubuntu/work/combed.blend -P /tmp/chk.py 2>&1 | head -12","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"s3 nonzero roots 0 of 800\\ns6 mode OBJECT edited True particles 800\\ns6 keys [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\ns6 nonzero roots 0\\ns6 saved\\norig particles 800 edited True global False\\norig nonzero roots 0\\norig k [(0.0, 0.0, 0.0), (0.0, 0.0, 0.0), (0.0, 0.0, 0.0)]\\neval p0 [(0.76, -10.4, 23.65), (0.81, -11.14, 23.9), (0.87, -11.87, 24.16), (0.92, -12.6, 24.41), (0.98, -13.33, 24.67)]\\neval p1 [(0.25, -10.11, 24.57), (0.24, -10.81, 24.91), (0.23, -11.51, 25.24), (0.22, -12.22, 25.57), (0.22, -12.92, 25.9)]\\nBlender 4.5.12 LTS (hash 84afd5f785f7 built 2026-07-21 01:31:22)\\nRead blend: \\\"/home/ubuntu/work/combed.blend\\\"\\n\\nBlender quit\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":577,"cached_tokens":176184}},{"step_id":57,"timestamp":"2026-09-04T17:19:55.576492+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_57_1","function_name":"bash_command","arguments":{"command":"cat > /tmp/chk2.py << 'EOF'\nimport bpy, math\nfrom mathutils import Vector\ns=bpy.data.objects[\"scalp\"]\ndg=bpy.context.evaluated_depsgraph_get()\nev=s.evaluated_get(dg).particle_systems[0]\nbent=0; maxang=0; angs=[]\nfor p in ev.particles:\n    k=[Vector(kk.co) for kk in p.hair_keys]\n    d1=(k[1]-k[0]).normalized(); d2=(k[-1]-k[-2]).normalized()\n    a=math.degrees(d1.angle(d2))\n    angs.append(a)\n    if a>10: bent+=1\n    maxang=max(maxang,a)\nangs.sort()\nprint(\"n\",len(angs),\"bent>10deg\",bent,\"max\",round(maxang,1),\"median\",round(angs[len(angs)//2],2),\"p90\",round(angs[int(len(angs)*0.9)],2))\nEOF\nblender -b /home/ubuntu/work/combed.blend -P /tmp/chk2.py 2>&1 | head -5","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"n 800 bent>10deg 351 max 122.8 median 0.44 p90 90.34\\nBlender 4.5.12 LTS (hash 84afd5f785f7 built 2026-07-21 01:31:22)\\nRead blend: \\\"/home/ubuntu/work/combed.blend\\\"\\n\\nBlender 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setsid display -geometry +5+380 /tmp/cmp.png >/dev/null 2>&1 &) ; sleep 3; echo shown","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"total 392\\ndrwxr-xr-x 2 ubuntu ubuntu     40 Sep  4 17:37 .\\ndrwxr-xr-x 4 ubuntu ubuntu   4096 Sep  4 17:37 ..\\n-rw-r--r-- 1 ubuntu ubuntu 395102 Sep  4 17:37 hair-frame-001.png\\nshown\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":271,"cached_tokens":318738}},{"step_id":128,"timestamp":"2026-09-04T17:38:37.503214+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_128_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work && blender -b g1.blend -P tweak.py -- /home/ubuntu/work/g3.blend param=MELANIN mel=0.72 red=0.92 rough=0.38 rrough=0.55 randrough=0.2 coat=0.06 rs=0.05 clump=0.88 cshape=0.35 kamp=0.4 kfreq=3.4 kclump=0.7 crad=0.28 rchild=150 vchild=15 r1=0.05 r2=0.06 rend=0.10 2>&1 | tail -1 && blender -b g3.blend -P render.py -- /home/ubuntu/work/test3 1 2>&1 | grep -E \"RENDERED\" && convert +append /home/ubuntu/task/input/reference-images/hair_solution_fr1.png test3/hair-frame-001.png /tmp/cmp.png && pkill -f \"cmp.png\"; (DISPLAY=:1 setsid display -geometry +5+380 /tmp/cmp.png >/dev/null 2>&1 &) ; sleep 3; echo shown","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"Blender quit\\nRENDERED 1 /home/ubuntu/work/test3/hair-frame-001.png\\nshown\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":4,"completion_tokens":1284,"cached_tokens":647639}},{"step_id":129,"timestamp":"2026-09-04T17:39:17.784346+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: Good progress. Now let me finalize with dynamics, collision, and the required child settings.","tool_calls":[{"tool_call_id":"call_129_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work && cat > finalize.py << 'PYEOF'\nimport bpy, sys\nargv = sys.argv[sys.argv.index(\"--\")+1:]\nout = argv[0]\nsc = bpy.context.scene\nscalp = bpy.data.objects[\"scalp\"]\nhead = bpy.data.objects[\"head\"]\npsys = scalp.particle_systems[0]\nps = psys.settings\nps.rendered_child_count = 100\nps.child_percent = 10\nps.radius_scale = 0.055\npsys.use_hair_dynamics = True\ncs = psys.cloth.settings\ncs.quality = 6\ncs.mass = 0.06\ncs.bending_stiffness = 2.5\ncs.bending_damping = 6.0\ncs.tension_stiffness = 20.0\ncs.compression_stiffness = 20.0\ncs.shear_stiffness = 10.0\ncs.tension_damping = 8.0\ncs.compression_damping = 8.0\ncs.shear_damping = 8.0\ncs.air_damping = 1.0\ncs.internal_friction = 0.05\ncs.pin_stiffness = 6.0\ncs.effector_weights.gravity = 1.0\ncol = psys.cloth.collision_settings\ncol.use_collision = True\ncol.collision_quality = 4\ncol.distance_min = 0.25\ncol.use_self_collision = False\npsys.point_cache.frame_start = 1\npsys.point_cache.frame_end = 30\nif not any(m.type == 'COLLISION' for m in head.modifiers):\n    head.modifiers.new(\"Collision\", 'COLLISION')\nc = head.collision\nc.thickness_outer = 0.25\nc.thickness_inner = 0.6\nc.damping_factor = 0.6\nc.friction_factor = 0.3\nc.use_particle_kill = False\nsc.frame_start = 1\nsc.frame_end = 30\nsc.frame_set(1)\nprint(\"FINAL: dyn\", psys.use_hair_dynamics, \"child\", ps.child_percent, \"/\", ps.rendered_child_count,\n      \"collision\", [m.type for m in head.modifiers], \"engine\", sc.render.engine, \"samples\", sc.cycles.samples)\nbpy.ops.wm.save_as_mainfile(filepath=out)\nprint(\"SAVED\", out)\nPYEOF\nblender -b g3.blend -P finalize.py -- /home/ubuntu/work/final.blend 2>&1 | grep -E \"FINAL|SAVED\"","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"FINAL: dyn True child 10 / 100 collision ['COLLISION'] engine CYCLES samples 16\\nSAVED /home/ubuntu/work/final.blend\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":2200,"cached_tokens":327637}},{"step_id":130,"timestamp":"2026-09-04T17:41:31.383013+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: Now let me run the sequential simulation and render both frames:","tool_calls":[{"tool_call_id":"call_130_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work && time blender -b final.blend -P render.py -- /home/ubuntu/work/testf 1 30 2>&1 | grep -E \"RENDERED|Error|error\" ; ls -la testf","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":124,\"stdout\":\"\",\"stderr\":\"\",\"timed_out\":true,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":167,"cached_tokens":330001}},{"step_id":131,"timestamp":"2026-09-04T17:41:58.877896+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_131_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work && rm -rf testf && (setsid nohup blender -b final.blend -P render.py -- /home/ubuntu/work/testf 1 30 > /home/ubuntu/work/renderlog.txt 2>&1 &) ; sleep 5; echo started; tail -2 renderlog.txt","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"started\\nFra:1 Mem:172.37M (Peak 368.27M) | Time:00:04.42 | Mem:458.93M, Peak:458.93M | Scene, ViewLayer | Updating Device | Writing constant memory\\nFra:1 Mem:172.37M (Peak 368.27M) | Time:00:04.42 | Mem:458.93M, Peak:458.93M | Scene, ViewLayer | Sample 0/16\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":257,"cached_tokens":334155}},{"step_id":132,"timestamp":"2026-09-04T17:43:42.195503+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_132_1","function_name":"bash_command","arguments":{"command":"sleep 90; cd /home/ubuntu/work; tail -c 400 renderlog.txt; ls -la testf 2>/dev/null","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"ime:00:04.80 | Remaining:00:05.69 | Mem:469.48M, Peak:469.48M | Scene, ViewLayer | Sample 1/16\\nFra:1 Mem:188.23M (Peak 368.27M) | Time:00:09.51 | Mem:469.48M, Peak:469.48M | Scene, ViewLayer | Sample 16/16\\nFra:1 Mem:188.23M (Peak 368.27M) | Time:00:09.51 | Mem:469.48M, Peak:469.48M | Scene, ViewLayer | Finished\\nSaved: '/home/ubuntu/work/testf/hair-frame-001.png'\\nTime: 00:09.61 (Saving: 00:00.07)\\n\\ntotal 416\\ndrwxr-xr-x 2 ubuntu ubuntu     40 Sep  4 17:42 .\\ndrwxr-xr-x 6 ubuntu ubuntu   4096 Sep  4 17:42 ..\\n-rw-r--r-- 1 ubuntu ubuntu 420413 Sep  4 17:42 hair-frame-001.png\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":119,"cached_tokens":336152}},{"step_id":133,"timestamp":"2026-09-04T17:45:38.212790+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_133_1","function_name":"bash_command","arguments":{"command":"sleep 100; cd /home/ubuntu/work; tail -c 300 renderlog.txt; ls testf; pgrep -fa \"blender -b final\" | head -2","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\" Mem:188.23M (Peak 368.27M) | Time:00:09.51 | Mem:469.48M, Peak:469.48M | Scene, ViewLayer | Sample 16/16\\nFra:1 Mem:188.23M (Peak 368.27M) | Time:00:09.51 | Mem:469.48M, Peak:469.48M | Scene, ViewLayer | Finished\\nSaved: '/home/ubuntu/work/testf/hair-frame-001.png'\\nTime: 00:09.61 (Saving: 00:00.07)\\n\\nhair-frame-001.png\\n54201 /opt/blender/blender -b final.blend -P render.py -- /home/ubuntu/work/testf 1 30\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":274,"cached_tokens":338545}},{"step_id":134,"timestamp":"2026-09-04T17:47:46.310011+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_134_1","function_name":"bash_command","arguments":{"command":"sleep 110; cd /home/ubuntu/work; ls testf; tail -c 200 renderlog.txt; ps -o etimes=,pcpu= -p $(pgrep -f \"blender -b final\" | head -1) 2>/dev/null","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"hair-frame-001.png\\n16/16\\nFra:1 Mem:188.23M (Peak 368.27M) | Time:00:09.51 | Mem:469.48M, Peak:469.48M | Scene, ViewLayer | Finished\\nSaved: '/home/ubuntu/work/testf/hair-frame-001.png'\\nTime: 00:09.61 (Saving: 00:00.07)\\n\\n      0  0.0\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":255,"cached_tokens":341276}},{"step_id":135,"timestamp":"2026-09-04T17:48:01.986978+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_135_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; pgrep -fa blender; echo \"---\"; tail -20 renderlog.txt | head -20; echo \"---size:\"; wc -c renderlog.txt","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"1 /usr/local/bin/daytona /usr/local/bin/start-blender.sh\\n93 bash /usr/local/bin/start-blender.sh\\n443 /opt/blender/blender --factory-startup -noaudio /home/ubuntu/task/output/scene.blend\\n54201 /opt/blender/blender -b final.blend -P render.py -- /home/ubuntu/work/testf 1 30\\n---\\nFra:1 Mem:103.70M (Peak 368.27M) | Time:00:04.11 | Mem:390.18M, Peak:390.18M | Scene, ViewLayer | Updating Mesh | Copying Curves to device\\nFra:1 Mem:172.36M (Peak 368.27M) | Time:00:04.42 | Mem:458.85M, Peak:458.85M | Scene, ViewLayer | Updating Objects Flags\\nFra:1 Mem:172.36M (Peak 368.27M) | Time:00:04.42 | Mem:458.85M, Peak:458.85M | Scene, ViewLayer | Updating Primitive Offsets\\nFra:1 Mem:172.36M (Peak 368.27M) | Time:00:04.42 | Mem:458.85M, Peak:458.85M | Scene, ViewLayer | Updating Images\\nFra:1 Mem:172.36M (Peak 368.27M) | Time:00:04.42 | Mem:458.85M, Peak:458.85M | Scene, ViewLayer | Updating Camera Volume\\nFra:1 Mem:172.36M (Peak 368.27M) | Time:00:04.42 | Mem:458.85M, Peak:458.85M | Scene, ViewLayer | Updating Lookup Tables\\nFra:1 Mem:172.36M (Peak 368.27M) | Time:00:04.42 | Mem:458.93M, Peak:458.93M | Scene, ViewLayer | Updating Lights\\nFra:1 Mem:172.36M (Peak 368.27M) | Time:00:04.42 | Mem:458.93M, Peak:458.93M | Scene, ViewLayer | Updating Lights | Computing tree\\nFra:1 Mem:172.36M (Peak 368.27M) | Time:00:04.42 | Mem:458.93M, Peak:458.93M | Scene, ViewLayer | Updating Integrator\\nFra:1 Mem:172.36M (Peak 368.27M) | Time:00:04.42 | Mem:458.93M, Peak:458.93M | Scene, ViewLayer | Updating Film\\nFra:1 Mem:172.37M (Peak 368.27M) | Time:00:04.42 | Mem:458.85M, Peak:458.93M | Scene, ViewLayer | Updating Lookup Tables\\nFra:1 Mem:172.37M (Peak 368.27M) | Time:00:04.42 | Mem:458.93M, Peak:458.93M | Scene, ViewLayer | Updating Baking\\nFra:1 Mem:172.37M (Peak 368.27M) | Time:00:04.42 | Mem:458.93M, Peak:458.93M | Scene, ViewLayer | Updating Device | Writing constant memory\\nFra:1 Mem:172.37M (Peak 368.27M) | Time:00:04.42 | Mem:458.93M, Peak:458.93M | Scene, ViewLayer | Sample 0/16\\nFra:1 Mem:183.55M (Peak 368.27M) | Time:00:04.80 | Remaining:00:05.69 | Mem:469.48M, Peak:469.48M | Scene, ViewLayer | Sample 1/16\\nFra:1 Mem:188.23M (Peak 368.27M) | Time:00:09.51 | Mem:469.48M, Peak:469.48M | Scene, ViewLayer | Sample 16/16\\nFra:1 Mem:188.23M (Peak 368.27M) | Time:00:09.51 | Mem:469.48M, Peak:469.48M | Scene, ViewLayer | Finished\\nSaved: '/home/ubuntu/work/testf/hair-frame-001.png'\\nTime: 00:09.61 (Saving: 00:00.07)\\n\\n---size:\\n6858 renderlog.txt\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":285,"cached_tokens":343874}},{"step_id":136,"timestamp":"2026-09-04T17:50:21.175169+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_136_1","function_name":"bash_command","arguments":{"command":"sleep 115; cd /home/ubuntu/work; ls testf; tail -c 150 renderlog.txt; pgrep -f \"b final\" >/dev/null && echo RUNNING || echo DONE","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"hair-frame-001.png\\n9.51 | Mem:469.48M, Peak:469.48M | Scene, ViewLayer | Finished\\nSaved: '/home/ubuntu/work/testf/hair-frame-001.png'\\nTime: 00:09.61 (Saving: 00:00.07)\\n\\nRUNNING\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":764,"cached_tokens":346257}},{"step_id":137,"timestamp":"2026-09-04T17:52:38.296797+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_137_1","function_name":"bash_command","arguments":{"command":"sleep 115; cd /home/ubuntu/work; ls testf; pgrep -f \"b final\" >/dev/null && echo RUNNING || echo DONE","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"hair-frame-001.png\\nRUNNING\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":332,"cached_tokens":351326}},{"step_id":138,"timestamp":"2026-09-04T17:54:49.211020+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_138_1","function_name":"bash_command","arguments":{"command":"pkill -f \"b final\"; cd /home/ubuntu/work && cat > simtest.py << 'PYEOF'\nimport bpy, sys, time\nfrom mathutils import Vector\nargv = sys.argv[sys.argv.index(\"--\")+1:]\nkv = dict(a.split(\"=\") for a in argv)\nsc = bpy.context.scene\nscalp = bpy.data.objects[\"scalp\"]\npsys = scalp.particle_systems[0]\npsys.use_hair_dynamics = True\ncs = psys.cloth.settings\ncs.quality = int(kv.get(\"q\", 4))\ncs.mass = float(kv.get(\"mass\", 0.05))\ncs.bending_stiffness = float(kv.get(\"bend\", 1.0))\ncs.bending_damping = float(kv.get(\"bdamp\", 4.0))\ncs.tension_stiffness = float(kv.get(\"ts\", 5.0))\ncs.compression_stiffness = float(kv.get(\"ts\", 5.0))\ncs.shear_stiffness = float(kv.get(\"ts\", 5.0))\ncs.tension_damping = cs.compression_damping = cs.shear_damping = float(kv.get(\"sdamp\", 5.0))\ncs.air_damping = float(kv.get(\"air\", 1.0))\ncs.pin_stiffness = float(kv.get(\"pin\", 5.0))\ncs.internal_friction = 0.05\ncs.effector_weights.gravity = 1.0\ncol = psys.cloth.collision_settings\ncol.use_collision = True\ncol.collision_quality = int(kv.get(\"cq\", 2))\ncol.distance_min = float(kv.get(\"cdist\", 0.25))\ncol.use_self_collision = False\npsys.point_cache.frame_start = 1\npsys.point_cache.frame_end = 30\n\ndef tips():\n    dg = bpy.context.evaluated_depsgraph_get()\n    ev = scalp.evaluated_get(dg)\n    ps = ev.particle_systems[0]\n    return [Vector(p.hair_keys[-1].co) for p in ps.particles], [Vector(k.co) for p in ps.particles for k in p.hair_keys]\n\nt0 = time.time()\nsc.frame_set(1); bpy.context.view_layer.update()\nt1, all1 = tips()\nfor f in range(2, 31):\n    sc.frame_set(f); bpy.context.view_layer.update()\nt30, all30 = tips()\nd = [(a-b).length for a, b in zip(t1, t30)]\nd.sort()\nprint(\"SIMRESULT time=%.1fs n=%d meanTipDisp=%.3f median=%.3f p95=%.3f max=%.3f\" % (\n    time.time()-t0, len(d), sum(d)/len(d), d[len(d)//2], d[int(len(d)*0.95)], d[-1]))\nalld = [(a-b).length for a, b in zip(all1, all30)]\nprint(\"allkeys mean=%.3f max=%.3f\" % (sum(alld)/len(alld), max(alld)))\nif kv.get(\"save\"):\n    bpy.ops.wm.save_as_mainfile(filepath=kv[\"save\"])\n    print(\"SAVED\", kv[\"save\"])\nPYEOF\n(setsid nohup blender -b final.blend -P simtest.py -- q=4 mass=0.05 bend=1.0 ts=5 cq=2 > simlog.txt 2>&1 &); sleep 100; grep -E \"SIMRESULT|allkeys\" simlog.txt || echo \"still running\"","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"still running\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":1743,"cached_tokens":354148}},{"step_id":139,"timestamp":"2026-09-04T17:56:52.200093+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_139_1","function_name":"bash_command","arguments":{"command":"sleep 110; cd /home/ubuntu/work; grep -E \"SIMRESULT|allkeys\" simlog.txt || (pgrep -f simtest >/dev/null && echo STILL_RUNNING || tail -5 simlog.txt)","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"    cs.effector_weights.gravity = 1.0\\n    ^^^^^^^^^^^^^^^^^^^^^^^^^^^\\nAttributeError: 'NoneType' object has no attribute 'gravity'\\n\\nBlender quit\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":156,"cached_tokens":356346}},{"step_id":140,"timestamp":"2026-09-04T17:58:55.552992+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_140_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work && python3 - << 'EOF'\np=open('simtest.py').read()\np=p.replace(\"cs.effector_weights.gravity = 1.0\",\"\"\"try:\n    cs.effector_weights.gravity = 1.0\nexcept Exception as e:\n    print(\"ew skip\", e)\"\"\")\nopen('simtest.py','w').write(p)\nEOF\n(setsid nohup blender -b final.blend -P simtest.py -- q=4 mass=0.05 bend=1.0 ts=5 cq=2 > simlog.txt 2>&1 &); sleep 105; grep -E \"SIMRESULT|allkeys|Error\" simlog.txt || echo still_running","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"still_running\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":458,"cached_tokens":359927}},{"step_id":141,"timestamp":"2026-09-04T18:00:59.508930+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_141_1","function_name":"bash_command","arguments":{"command":"sleep 110; cd /home/ubuntu/work; grep -E \"SIMRESULT|allkeys\" simlog.txt || echo still_running","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"still_running\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":120,"cached_tokens":362087}},{"step_id":142,"timestamp":"2026-09-04T18:03:12.820806+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_142_1","function_name":"bash_command","arguments":{"command":"sleep 115; cd /home/ubuntu/work; grep -E \"SIMRESULT|allkeys\" simlog.txt || echo still_running","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"still_running\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":387,"cached_tokens":364385}},{"step_id":143,"timestamp":"2026-09-04T18:05:41.785553+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_143_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; pkill -f simtest.py; cat > timing.py << 'PYEOF'\nimport bpy, time\nsc = bpy.context.scene\nscalp = bpy.data.objects[\"scalp\"]\npsys = scalp.particle_systems[0]\nprint(\"dyn\", psys.use_hair_dynamics, \"children\", psys.settings.child_percent, psys.settings.rendered_child_count,\n      \"cq\", psys.cloth.collision_settings.collision_quality, \"q\", psys.cloth.settings.quality)\nfor f in range(1, 6):\n    t = time.time()\n    sc.frame_set(f)\n    bpy.context.view_layer.update()\n    print(\"frame\", f, \"%.2fs\" % (time.time()-t), flush=True)\npsys.use_hair_dynamics = False\nfor f in range(6, 9):\n    t = time.time()\n    sc.frame_set(f)\n    bpy.context.view_layer.update()\n    print(\"nodyn frame\", f, \"%.2fs\" % (time.time()-t), flush=True)\nPYEOF\ntimeout 110 blender -b final.blend -P timing.py 2>&1 | grep -E \"^dyn|frame\"","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"dyn True children 10 100 cq 4 q 6\\nframe 1 0.09s\\nframe 2 49.04s\\nframe 3 44.93s\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":900,"cached_tokens":366345}},{"step_id":144,"timestamp":"2026-09-04T18:07:41.531619+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_144_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; cat > timing2.py << 'PYEOF'\nimport bpy, time, sys\nkv = dict(a.split(\"=\") for a in sys.argv[sys.argv.index(\"--\")+1:])\nsc = bpy.context.scene\nscalp = bpy.data.objects[\"scalp\"]\npsys = scalp.particle_systems[0]\ncs = psys.cloth.settings\ncs.quality = int(kv.get(\"q\", 3))\ncs.mass = float(kv.get(\"mass\", 0.3))\ncs.bending_stiffness = float(kv.get(\"bend\", 1.0))\ncs.bending_damping = 4.0\ncs.tension_stiffness = cs.compression_stiffness = cs.shear_stiffness = float(kv.get(\"ts\", 5.0))\ncs.tension_damping = cs.compression_damping = cs.shear_damping = 5.0\ncs.pin_stiffness = float(kv.get(\"pin\", 3.0))\ncol = psys.cloth.collision_settings\ncol.collision_quality = int(kv.get(\"cq\", 1))\ncol.distance_min = float(kv.get(\"cdist\", 0.2))\ncol.use_collision = kv.get(\"coll\", \"1\") == \"1\"\nfor f in range(1, 4):\n    t = time.time(); sc.frame_set(f); bpy.context.view_layer.update()\n    print(\"frame\", f, \"%.2fs\" % (time.time()-t), flush=True)\nPYEOF\ntimeout 110 blender -b final.blend -P timing2.py -- q=3 cq=1 mass=0.3 bend=1 ts=5 2>&1 | grep -E \"frame\"; echo \"--- no collision:\"; timeout 60 blender -b final.blend -P timing2.py -- q=3 cq=1 coll=0 2>&1 | grep -E \"frame\"","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"frame 1 0.10s\\nframe 2 24.57s\\nframe 3 22.01s\\n--- no collision:\\nframe 1 0.10s\\nframe 2 23.81s\\nframe 3 21.64s\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":845,"cached_tokens":368572}},{"step_id":145,"timestamp":"2026-09-04T18:08:02.789404+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_145_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; cat >> timing2.py << 'PYEOF'\nPYEOF\npython3 - << 'EOF'\np=open('/home/ubuntu/work/timing2.py').read()\np=p.replace('cs.pin_stiffness = float(kv.get(\"pin\", 3.0))','cs.pin_stiffness = float(kv.get(\"pin\", 3.0))\\ncs.internal_friction = float(kv.get(\"ifric\", 0.0))\\nprint(\"ifric\", cs.internal_friction, \"voxel\", getattr(cs, \"voxel_cell_size\", None))')\nopen('/home/ubuntu/work/timing2.py','w').write(p)\nEOF\ntimeout 110 blender -b final.blend -P timing2.py -- q=3 cq=1 mass=0.3 bend=1 ts=5 ifric=0 2>&1 | grep -E \"frame|ifric\"","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"ifric 0.0 voxel 0.10000000149011612\\nframe 1 0.11s\\nframe 2 0.20s\\nframe 3 0.20s\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":615,"cached_tokens":371408}},{"step_id":146,"timestamp":"2026-09-04T18:08:41.589117+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: Found the bottleneck (hair volume/internal friction). Now let me tune the simulation.","tool_calls":[{"tool_call_id":"call_146_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; python3 - << 'EOF'\np=open('simtest.py').read()\np=p.replace('cs.internal_friction = 0.05','cs.internal_friction = float(kv.get(\"ifric\", 0.0))')\nopen('simtest.py','w').write(p)\nEOF\ntimeout 115 blender -b final.blend -P simtest.py -- q=5 mass=0.15 bend=1.5 ts=8 cq=3 cdist=0.25 pin=5 ifric=0 2>&1 | grep -E \"SIMRESULT|allkeys\"","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"SIMRESULT time=19.5s n=900 meanTipDisp=0.000 median=0.000 p95=0.000 max=0.000\\nallkeys mean=0.000 max=0.000\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":523,"cached_tokens":374231}},{"step_id":147,"timestamp":"2026-09-04T18:09:41.273878+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_147_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; python3 - << 'EOF'\np=open('finalize.py').read()\np=p.replace('cs.quality = 6','cs.quality = 5')\np=p.replace('cs.mass = 0.06','cs.mass = 0.15')\np=p.replace('cs.bending_stiffness = 2.5','cs.bending_stiffness = 1.5')\np=p.replace('cs.bending_damping = 6.0','cs.bending_damping = 4.0')\np=p.replace('cs.tension_stiffness = 20.0','cs.tension_stiffness = 8.0')\np=p.replace('cs.compression_stiffness = 20.0','cs.compression_stiffness = 8.0')\np=p.replace('cs.shear_stiffness = 10.0','cs.shear_stiffness = 8.0')\np=p.replace('cs.tension_damping = 8.0','cs.tension_damping = 5.0')\np=p.replace('cs.compression_damping = 8.0','cs.compression_damping = 5.0')\np=p.replace('cs.shear_damping = 8.0','cs.shear_damping = 5.0')\np=p.replace('cs.internal_friction = 0.05','cs.internal_friction = 0.0')\np=p.replace('cs.pin_stiffness = 6.0','cs.pin_stiffness = 5.0')\np=p.replace('col.collision_quality = 4','col.collision_quality = 3')\nopen('finalize.py','w').write(p)\nEOF\nblender -b g3.blend -P finalize.py -- /home/ubuntu/work/final2.blend 2>&1 | grep -E \"FINAL|SAVED\"; rm -rf testg; timeout 110 blender -b final2.blend -P render.py -- /home/ubuntu/work/testg 1 30 2>&1 | grep -E \"RENDERED\"; ls testg","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"FINAL: dyn True child 10 / 100 collision ['COLLISION'] engine CYCLES samples 16\\nSAVED /home/ubuntu/work/final2.blend\\nRENDERED 1 /home/ubuntu/work/testg/hair-frame-001.png\\nRENDERED 30 /home/ubuntu/work/testg/hair-frame-030.png\\nhair-frame-001.png\\nhair-frame-030.png\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":1160,"cached_tokens":376786}},{"step_id":148,"timestamp":"2026-09-04T18:10:02.262576+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_148_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; python3 - << 'EOF'\nfrom PIL import Image, ImageChops\nimport numpy as np\na=np.asarray(Image.open('testg/hair-frame-001.png').convert('RGB'),dtype=float)\nb=np.asarray(Image.open('testg/hair-frame-030.png').convert('RGB'),dtype=float)\nd=np.abs(a-b).mean(axis=2)\nprint(\"mean abs diff %.3f  pct>5: %.2f%%  pct>20: %.2f%%  max %.1f\" % (d.mean(), (d>5).mean()*100, (d>20).mean()*100, d.max()))\nEOF\nconvert +append testg/hair-frame-001.png testg/hair-frame-030.png /tmp/cmp2.png; pkill -f \"cmp.png\"; (DISPLAY=:1 setsid display -geometry +5+380 /tmp/cmp2.png >/dev/null 2>&1 &); sleep 3; echo shown","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"mean abs diff 0.352  pct>5: 2.10%  pct>20: 0.17%  max 72.7\\nshown\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":470,"cached_tokens":379273}},{"step_id":149,"timestamp":"2026-09-04T18:10:20.961810+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_149_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; python3 - << 'EOF'\nfrom PIL import Image\nimport numpy as np\na=np.asarray(Image.open('/home/ubuntu/task/input/reference-images/hair_solution_fr1.png').convert('RGB'),dtype=float)\nb=np.asarray(Image.open('/home/ubuntu/task/input/reference-images/hair_solution_fr30.png').convert('RGB'),dtype=float)\nd=np.abs(a-b).mean(axis=2)\nprint(\"REF mean %.3f pct>5 %.2f%% pct>20 %.2f%% max %.1f\" % (d.mean(),(d>5).mean()*100,(d>20).mean()*100,d.max()))\nEOF","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"REF mean 0.883 pct>5 5.48% pct>20 0.58% max 70.0\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":499,"cached_tokens":382565}},{"step_id":150,"timestamp":"2026-09-04T18:11:19.355838+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_150_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; cat > setsim.py << 'PYEOF'\nimport bpy, sys\nkv = dict(a.split(\"=\") for a in sys.argv[sys.argv.index(\"--\")+1:])\nscalp = bpy.data.objects[\"scalp\"]\npsys = scalp.particle_systems[0]\ncs = psys.cloth.settings\ncs.quality = int(kv.get(\"q\", 5))\ncs.mass = float(kv.get(\"mass\", 0.15))\ncs.bending_stiffness = float(kv.get(\"bend\", 1.5))\ncs.bending_damping = float(kv.get(\"bdamp\", 4.0))\ncs.tension_stiffness = cs.compression_stiffness = cs.shear_stiffness = float(kv.get(\"ts\", 8.0))\ncs.tension_damping = cs.compression_damping = cs.shear_damping = float(kv.get(\"sdamp\", 5.0))\ncs.pin_stiffness = float(kv.get(\"pin\", 5.0))\ncs.air_damping = float(kv.get(\"air\", 1.0))\ncs.internal_friction = 0.0\nbpy.ops.wm.save_as_mainfile(filepath=kv[\"out\"])\nprint(\"SET mass\", cs.mass, \"bend\", cs.bending_stiffness, \"ts\", cs.tension_stiffness, \"pin\", cs.pin_stiffness)\nPYEOF\ncat > diff.py << 'EOF'\nimport sys\nfrom PIL import Image\nimport numpy as np\na=np.asarray(Image.open(sys.argv[1]).convert('RGB'),dtype=float)\nb=np.asarray(Image.open(sys.argv[2]).convert('RGB'),dtype=float)\nd=np.abs(a-b).mean(axis=2)\nprint(\"DIFF mean %.3f pct>5 %.2f%% pct>20 %.2f%% max %.1f\" % (d.mean(),(d>5).mean()*100,(d>20).mean()*100,d.max()))\nEOF\nblender -b final2.blend -P setsim.py -- out=/home/ubuntu/work/sim_a.blend mass=0.5 bend=0.8 ts=5 pin=3 2>&1 | grep SET\nrm -rf testa; timeout 100 blender -b sim_a.blend -P render.py -- /home/ubuntu/work/testa 1 30 2>&1 | grep RENDERED; python3 diff.py testa/hair-frame-001.png testa/hair-frame-030.png","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"SET mass 0.5 bend 0.800000011920929 ts 5.0 pin 3.0\\nRENDERED 1 /home/ubuntu/work/testa/hair-frame-001.png\\nRENDERED 30 /home/ubuntu/work/testa/hair-frame-030.png\\nDIFF mean 0.352 pct>5 2.10% pct>20 0.17% max 72.7\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":1078,"cached_tokens":384953}},{"step_id":151,"timestamp":"2026-09-04T18:11:58.544556+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_151_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; cat > nodyn.py << 'PYEOF'\nimport bpy\ns = bpy.data.objects[\"scalp\"].particle_systems[0]\ns.use_hair_dynamics = False\nbpy.ops.wm.save_as_mainfile(filepath=\"/home/ubuntu/work/nodyn.blend\")\nprint(\"dyn off\")\nPYEOF\nblender -b final2.blend -P nodyn.py 2>&1 | grep \"dyn off\"; rm -rf testn; timeout 100 blender -b nodyn.blend -P render.py -- /home/ubuntu/work/testn 1 30 2>&1 | grep RENDERED; python3 diff.py testn/hair-frame-001.png testn/hair-frame-030.png; echo \"cross-check dyn vs nodyn frame30:\"; python3 diff.py testg/hair-frame-030.png testn/hair-frame-030.png","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"dyn off\\nRENDERED 1 /home/ubuntu/work/testn/hair-frame-001.png\\nRENDERED 30 /home/ubuntu/work/testn/hair-frame-030.png\\nDIFF mean 0.000 pct>5 0.00% pct>20 0.00% max 0.0\\ncross-check dyn vs nodyn frame30:\\nDIFF mean 0.371 pct>5 2.24% pct>20 0.19% max 73.3\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":996,"cached_tokens":387350}},{"step_id":152,"timestamp":"2026-09-04T18:12:56.210643+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_152_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; cat > readsim.py << 'PYEOF'\nimport bpy\ncs = bpy.data.objects[\"scalp\"].particle_systems[0].cloth.settings\nprint(\"READ mass\", cs.mass, \"bend\", cs.bending_stiffness, \"ts\", cs.tension_stiffness, \"pin\", cs.pin_stiffness, \"q\", cs.quality, \"ifric\", cs.internal_friction)\nPYEOF\nblender -b sim_a.blend -P readsim.py 2>&1 | grep READ\nblender -b final2.blend -P setsim.py -- out=/home/ubuntu/work/sim_b.blend mass=3.0 bend=0.05 ts=1 pin=1 sdamp=1 bdamp=0.5 air=0.2 2>&1 | grep SET\nrm -rf testb; timeout 90 blender -b sim_b.blend -P render.py -- /home/ubuntu/work/testb 1 30 2>&1 | grep RENDERED; python3 diff.py testb/hair-frame-001.png testb/hair-frame-030.png","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"READ mass 0.5 bend 0.800000011920929 ts 5.0 pin 3.0 q 5 ifric 0.0\\nSET mass 3.0 bend 0.05000000074505806 ts 1.0 pin 1.0\\nRENDERED 1 /home/ubuntu/work/testb/hair-frame-001.png\\nRENDERED 30 /home/ubuntu/work/testb/hair-frame-030.png\\nDIFF mean 0.352 pct>5 2.10% pct>20 0.17% max 72.7\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":907,"cached_tokens":390532}},{"step_id":153,"timestamp":"2026-09-04T18:13:17.532921+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_153_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; python3 diff.py testa/hair-frame-030.png testb/hair-frame-030.png; python3 diff.py testa/hair-frame-001.png testb/hair-frame-001.png","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"DIFF mean 0.000 pct>5 0.00% pct>20 0.00% max 0.0\\nDIFF mean 0.000 pct>5 0.00% pct>20 0.00% max 0.0\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":595,"cached_tokens":393684}},{"step_id":154,"timestamp":"2026-09-04T18:14:38.626700+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_154_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; cat > grav.py << 'PYEOF'\nimport bpy, sys\nkv = dict(a.split(\"=\") for a in sys.argv[sys.argv.index(\"--\")+1:])\nsc = bpy.context.scene\nsc.use_gravity = True\nsc.gravity = (0.0, 0.0, float(kv.get(\"g\", -9.81)))\nbpy.ops.wm.save_as_mainfile(filepath=kv[\"out\"])\nprint(\"GRAV\", sc.gravity[2])\nPYEOF\nblender -b final2.blend -P grav.py -- out=/home/ubuntu/work/sim_g.blend g=-60 2>&1 | grep GRAV\nrm -rf testc; timeout 90 blender -b sim_g.blend -P render.py -- /home/ubuntu/work/testc 1 30 2>&1 | grep RENDERED; python3 diff.py testc/hair-frame-001.png testc/hair-frame-030.png","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"GRAV -60.0\\nRENDERED 1 /home/ubuntu/work/testc/hair-frame-001.png\\nRENDERED 30 /home/ubuntu/work/testc/hair-frame-030.png\\nDIFF mean 0.352 pct>5 2.10% pct>20 0.17% max 72.7\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":2259,"cached_tokens":396791}},{"step_id":155,"timestamp":"2026-09-04T18:15:50.063442+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_155_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; cat > render2.py << 'PYEOF'\nimport bpy, sys, os\nargv = sys.argv[sys.argv.index(\"--\")+1:]\noutdir = argv[0]\nkv = dict(a.split(\"=\") for a in argv[1:] if \"=\" in a)\nframes = [int(x) for x in argv[1:] if \"=\" not in x] or [1]\nsc = bpy.context.scene\nscalp = bpy.data.objects[\"scalp\"]\npsys = scalp.particle_systems[0]\nif kv.get(\"reset\", \"1\") == \"1\":\n    psys.use_hair_dynamics = False\n    bpy.context.view_layer.update()\n    psys.use_hair_dynamics = True\n    bpy.context.view_layer.update()\ncs = psys.cloth.settings\nprint(\"EW\", cs.effector_weights)\ncs.quality = int(kv.get(\"q\", 5))\ncs.mass = float(kv.get(\"mass\", 0.3))\ncs.bending_stiffness = float(kv.get(\"bend\", 1.0))\ncs.bending_damping = float(kv.get(\"bdamp\", 4.0))\ncs.tension_stiffness = cs.compression_stiffness = cs.shear_stiffness = float(kv.get(\"ts\", 6.0))\ncs.tension_damping = cs.compression_damping = cs.shear_damping = float(kv.get(\"sdamp\", 5.0))\ncs.pin_stiffness = float(kv.get(\"pin\", 4.0))\ncs.air_damping = float(kv.get(\"air\", 1.0))\ncs.internal_friction = 0.0\ntry:\n    cs.effector_weights.gravity = 1.0\nexcept Exception as e:\n    print(\"ew err\", e)\ncol = psys.cloth.collision_settings\ncol.use_collision = True\ncol.collision_quality = 3\ncol.distance_min = 0.25\ncol.use_self_collision = False\npsys.point_cache.frame_start = 1\npsys.point_cache.frame_end = 30\nsc.render.image_settings.file_format = 'PNG'\nlast = max(frames)\nfor f in range(sc.frame_start, last+1):\n    sc.frame_set(f)\n    bpy.context.view_layer.update()\n    if f in frames:\n        sc.render.filepath = os.path.join(outdir, \"hair-frame-%03d.png\" % f)\n        bpy.ops.render.render(write_still=True)\n        print(\"RENDERED\", f, flush=True)\nif kv.get(\"save\"):\n    bpy.ops.wm.save_as_mainfile(filepath=kv[\"save\"])\n    print(\"SAVED\", kv[\"save\"])\nPYEOF\nrm -rf testr1 testr2; timeout 55 blender -b final2.blend -P render2.py -- /home/ubuntu/work/testr1 1 30 mass=0.3 bend=1.0 2>&1 | grep -E \"EW|RENDERED|err\"; python3 diff.py testr1/hair-frame-001.png testr1/hair-frame-030.png","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"EW None\\new err 'NoneType' object has no attribute 'gravity'\\nRENDERED 1\\nRENDERED 30\\nDIFF mean 0.352 pct>5 2.10% pct>20 0.17% max 72.7\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":2166,"cached_tokens":399360}},{"step_id":156,"timestamp":"2026-09-04T18:16:22.526749+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_156_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; cat > gui_dyn.py << 'PYEOF'\nimport bpy\nlog = open(\"/home/ubuntu/work/dynlog.txt\", \"w\")\ndef P(*a):\n    log.write(\" \".join(str(x) for x in a) + \"\\n\"); log.flush()\nscalp = bpy.data.objects[\"scalp\"]\nhead = bpy.data.objects[\"head\"]\npsys = scalp.particle_systems[0]\npsys.use_hair_dynamics = True\ncs = psys.cloth.settings\nP(\"effector_weights:\", cs.effector_weights)\ncs.quality = 5\ncs.mass = 0.35\ncs.bending_stiffness = 0.6\ncs.bending_damping = 3.0\ncs.tension_stiffness = 5.0\ncs.compression_stiffness = 5.0\ncs.shear_stiffness = 5.0\ncs.tension_damping = 4.0\ncs.compression_damping = 4.0\ncs.shear_damping = 4.0\ncs.air_damping = 1.0\ncs.pin_stiffness = 3.0\ncs.internal_friction = 0.0\ntry:\n    cs.effector_weights.gravity = 1.0\n    P(\"gravity weight set\")\nexcept Exception as e:\n    P(\"ew err\", e)\ncol = psys.cloth.collision_settings\ncol.use_collision = True\ncol.collision_quality = 3\ncol.distance_min = 0.25\ncol.use_self_collision = False\npsys.point_cache.frame_start = 1\npsys.point_cache.frame_end = 30\nif not any(m.type == 'COLLISION' for m in head.modifiers):\n    head.modifiers.new(\"Collision\", 'COLLISION')\nP(\"mass\", cs.mass, \"bend\", cs.bending_stiffness, \"collision\", [m.type for m in head.modifiers])\nbpy.ops.wm.save_as_mainfile(filepath=\"/home/ubuntu/work/final3.blend\")\nP(\"saved final3\")\nPYEOF\necho ok","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"ok\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":1572,"cached_tokens":403673}},{"step_id":157,"timestamp":"2026-09-04T18:16:39.410049+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_157_1","function_name":"computer_action","arguments":{"type":"click","x":1280,"y":395,"end_x":null,"end_y":null,"text":null,"keys":null,"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":1280,"model_y":395,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep157.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":127,"cached_tokens":407831}},{"step_id":158,"timestamp":"2026-09-04T18:16:52.608626+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_158_1","function_name":"computer_action","arguments":{"type":"click","x":500,"y":865,"end_x":null,"end_y":null,"text":null,"keys":null,"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":500,"model_y":865,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep158.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":75,"cached_tokens":411241}},{"step_id":159,"timestamp":"2026-09-04T18:17:06.652111+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_159_1","function_name":"computer_action","arguments":{"type":"type","x":null,"y":null,"end_x":null,"end_y":null,"text":"bpy.ops.wm.open_mainfile(filepath='/home/ubuntu/work/final2.blend')","keys":null,"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":null,"model_y":null,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep159.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":102,"cached_tokens":413108}},{"step_id":160,"timestamp":"2026-09-04T18:17:19.430839+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_160_1","function_name":"computer_action","arguments":{"type":"keypress","x":null,"y":null,"end_x":null,"end_y":null,"text":null,"keys":["Return"],"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":null,"model_y":null,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep160.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":66,"cached_tokens":414923}},{"step_id":161,"timestamp":"2026-09-04T18:17:43.652766+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_161_1","function_name":"computer_action","arguments":{"type":"keypress","x":null,"y":null,"end_x":null,"end_y":null,"text":null,"keys":["Home"],"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":null,"model_y":null,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep161.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":687,"cached_tokens":416765}},{"step_id":162,"timestamp":"2026-09-04T18:17:59.821164+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_162_1","function_name":"computer_action","arguments":{"type":"hold_key","x":null,"y":null,"end_x":null,"end_y":null,"text":null,"keys":["Delete"],"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":null,"model_y":null,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep162.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":92,"cached_tokens":418571}},{"step_id":163,"timestamp":"2026-09-04T18:18:14.278913+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: The console is clear. Now setting up hair dynamics from the GUI session:","tool_calls":[{"tool_call_id":"call_163_1","function_name":"computer_action","arguments":{"type":"type","x":null,"y":null,"end_x":null,"end_y":null,"text":"exec(open('/home/ubuntu/work/gui_dyn.py').read())","keys":null,"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":null,"model_y":null,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep163.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":116,"cached_tokens":420998}},{"step_id":164,"timestamp":"2026-09-04T18:18:27.832097+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_164_1","function_name":"computer_action","arguments":{"type":"keypress","x":null,"y":null,"end_x":null,"end_y":null,"text":null,"keys":["Return"],"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":null,"model_y":null,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep164.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":66,"cached_tokens":422830}},{"step_id":165,"timestamp":"2026-09-04T18:19:16.366053+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_165_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work; cat dynlog.txt; rm -rf testd; timeout 90 blender -b final3.blend -P render.py -- /home/ubuntu/work/testd 1 30 2>&1 | grep RENDERED; python3 diff.py testd/hair-frame-001.png testd/hair-frame-030.png","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"effector_weights: None\\new err 'NoneType' object has no attribute 'gravity'\\nmass 0.3499999940395355 bend 0.6000000238418579 collision ['COLLISION']\\nsaved final3\\nRENDERED 1 /home/ubuntu/work/testd/hair-frame-001.png\\nRENDERED 30 /home/ubuntu/work/testd/hair-frame-030.png\\nDIFF mean 0.352 pct>5 2.10% pct>20 0.17% max 72.7\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":187,"cached_tokens":424686}},{"step_id":166,"timestamp":"2026-09-04T18:20:28.413913+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: The dynamics produce a real but subtle change. Let me now create the final deliverables.","tool_calls":[{"tool_call_id":"call_166_1","function_name":"bash_command","arguments":{"command":"mkdir -p /home/ubuntu/task/output/submission && cd /home/ubuntu/work && cp final3.blend /home/ubuntu/task/output/submission/result.blend && rm -f /home/ubuntu/task/output/submission/*.png && timeout 110 blender -b /home/ubuntu/task/output/submission/result.blend -P render.py -- /home/ubuntu/task/output/submission 1 30 2>&1 | grep -E \"RENDERED|Saved\"; ls -la /home/ubuntu/task/output/submission","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"Saved: '/home/ubuntu/task/output/submission/hair-frame-001.png'\\nSaved: '/home/ubuntu/task/output/submission/hair-frame-030.png'\\nRENDERED 1 /home/ubuntu/task/output/submission/hair-frame-001.png\\nRENDERED 30 /home/ubuntu/task/output/submission/hair-frame-030.png\\ntotal 2992\\ndrwxr-xr-x 1 ubuntu ubuntu      94 Sep  4 18:20 .\\ndrwxr-xr-x 1 ubuntu ubuntu      32 Aug 19 05:01 ..\\n-rw-r--r-- 1 ubuntu ubuntu  420432 Sep  4 18:19 hair-frame-001.png\\n-rw-r--r-- 1 ubuntu ubuntu  420519 Sep  4 18:20 hair-frame-030.png\\n-rw-r--r-- 1 ubuntu ubuntu 2217093 Sep  4 18:19 result.blend\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":1790,"cached_tokens":426492}},{"step_id":167,"timestamp":"2026-09-04T18:20:52.609300+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: Now let me verify the saved blend reopens with everything intact:","tool_calls":[{"tool_call_id":"call_167_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/task/output/submission && cat > /tmp/verify.py << 'EOF'\nimport bpy\nsc = bpy.context.scene\nscalp = bpy.data.objects.get(\"scalp\"); head = bpy.data.objects.get(\"head\")\npsys = scalp.particle_systems[0]; ps = psys.settings\nmat = scalp.data.materials[0]\nnodes = [n.bl_idname for n in mat.node_tree.nodes]\nprint(\"scalp verts\", len(scalp.data.vertices), \"faces\", len(scalp.data.polygons), \"matrix identity\", scalp.matrix_world == scalp.matrix_world.Identity(4))\nprint(\"psys\", psys.name, \"type\", ps.type, \"count\", ps.count, \"hair_length\", ps.hair_length, \"steps\", ps.hair_step)\nprint(\"children:\", ps.child_type, \"viewport\", ps.child_percent, \"render\", ps.rendered_child_count, \"ratio\", ps.child_percent/ps.rendered_child_count)\nprint(\"clump\", ps.clump_factor, \"kink\", ps.kink, ps.kink_amplitude, \"radius_scale\", ps.radius_scale, \"mat idx\", ps.material)\nprint(\"material\", mat.name, nodes, \"hairBSDF\", any(\"HairPrincipled\" in n for n in nodes))\nprint(\"dynamics\", psys.use_hair_dynamics, \"cloth\", psys.cloth is not None, \"cache\", psys.point_cache.frame_start, psys.point_cache.frame_end)\nprint(\"head mods\", [(m.name, m.type) for m in head.modifiers], \"collision thickness\", head.collision.thickness_outer if head.collision else None)\nprint(\"head verts\", len(head.data.vertices), \"polys\", len(head.data.polygons), \"mat\", [m.name for m in head.data.materials])\nprint(\"emitter render/viewport\", scalp.show_instancer_for_render, scalp.show_instancer_for_viewport)\nprint(\"scene\", sc.render.engine, sc.render.resolution_x, sc.render.resolution_y, \"samples\", sc.cycles.samples, \"frames\", sc.frame_start, sc.frame_end, \"camera\", sc.camera.name, \"world\", sc.world.name)\nprint(\"objects\", sorted(o.name for o in bpy.data.objects))\nprint(\"gravity\", tuple(sc.gravity), sc.use_gravity)\nprint(\"libraries(external)\", [l.filepath for l in bpy.data.libraries], \"images\", [i.filepath for i in bpy.data.images])\n# scalp poke check: min distance of scalp verts to head surface along normal\nfrom mathutils.bvhtree import BVHTree\ndg = bpy.context.evaluated_depsgraph_get()\nbvh = BVHTree.FromObject(head, dg)\ninside = 0; mind = 9e9\nfor v in scalp.data.vertices:\n    p = scalp.matrix_world @ v.co\n    loc, nor, idx, dist = bvh.find_nearest(p)\n    d = (p-loc).dot(nor)\n    mind = min(mind, d)\n    if d < 0: inside += 1\nprint(\"scalp verts inside head:\", inside, \"min signed dist %.4f\" % mind)\nEOF\nblender -b result.blend -P /tmp/verify.py 2>&1 | grep -v \"^Blender\\|^Read blend\\|^$\"","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"scalp verts 546 faces 511 matrix identity True\\npsys hair type HAIR count 900 hair_length 4.300000190734863 steps 8\\nchildren: INTERPOLATED viewport 10 render 100 ratio 0.1\\nclump 0.8799999952316284 kink CURL 0.4000000059604645 radius_scale 0.054999999701976776 mat idx 1\\nmaterial hair_brown ['ShaderNodeOutputMaterial', 'ShaderNodeBsdfHairPrincipled'] hairBSDF True\\ndynamics True cloth True cache 1 30\\nhead mods [('Collision', 'COLLISION')] collision thickness 0.25\\nhead verts 4530 polys 4462 mat ['skin_mtl']\\nemitter render/viewport False False\\nscene CYCLES 640 480 samples 16 frames 1 30 camera Camera world World\\nobjects ['Camera', 'Spot', 'Spot.001', 'head', 'scalp', 'sun']\\ngravity (0.0, 0.0, -9.8100004196167) True\\nlibraries(external) [] images []\\nscalp verts inside head: 0 min signed dist 6.7626\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":1227,"cached_tokens":428861}},{"step_id":168,"timestamp":"2026-09-04T18:21:17.323590+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_168_1","function_name":"bash_command","arguments":{"command":"cd /tmp && convert -size 1280x20 xc:none /tmp/spacer.png; convert \\( +append /home/ubuntu/task/input/reference-images/hair_solution_fr1.png /home/ubuntu/task/input/reference-images/hair_solution_fr30.png \\) \\( +append /home/ubuntu/task/output/submission/hair-frame-001.png /home/ubuntu/task/output/submission/hair-frame-030.png \\) -append /tmp/cmp4.png && pkill -f \"display\" ; (DISPLAY=:1 setsid display -resize 900x -geometry +250+30 /tmp/cmp4.png >/dev/null 2>&1 &); sleep 3; echo shown","timeout_sec":60}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"shown\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":712,"cached_tokens":433201}},{"step_id":169,"timestamp":"2026-09-04T18:21:56.198318+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_169_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work && blender -b g1.blend -P tweak.py -- /home/ubuntu/work/g4.blend param=MELANIN mel=0.72 red=0.92 rough=0.42 rrough=0.6 randrough=0.3 coat=0.02 rs=0.05 clump=0.72 cshape=0.2 kamp=0.5 kfreq=3.6 kclump=0.85 crad=0.3 rchild=100 vchild=10 r1=0.14 r2=0.16 rend=0.22 2>&1 | tail -1 && timeout 60 blender -b g4.blend -P render.py -- /home/ubuntu/work/test4 1 2>&1 | grep RENDERED && convert \\( +append /home/ubuntu/task/input/reference-images/hair_solution_fr1.png /home/ubuntu/task/output/submission/hair-frame-001.png \\) \\( +append test4/hair-frame-001.png test4/hair-frame-001.png \\) -append /tmp/cmp5.png; pkill -f display; (DISPLAY=:1 setsid display -resize 900x -geometry +250+30 /tmp/cmp5.png >/dev/null 2>&1 &); sleep 3; echo shown","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"Blender quit\\nRENDERED 1 /home/ubuntu/work/test4/hair-frame-001.png\\nshown\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":1057,"cached_tokens":437082}},{"step_id":170,"timestamp":"2026-09-04T18:22:25.741499+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: The front still has a flat glossy patch. Let me add volume with the Puff brush in the GUI.","tool_calls":[{"tool_call_id":"call_170_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work && cat > gui_pe.py << 'PYEOF'\nimport bpy\ndef view3d_override():\n    for w in bpy.context.window_manager.windows:\n        for a in w.screen.areas:\n            if a.type == 'VIEW_3D':\n                for r in a.regions:\n                    if r.type == 'WINDOW':\n                        return dict(window=w, area=a, region=r)\nscalp = bpy.data.objects[\"scalp\"]\novr = view3d_override()\nbpy.ops.object.select_all(action='DESELECT')\nbpy.context.view_layer.objects.active = scalp\nscalp.select_set(True)\nif bpy.context.object.mode != 'PARTICLE_EDIT':\n    with bpy.context.temp_override(**ovr):\n        bpy.ops.object.mode_set(mode='PARTICLE_EDIT')\npe = bpy.context.scene.tool_settings.particle_edit\npe.tool = TOOL\npe.brush.size = SIZE\npe.brush.strength = STRENGTH\nif TOOL == 'PUFF':\n    pe.brush.puff_mode = 'ADD'\n    pe.brush.use_puff_volume = True\npe.use_emitter_deflect = True\npe.emitter_distance = 0.30\nopen(\"/home/ubuntu/work/pelog.txt\", \"w\").write(\"%s %s %s %s\\n\" % (pe.tool, pe.brush.size, pe.brush.strength, bpy.context.object.mode))\nPYEOF\npython3 - << 'EOF'\nsrc = open('/home/ubuntu/work/gui_pe.py').read()\nopen('/home/ubuntu/work/pe_puff.py','w').write(src.replace('TOOL','\"PUFF\"').replace('SIZE','70').replace('STRENGTH','0.25'))\nopen('/home/ubuntu/work/pe_comb.py','w').write(src.replace('TOOL','\"COMB\"').replace('SIZE','80').replace('STRENGTH','0.3'))\nEOF\ncat > /home/ubuntu/work/gui_open.py << 'PYEOF'\nimport bpy\nbpy.ops.wm.open_mainfile(filepath=\"/home/ubuntu/work/g4.blend\")\nPYEOF\necho 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/home/ubuntu/work/test8/hair-frame-001.png\\nshown\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":1335,"cached_tokens":503466}},{"step_id":202,"timestamp":"2026-09-04T18:32:57.705492+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_202_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work && sed -i 's/^ps.radius_scale = 0.055$/pass/' finalize.py && grep -n \"radius_scale\\|child_percent\\|rendered_child\" finalize.py && blender -b g8.blend -P finalize.py -- /home/ubuntu/work/final5.blend 2>&1 | grep -E \"FINAL|SAVED\" && rm -rf testh && timeout 90 blender -b final5.blend -P render.py -- /home/ubuntu/work/testh 1 30 2>&1 | grep RENDERED && python3 diff.py testh/hair-frame-001.png testh/hair-frame-030.png","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"9:ps.rendered_child_count = 100\\n10:ps.child_percent = 10\\n46:print(\\\"FINAL: dyn\\\", psys.use_hair_dynamics, \\\"child\\\", ps.child_percent, \\\"/\\\", ps.rendered_child_count,\\nFINAL: dyn True child 10 / 100 collision ['COLLISION'] engine CYCLES samples 16\\nSAVED /home/ubuntu/work/final5.blend\\nRENDERED 1 /home/ubuntu/work/testh/hair-frame-001.png\\nRENDERED 30 /home/ubuntu/work/testh/hair-frame-030.png\\nDIFF mean 0.369 pct>5 2.20% pct>20 0.15% max 95.3\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":565,"cached_tokens":504061}},{"step_id":203,"timestamp":"2026-09-04T18:33:50.148754+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: Now deploying this improved version as the final deliverables:","tool_calls":[{"tool_call_id":"call_203_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/work && cp final5.blend /home/ubuntu/task/output/submission/result.blend && rm -f /home/ubuntu/task/output/submission/*.png && timeout 110 blender -b /home/ubuntu/task/output/submission/result.blend -P render.py -- /home/ubuntu/task/output/submission 1 30 2>&1 | grep RENDERED; ls -la /home/ubuntu/task/output/submission; python3 diff.py /home/ubuntu/task/output/submission/hair-frame-001.png /home/ubuntu/task/output/submission/hair-frame-030.png","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"RENDERED 1 /home/ubuntu/task/output/submission/hair-frame-001.png\\nRENDERED 30 /home/ubuntu/task/output/submission/hair-frame-030.png\\ntotal 3008\\ndrwxr-xr-x 1 ubuntu ubuntu      94 Sep  4 18:33 .\\ndrwxr-xr-x 1 ubuntu ubuntu      32 Aug 19 05:01 ..\\n-rw-r--r-- 1 ubuntu ubuntu  426873 Sep  4 18:33 hair-frame-001.png\\n-rw-r--r-- 1 ubuntu ubuntu  426967 Sep  4 18:33 hair-frame-030.png\\n-rw-r--r-- 1 ubuntu ubuntu 2217328 Sep  4 18:33 result.blend\\nDIFF mean 0.369 pct>5 2.20% pct>20 0.15% max 95.3\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":302,"cached_tokens":507314}},{"step_id":204,"timestamp":"2026-09-04T18:34:05.734441+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: Final verification of the reopened deliverable:","tool_calls":[{"tool_call_id":"call_204_1","function_name":"bash_command","arguments":{"command":"cd /home/ubuntu/task/output/submission && blender -b result.blend -P /tmp/verify.py 2>&1 | grep -v \"^Blender\\|^Read blend\\|^$\" ; echo \"--- file list:\"; ls -la; python3 -c \"\nfrom PIL import Image\nfor f in ['hair-frame-001.png','hair-frame-030.png']:\n    im=Image.open(f); print(f, im.size, im.mode)\"","timeout_sec":120}}],"observation":{"results":[{"content":"{\"exit_code\":0,\"stdout\":\"scalp verts 546 faces 511 matrix identity True\\npsys hair type HAIR count 900 hair_length 4.300000190734863 steps 8\\nchildren: INTERPOLATED viewport 10 render 100 ratio 0.1\\nclump 0.550000011920929 kink CURL 0.75 radius_scale 0.05999999865889549 mat idx 1\\nmaterial hair_brown ['ShaderNodeOutputMaterial', 'ShaderNodeBsdfHairPrincipled'] hairBSDF True\\ndynamics True cloth True cache 1 30\\nhead mods [('Collision', 'COLLISION')] collision thickness 0.25\\nhead verts 4530 polys 4462 mat ['skin_mtl']\\nemitter render/viewport False False\\nscene CYCLES 640 480 samples 16 frames 1 30 camera Camera world World\\nobjects ['Camera', 'Spot', 'Spot.001', 'head', 'scalp', 'sun']\\ngravity (0.0, 0.0, -9.8100004196167) True\\nlibraries(external) [] images []\\nscalp verts inside head: 0 min signed dist 6.7626\\n--- file list:\\ntotal 3008\\ndrwxr-xr-x 1 ubuntu ubuntu      94 Sep  4 18:33 .\\ndrwxr-xr-x 1 ubuntu ubuntu      32 Aug 19 05:01 ..\\n-rw-r--r-- 1 ubuntu ubuntu  426873 Sep  4 18:33 hair-frame-001.png\\n-rw-r--r-- 1 ubuntu ubuntu  426967 Sep  4 18:33 hair-frame-030.png\\n-rw-r--r-- 1 ubuntu ubuntu 2217328 Sep  4 18:33 result.blend\\nhair-frame-001.png (640, 480) RGBA\\nhair-frame-030.png (640, 480) RGBA\\n\",\"stderr\":\"\",\"timed_out\":false,\"stdout_truncated\":false,\"stderr_truncated\":false}"}]},"metrics":{"prompt_tokens":2,"completion_tokens":234,"cached_tokens":510221}},{"step_id":205,"timestamp":"2026-09-04T18:34:25.778752+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_205_1","function_name":"computer_action","arguments":{"type":"click","x":1295,"y":195,"end_x":null,"end_y":null,"text":null,"keys":null,"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":1295,"model_y":195,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep205.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":277,"cached_tokens":513013}},{"step_id":206,"timestamp":"2026-09-04T18:34:39.316488+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: Let me leave the GUI session showing the delivered scene:","tool_calls":[{"tool_call_id":"call_206_1","function_name":"computer_action","arguments":{"type":"click","x":500,"y":865,"end_x":null,"end_y":null,"text":null,"keys":null,"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":500,"model_y":865,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep206.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":95,"cached_tokens":516435}},{"step_id":207,"timestamp":"2026-09-04T18:34:53.923862+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_207_1","function_name":"computer_action","arguments":{"type":"type","x":null,"y":null,"end_x":null,"end_y":null,"text":"bpy.ops.wm.open_mainfile(filepath='/home/ubuntu/task/output/submission/result.blend')","keys":null,"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":null,"model_y":null,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep207.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":106,"cached_tokens":518452}},{"step_id":208,"timestamp":"2026-09-04T18:35:07.247286+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_208_1","function_name":"computer_action","arguments":{"type":"keypress","x":null,"y":null,"end_x":null,"end_y":null,"text":null,"keys":["Return"],"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":null,"model_y":null,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep208.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":66,"cached_tokens":520287}},{"step_id":209,"timestamp":"2026-09-04T18:35:21.451724+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_209_1","function_name":"computer_action","arguments":{"type":"keypress","x":null,"y":null,"end_x":null,"end_y":null,"text":null,"keys":["Home"],"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":null,"model_y":null,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep209.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":115,"cached_tokens":522133}},{"step_id":210,"timestamp":"2026-09-04T18:35:37.877594+00:00","source":"agent","model_name":"claude-opus-5","message":"","tool_calls":[{"tool_call_id":"call_210_1","function_name":"computer_action","arguments":{"type":"hold_key","x":null,"y":null,"end_x":null,"end_y":null,"text":null,"keys":["Delete"],"url":null,"scroll_x":null,"scroll_y":null,"button":null,"result":null,"model_x":null,"model_y":null,"source":"anthropic_scaled"}}],"observation":{"results":[{"content":[{"type":"text","text":""},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep210.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":92,"cached_tokens":523939}},{"step_id":211,"timestamp":"2026-09-04T18:35:57.177493+00:00","source":"agent","model_name":"claude-opus-5","message":"Analysis: The task is complete. All three deliverables are in `/home/ubuntu/task/output/submission/`, and `result.blend` is now open in the Blender session.\n\n**What I built**\n\n- **Scalp**: a separate mesh object named exactly `scalp`, generated from the upper head faces (546 verts / 511 faces) in world space and offset outward by 0.05 units, so it sits coincident with the skull. Its boundary keeps roots off the face, forehead, ears (which top out at z≈19) and neck, and the emitter surface is hidden from renders, so it can never poke through the head.\n- **Groom**: Blender 4.5 legacy particle hair (900 parents, 8 segments) hand-combed in Particle Edit mode from side and front views into a swept-back silhouette, with a lifted crown for volume. Interpolated children add readable clumps, curl (Kink = Curl) and roughness rather than a wet, helmet-like sheet.\n- **Viewport children**: Display Amount 10 with Render Amount 100 — exactly 10% in the viewport while the full rendered child density is retained.\n- **Material**: `hair_brown`, a Principled Hair BSDF (melanin-based warm brown) assigned as the particle system's material.\n- **Dynamics**: hair dynamics enabled with gravity, a cached point range of 1–30, and `head` given a Collision modifier. Frames were evaluated sequentially from frame 1 before rendering frame 30; the two frames differ on ~2% of pixels with no explosion, tunneling or tearing.\n- **Scene preserved**: original head mesh/topology/material, camera, two spots + sun, world, Cycles at 640×480 with 16 samples. Each frame renders in about 10 seconds, far below the five-minute limit, and reopening the saved blend confirms the particle system, material, collision and both frames work with no external file dependencies.\n\nTwo honest caveats worth flagging: the front hairline still shows a slightly flat, shiny band where the combed strands lie parallel — I reduced it with roughness and looser clumping but couldn't fully break it up (a Puff-brush attempt at this scene scale exploded the strands, so I undid it). Also, frame-to-frame motion is somewhat subtler than the reference pair (mean pixel delta 0.37 vs 0.88); in background renders the cloth solver ignored my saved stiffness/mass/gravity values and fell back to defaults, so the movement is real and collision-safe but not tunable to match the reference exactly.","tool_calls":[{"tool_call_id":"call_211_task_complete","function_name":"mark_task_complete","arguments":{"result":null}}],"observation":{"results":[{"content":[{"type":"text","text":"The task is complete. All three deliverables are in `/home/ubuntu/task/output/submission/`, and `result.blend` is now open in the Blender session.\n\n**What I built**\n\n- **Scalp**: a separate mesh object named exactly `scalp`, generated from the upper head faces (546 verts / 511 faces) in world space and offset outward by 0.05 units, so it sits coincident with the skull. Its boundary keeps roots off the face, forehead, ears (which top out at z≈19) and neck, and the emitter surface is hidden from renders, so it can never poke through the head.\n- **Groom**: Blender 4.5 legacy particle hair (900 parents, 8 segments) hand-combed in Particle Edit mode from side and front views into a swept-back silhouette, with a lifted crown for volume. Interpolated children add readable clumps, curl (Kink = Curl) and roughness rather than a wet, helmet-like sheet.\n- **Viewport children**: Display Amount 10 with Render Amount 100 — exactly 10% in the viewport while the full rendered child density is retained.\n- **Material**: `hair_brown`, a Principled Hair BSDF (melanin-based warm brown) assigned as the particle system's material.\n- **Dynamics**: hair dynamics enabled with gravity, a cached point range of 1–30, and `head` given a Collision modifier. Frames were evaluated sequentially from frame 1 before rendering frame 30; the two frames differ on ~2% of pixels with no explosion, tunneling or tearing.\n- **Scene preserved**: original head mesh/topology/material, camera, two spots + sun, world, Cycles at 640×480 with 16 samples. Each frame renders in about 10 seconds, far below the five-minute limit, and reopening the saved blend confirms the particle system, material, collision and both frames work with no external file dependencies.\n\nTwo honest caveats worth flagging: the front hairline still shows a slightly flat, shiny band where the combed strands lie parallel — I reduced it with roughness and looser clumping but couldn't fully break it up (a Puff-brush attempt at this scene scale exploded the strands, so I undid it). Also, frame-to-frame motion is somewhat subtler than the reference pair (mean pixel delta 0.37 vs 0.88); in background renders the cloth solver ignored my saved stiffness/mass/gravity values and fell back to defaults, so the movement is real and collision-safe but not tunable to match the reference exactly."},{"type":"image","source":{"media_type":"image/webp","path":"screenshot_ep210.webp"}}]}]},"metrics":{"prompt_tokens":2,"completion_tokens":836,"cached_tokens":525794}}],"final_metrics":{"total_prompt_tokens":430,"total_completion_tokens":111612,"total_cached_tokens":60713795},"extra":{"early_termination_reason":"task_complete"}}