Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add jxoesneon/Ciel --skill autonomous-3d-studiogit clone --depth 1 https://github.com/jxoesneon/CielWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/jxoesneon/ciel/autonomous-3d-studio)<a href="https://agentmods.dev/skills/jxoesneon/ciel/autonomous-3d-studio"><img src="https://agentmods.dev/badge/skills/jxoesneon/ciel/autonomous-3d-studio/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jxoesneon/ciel/autonomous-3d-studio"><img src="https://agentmods.dev/badge/skills/jxoesneon/ciel/autonomous-3d-studio.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00054 | $0.03979 |
| Opus 5 | $0.00027 | $0.01989 |
| Sonnet 5 | $0.00011 | $0.00796 |
| Haiku 4.5 | $0.00005 | $0.00398 |
Grade B, and why
autonomous-3d-studio scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
| [`scripts/blender_mcp_server.py`](file://~/.gemini/config/skills/autonomous-3d-studio/scripts/blender_mcp_server.py) | Live Blender MCP & TCP socket RPC bridge for interactive real-time viewport and scene control | `py How it starts
The opening of the file, as written. The whole thing — 158 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Autonomous 3D Studio — AAA+ Production Engine
autonomous-3d-studio is CIEL's comprehensive, deepest-in-class autonomous 3D pipeline orchestration skill. It empowers agents to execute end-to-end 3D asset creation at AAA+ game studio and cinematic film VFX standards.
The skill provides live Blender MCP viewport bridging, deterministic headless execution harnesses, strict geometric QA gates, automated multi-angle visual inspection, mathematical UV and texel density optimization, 16/32-bit high-to-low baking, procedural geometry node construction, MaterialX/OpenPBR shader graphs, Substance SAT integration, QuadriFlow retopology, seamless Unreal Engine 5 / USD integration, and closed-loop self-repair loops.
1. The 7-Stage AAA Production Pipeline
Every 3D asset created under this skill strictly adheres to the 7-Stage End-to-End Pipeline:
┌──────────────────────────────────────────────────────────────────────────────────────────────────┐
│ 7-STAGE AAA 3D PRODUCTION PIPELINE │
├─────────────────┬─────────────────┬─────────────────┬──────────────────┬─────────────────────────┤
│ STAGE 1 │ STAGE 2 │ STAGE 3 │ STAGE 4 │ STAGE 5 │
│ Concept & High- │ Topology & │ UV Unwrapping & │ Cage Prep & High-│ PBR & MaterialX │
│ Poly Sculpting │ Retopology │ Packing │ to-Low Baking │ Authoring │
├─────────────────┼─────────────────┼─────────────────┼──────────────────┼─────────────────────────┤
│ • SubD / CAD │ • Quad flow │ • Seam math │ • Averaged cage │ • Metal/Rough PBR │
│ • Voxel / Dyntopo│ • Pole control │ • Texel density │ • 16-bit Normal │ • OpenPBR / MatX │
│ • AI-3D cleanup │ • Deform loops │ • 0% overlap │ • AO & Curvature │ • Channel packing │
│ • Micro-bevels │ • Nanite/LODs │ • UDIM tiles │ • ID & Bent Norm │ • Smart layers │
└────────┬────────┴────────┬────────┴────────┬────────┴────────┬─────────┴────────────┬────────────┘
│ │ │ │ │
▼ ▼ ▼ ▼ ▼
┌──────────────────────────────────────────────────────────────────────────────────────────────────┐
│ STAGE 6: Rigging, Skinning & Blendshapes │ STAGE 7: Engine Integration & Scene Assembly │
├───────────────────────────────────────────┼──────────────────────────────────────────────────────┤
│ • Bone roll alignment & IK/FK chains │ • Unreal Engine 5 Nanite, Lumen & LODs │
│ • Dual-Quaternion / Heat-diffuse weights │ • OpenUSD (UsdGeomMesh, UsdShade) Stage Assembly │
│ • FACS 52 Facial Blendshape deltas │ • UCX/UBX Chaos Collision Hulls & Physics Setup │
└───────────────────────────────────────────┴──────────────────────────────────────────────────────┘
What ships with it
39 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- assets/blender_mcp_addon.py 9.4 KB runs code
- assets/dcc_export_presets.json 1.5 KB
- assets/studio_qa_checklist.json 2.0 KB
- assets/texel_density_presets.json 1.6 KB
- CHANGELOG.md 4.5 KB
- MANIFEST.md 4.9 KB
- references/character_organic_standards.md 9.4 KB
- references/generative_3d_hybrid.md 8.7 KB
- references/hard_surface_standards.md 7.4 KB
- references/high_to_low_baking.md 6.4 KB
- references/pbr_materialx_openpbr.md 7.7 KB
- references/pipeline_architecture.md 6.4 KB
- references/procedural_geometry_nodes_vex.md 7.3 KB
- references/rigging_skinning_animation.md 5.5 KB
- references/topology_and_retopology.md 5.2 KB
- references/usd_and_unreal_engine.md 7.6 KB
- references/uv_unwrapping_texel_density.md 5.7 KB
- references/visual_qa_turnaround_protocol.md 6.3 KB
- scripts/autonomous_refinement_loop.py 5.8 KB runs code
- scripts/blender_mcp_server.py 4.9 KB runs code
- scripts/blender_pipeline_executor.py 4.8 KB runs code
- scripts/collision_hull_generator.py 5.3 KB runs code
- scripts/distill_3d_instincts.py 5.8 KB runs code
- scripts/facs_blendshape_mirror.py 6.0 KB runs code
- scripts/generative_3d_adapter.py 6.0 KB runs code
- scripts/geometry_core.py 6.1 KB runs code
- scripts/geometry_qa_validator.py 12 KB runs code
- scripts/high_to_low_baker.py 7.6 KB runs code
- scripts/procedural_kit_generator.py 4.3 KB runs code
- scripts/retopology_quadriflow.py 6.0 KB runs code
- scripts/substance_sat_baker.py 4.5 KB runs code
- scripts/turnaround_qa_renderer.py 12 KB runs code
- scripts/udim_pack_analyzer.py 4.3 KB runs code
- scripts/unreal_engine_bridge.py 4.3 KB runs code
- scripts/usd_materialx_bridge.py 4.9 KB runs code
- scripts/usd_variant_manager.py 4.6 KB runs code
- scripts/uv_texel_analyzer.py 8.5 KB runs code
- scripts/vertex_normal_transfer.py 5.0 KB runs code
- tests/test_3d_studio_regression.py 3.8 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago First seen · 158 lines · 54 tokens per session scan B 404276d19097
autonomous-3d-studio is a skill published in the GitHub repository jxoesneon/Ciel (1 stars, last pushed 2d ago), licensed Apache-2.0. It adds 54 tokens to every session and 3,979 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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