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Scene Orchestration

Category: General  ·  Sub-category: general-misc  ·  Last updated:
Full end-to-end pipeline orchestrator — runs stage1-initialize-scene → stage2-environment-construction → stage3-scene-refinement in sequence on a single scene_dir containing only image.png. Accepts: scene-dir (required), --gpu N (default 0, Stage 1 only), --island-refine-iter N (default 10, Stage 3 only), --force (skip all resume checks and rerun from Stage 1). Trigger on "/scene-orchestration", "run the full pipeline", "process scene end-to-end", "image to final 3D scene", or any time the user provides a scene_dir with only image.png and wants the complete output.
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From the source SKILL.md

Thin sequential orchestrator. Takes one folder with image.png and drives all three stages in order until render/final/*.png exists. Each stage delegates to its own skill — this file owns only the sequencing, resume logic, and failure triage.

What this skill does

Scene Orchestration is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/scene-orchestration/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Scene Orchestration Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/scene-orchestration
curl -L https://claudskills.com/skills/scene-orchestration/SKILL.md \
  -o ~/.claude/skills/scene-orchestration/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/scene-orchestration/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/scene-orchestration/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\scene-orchestration\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Scene Orchestration Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/scene-orchestration/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Scene Orchestration skill do?
Full end-to-end pipeline orchestrator — runs stage1-initialize-scene → stage2-environment-construction → stage3-scene-refinement in sequence on a single scene_dir containing only image.png. Accepts: scene-dir (required), --gpu N (default 0, Stage 1 only), --island-refine-iter N (default 10, Stage 3 only), --force (skip all resume checks and rerun from Stage 1). Trigger on "/scene-orchestration", "run the full pipeline", "process scene end-to-end", "image to final 3D scene", or any time the user provides a scene_dir with only image.png and wants the complete output.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Scene Orchestration skill?
Use Scene Orchestration when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Scene Orchestration" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Scene Orchestration skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Scene Orchestration is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
jhkim0759. (2026). Scene Orchestration [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/scene-orchestration/
BibTeX
@misc{scene-orchestration-2026,
  author    = {jhkim0759},
  title     = {Scene Orchestration [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/scene-orchestration/}
}

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