Agent skill

Hoi Object Reconstruction Setup

by nvidia-isaac in nvidia-isaac/video_to_data

Prepare this repository's HOI object reconstruction environment for BundleSDF or SAM3D.

Custom licenceAuto-check passedDevOps & Cloud

Install Hoi Object Reconstruction Setup

skills CLI
$ npx skills add nvidia-isaac/video_to_data --skill hoi-object-reconstruction-setup -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install nvidia-isaac/video_to_data hoi-object-reconstruction-setup --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/nvidia-isaac/video_to_data.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/hoi-object-reconstruction-setup .claude/skills/hoi-object-reconstruction-setup && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
hoi-object-reconstruction-setup
GitHub stars
856
Token cost
~1.4k tokens
SKILL.md length
426 words
Files
3 (incl. scripts)
Skills in repo
13
Repo updated
First seen
Licence
Custom licence

At a glance

Prepare this repository's HOI object reconstruction environment for BundleSDF or SAM3D.

  • Works in 6 steps: Host wrapper import succeeds. → Input preflight passes. → Selected-mode images exist. → …
  • A user asks to install host orchestration packages
  • SKILL.md covers Act before asking, Establish the checkout, Validate an input without… and Install the host package when…, plus 3 more sections
  • Runs Python scripts from its folder; calls python, docker and git

What it does

Hoi Object Reconstruction Setup is an agent skill from nvidia-isaac/video_to_data. Prepare this repository's HOI object reconstruction environment for BundleSDF or SAM3D. Use when a user asks to install host orchestration packages, validate Docker/GPU access, build missing reconstruction images, download mode-specific weights, preflight calibrated stereo input, or make the checkout ready before an HOI reconstruction run.

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `agents/openai.yaml` and `scripts/preflight_input.py`).

It sits in DevOps & Cloud, covering Containers. It works with Docker. The repository describes itself as: Nvidia Isaac Video to Data Pipeline.

When your agent uses it

  • A user asks to install host orchestration packages
  • Validate Docker/GPU access
  • Build missing reconstruction images
  • Download mode-specific weights

Example prompts

  • “/hoi-object-reconstruction-setup”

Requirements

  • Python 3
  • Docker

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Host wrapper import succeeds.
  2. Input preflight passes.
  3. Selected-mode images exist.
  4. Selected-mode weight directories are populated.
  5. The requested GPU is visible inside an already-built image
  6. For SAM3D, the EGL renderer initializes in v2d_sam3d

What it can do on your machine

Read from SKILL.md and the folder at commit 193382a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python
    • docker
    • git

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use docker and git, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Hoi Object Reconstruction Setup loads about 1.4k tokens when it runs. Until then it costs about 93 tokens; SKILL.md has 426 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~93
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 426 words (~1,381 tokens).

“Prepare the selected reconstruction mode and prove that it is runnable. Work from the repository checkout; run host orchestration from reconstruction/.”

— opening of SKILL.md by nvidia-isaac, Custom licence
name
hoi-object-reconstruction-setup

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (scripts) in .claude/skills/hoi-object-reconstruction-setup of nvidia-isaac/video_to_data.

  • SKILL.md
  • agents/openai.yaml
  • scripts/preflight_input.py

Open the folder on GitHubat commit 193382a

Compare with similar skills

Hoi Object Reconstruction Setup next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Hoi Object Reconstruction Setup compared with similar skills
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GreptimeDB Dev Docker ImageGreptimeTeam/greptimedb6.7k—~4kAutomated safety check: NotesApache-2.0
Senior DevOps Toolkitmaslennikov-ig/claude-code-orchestrator-kit2606 repos~1.1kAutomated safety check: NotesCustom licence
LangBot Deployment Guidelangbot-app/LangBot18k—~1.2kAutomated safety check: NotesApache-2.0
Build Openshell Mxc WindowsNVIDIA/OpenShell16k—~4.9kAutomated safety check: PassApache-2.0

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  • Hoi Object Reconstruction Doctor

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    Diagnose and repair failures in this repository's BundleSDF or SAM3D HOI object reconstruction workflow.

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  • Hoi Object Reconstruction Run

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Works with

Categories

Questions about Hoi Object Reconstruction Setup

What does Hoi Object Reconstruction Setup do?

Prepare this repository's HOI object reconstruction environment for BundleSDF or SAM3D. Hoi Object Reconstruction Setup is an agent skill from nvidia-isaac/video_to_data. Prepare this repository's HOI object reconstruction environment for BundleSDF or SAM3D.

When should I use Hoi Object Reconstruction Setup?

Hoi Object Reconstruction Setup fits situations like: A user asks to install host orchestration packages; validate Docker/GPU access; build missing reconstruction images; download mode-specific weights.

How do I install Hoi Object Reconstruction Setup in Claude Code?

Run `npx skills add nvidia-isaac/video_to_data --skill hoi-object-reconstruction-setup -a claude-code`. Or copy the skill folder (.claude/skills/hoi-object-reconstruction-setup in nvidia-isaac/video_to_data) into .claude/skills/hoi-object-reconstruction-setup in your project. Claude Code loads it when a task matches its description.

How do I install Hoi Object Reconstruction Setup in Codex?

Run `npx skills add nvidia-isaac/video_to_data --skill hoi-object-reconstruction-setup -a codex`. Or copy the skill folder (.claude/skills/hoi-object-reconstruction-setup in nvidia-isaac/video_to_data) into .agents/skills/hoi-object-reconstruction-setup in your project. Codex loads it when a task matches its description.

Can I use Hoi Object Reconstruction Setup in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nvidia-isaac/video_to_data --skill hoi-object-reconstruction-setup -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hoi-object-reconstruction-setup, .gemini/skills/hoi-object-reconstruction-setup, .github/skills/hoi-object-reconstruction-setup and .opencode/skills/hoi-object-reconstruction-setup in your project.

What does Hoi Object Reconstruction Setup need to run?

Going by SKILL.md and its folder, Hoi Object Reconstruction Setup needs Python for the scripts in its folder and the command-line tools its instructions call (python, docker and git). Our summary lists: Python 3; Docker.

Does Hoi Object Reconstruction Setup access the network?

SKILL.md contains no URLs. Its commands use docker and git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Hoi Object Reconstruction Setup safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Hoi Object Reconstruction Setup use?

Hoi Object Reconstruction Setup has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Hoi Object Reconstruction Setup use?

About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Hoi Object Reconstruction Setup?

Skills that share tags, products or a category with Hoi Object Reconstruction Setup: Iron Proxy Gateway for NanoClaw (nanocoai/nanoclaw, 31k stars), GreptimeDB Dev Docker Image (GreptimeTeam/greptimedb, 6.7k stars), Senior DevOps Toolkit (maslennikov-ig/claude-code-orchestrator-kit, 260 stars) and LangBot Deployment Guide (langbot-app/LangBot, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Hoi Object Reconstruction Setup?

nvidia-isaac (a GitHub organization) maintains it in nvidia-isaac/video_to_data, which has 856 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on October 8, 2026.

Source: nvidia-isaac/video_to_data on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.