Bio Flow Cytometry Cytometry Qc
GPTomics/bioSkills
Quality control for flow, spectral, and mass cytometry - time-based anomaly cleaning (flowAI, flowCut, PeacoQC, flowClean), margin/boundary event removal, signal-drift detection, dead-cell…
Run and validate the repository-local multi-view camera calibration and human-object reconstruction pipelines.
Install Run Mv Hoi Reconstruction
$ npx skills add nvidia-isaac/video_to_data --skill run-mv-hoi-reconstruction -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nvidia-isaac/video_to_data run-mv-hoi-reconstruction --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/nvidia-isaac/video_to_data.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/run-mv-hoi-reconstruction .claude/skills/run-mv-hoi-reconstruction && rm -rf skills-srcUse ~/.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/
Install the "run-mv-hoi-reconstruction" agent skill from https://github.com/nvidia-isaac/video_to_data/tree/main/.codex/skills/run-mv-hoi-reconstruction into .claude/skills/run-mv-hoi-reconstruction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-mv-hoi-reconstruction", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/nvidia-isaac/video_to_data/tree/main/.codex/skills/run-mv-hoi-reconstructionType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add nvidia-isaac/video_to_data --skill run-mv-hoi-reconstruction -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nvidia-isaac/video_to_data run-mv-hoi-reconstruction --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nvidia-isaac/video_to_data.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/run-mv-hoi-reconstruction .agents/skills/run-mv-hoi-reconstruction && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "run-mv-hoi-reconstruction" agent skill from https://github.com/nvidia-isaac/video_to_data/tree/main/.codex/skills/run-mv-hoi-reconstruction into .agents/skills/run-mv-hoi-reconstruction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-mv-hoi-reconstruction", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nvidia-isaac/video_to_data --skill run-mv-hoi-reconstruction -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nvidia-isaac/video_to_data run-mv-hoi-reconstruction --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nvidia-isaac/video_to_data.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/run-mv-hoi-reconstruction .cursor/skills/run-mv-hoi-reconstruction && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "run-mv-hoi-reconstruction" agent skill from https://github.com/nvidia-isaac/video_to_data/tree/main/.codex/skills/run-mv-hoi-reconstruction into .cursor/skills/run-mv-hoi-reconstruction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-mv-hoi-reconstruction", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/nvidia-isaac/video_to_data.git --path .codex/skills/run-mv-hoi-reconstruction--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add nvidia-isaac/video_to_data --skill run-mv-hoi-reconstruction -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nvidia-isaac/video_to_data run-mv-hoi-reconstruction --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nvidia-isaac/video_to_data.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/run-mv-hoi-reconstruction .gemini/skills/run-mv-hoi-reconstruction && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "run-mv-hoi-reconstruction" agent skill from https://github.com/nvidia-isaac/video_to_data/tree/main/.codex/skills/run-mv-hoi-reconstruction into .gemini/skills/run-mv-hoi-reconstruction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-mv-hoi-reconstruction", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install nvidia-isaac/video_to_data run-mv-hoi-reconstructionInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add nvidia-isaac/video_to_data --skill run-mv-hoi-reconstruction -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nvidia-isaac/video_to_data.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/run-mv-hoi-reconstruction .github/skills/run-mv-hoi-reconstruction && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "run-mv-hoi-reconstruction" agent skill from https://github.com/nvidia-isaac/video_to_data/tree/main/.codex/skills/run-mv-hoi-reconstruction into .github/skills/run-mv-hoi-reconstruction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-mv-hoi-reconstruction", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nvidia-isaac/video_to_data --skill run-mv-hoi-reconstruction -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nvidia-isaac/video_to_data run-mv-hoi-reconstruction --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nvidia-isaac/video_to_data.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/run-mv-hoi-reconstruction .opencode/skills/run-mv-hoi-reconstruction && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "run-mv-hoi-reconstruction" agent skill from https://github.com/nvidia-isaac/video_to_data/tree/main/.codex/skills/run-mv-hoi-reconstruction into .opencode/skills/run-mv-hoi-reconstruction/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "run-mv-hoi-reconstruction", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
run-mv-hoi-reconstruction- GitHub stars
- 861
- Token cost
- ~1.5k tokens
- SKILL.md length
- 638 words
- Files
- 3 (incl. scripts)
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Run and validate the repository-local multi-view camera calibration and human-object reconstruction pipelines.
- Codex is asked to prepare
- SKILL.md covers Read the Canonical Runbook, Choose the Workflow, Calibrate the Rig and Gather the Reconstruction Inputs, plus 4 more sections
- Runs Python scripts from its folder; calls python and docker
- Verify v2d.pipelines.runmvcalibration
What it does
Run Mv Hoi Reconstruction is an agent skill from nvidia-isaac/video_to_data. Run and validate the repository-local multi-view camera calibration and human-object reconstruction pipelines. Use when Codex is asked to prepare, launch, monitor, troubleshoot, or verify v2d.pipelines.runmvcalibration or v2d.pipelines.runmvhoireconstruction, including calibration EDEX generation and the Grounding DINO reconstruction path.
Its SKILL.md is about 1.5k 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.py`).
It sits in Business, Finance & HR, covering Performance reviews. The repository describes itself as: Nvidia Isaac Video to Data Pipeline.
When your agent uses it
- Codex is asked to prepare
- Verify v2d.pipelines.runmvcalibration
- V2d.pipelines.runmvhoireconstruction
- Including calibration EDEX generation and the Grounding DINO reconstruction path
Example prompts
- “/run-mv-hoi-reconstruction”
Requirements
- Python 3
- Docker
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:
pythondocker
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use docker, 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
Run Mv Hoi Reconstruction loads about 1.5k tokens when it runs. Until then it costs about 94 tokens; SKILL.md has 638 words of instructions outside code blocks.
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 638 words (~1,466 tokens).
“Use the local Docker-orchestrated runners to calibrate the multi-view rig and reconstruct one multi-view sequence. Keep the Grounding DINO prompt path as the only supported reconstruction object-detection path.”
- name
- run-mv-hoi-reconstruction
Files
SKILL.md and 2 other files (scripts) in .codex/skills/run-mv-hoi-reconstruction of nvidia-isaac/video_to_data.
- SKILL.md
- agents/openai.yaml
- scripts/preflight.py
Open the folder on GitHubat commit 193382a
Compare with similar skills
Run Mv Hoi Reconstruction 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Run Mv Hoi Reconstruction this skillnvidia-isaac/video_to_data | 861 | — | ~1.5k | Automated safety check: Pass | Custom licence | |
| Bio Flow Cytometry Cytometry QcGPTomics/bioSkills | 1.2k | 1 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Developer Productivitymanager-dot-dev/manager-skills | 114 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Amc Setup Calibration StackNVIDIA/skills | 3.6k | — | ~3.9k | Automated safety check: Notes | Apache-2.0 | |
| Wp Performance Reviewelvismdev/claude-wordpress-skills | 235 | 1 repos | ~4.5k | Automated safety check: Pass | MIT | |
| Align Humanagentscope-ai/OpenJudge | 871 | — | ~3.1k | Automated safety check: Pass | Apache-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.
Hoi Object Reconstruction Run
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Launch, monitor, resume, and verify this repository's BundleSDF or SAM3D HOI object reconstruction pipeline.
Related
Categories
Questions about Run Mv Hoi Reconstruction
What does Run Mv Hoi Reconstruction do?
Run and validate the repository-local multi-view camera calibration and human-object reconstruction pipelines. Run Mv Hoi Reconstruction is an agent skill from nvidia-isaac/video_to_data. Run and validate the repository-local multi-view camera calibration and human-object reconstruction pipelines.
When should I use Run Mv Hoi Reconstruction?
Run Mv Hoi Reconstruction fits situations like: Codex is asked to prepare; verify v2d.pipelines.runmvcalibration; V2d.pipelines.runmvhoireconstruction; including calibration EDEX generation and the Grounding DINO reconstruction path.
How do I install Run Mv Hoi Reconstruction in Claude Code?
Run `npx skills add nvidia-isaac/video_to_data --skill run-mv-hoi-reconstruction -a claude-code`. Or copy the skill folder (.codex/skills/run-mv-hoi-reconstruction in nvidia-isaac/video_to_data) into .claude/skills/run-mv-hoi-reconstruction in your project. Claude Code loads it when a task matches its description.
How do I install Run Mv Hoi Reconstruction in Codex?
Run `npx skills add nvidia-isaac/video_to_data --skill run-mv-hoi-reconstruction -a codex`. Or copy the skill folder (.codex/skills/run-mv-hoi-reconstruction in nvidia-isaac/video_to_data) into .agents/skills/run-mv-hoi-reconstruction in your project. Codex loads it when a task matches its description.
Can I use Run Mv Hoi Reconstruction 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 run-mv-hoi-reconstruction -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/run-mv-hoi-reconstruction, .gemini/skills/run-mv-hoi-reconstruction, .github/skills/run-mv-hoi-reconstruction and .opencode/skills/run-mv-hoi-reconstruction in your project.
What does Run Mv Hoi Reconstruction need to run?
Going by SKILL.md and its folder, Run Mv Hoi Reconstruction needs Python for the scripts in its folder and the command-line tools its instructions call (python and docker). Our summary lists: Python 3; Docker.
Does Run Mv Hoi Reconstruction access the network?
SKILL.md contains no URLs. Its commands use docker, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Run Mv Hoi Reconstruction 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 Run Mv Hoi Reconstruction use?
Run Mv Hoi Reconstruction 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 Run Mv Hoi Reconstruction use?
About 1.5k tokens (SKILL.md is roughly 5.9k 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 Run Mv Hoi Reconstruction?
Skills that share tags, products or a category with Run Mv Hoi Reconstruction: Bio Flow Cytometry Cytometry Qc (GPTomics/bioSkills, 1.2k stars), Developer Productivity (manager-dot-dev/manager-skills, 114 stars), Amc Setup Calibration Stack (NVIDIA/skills, 3.6k stars) and Wp Performance Review (elvismdev/claude-wordpress-skills, 235 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Run Mv Hoi Reconstruction?
nvidia-isaac (a GitHub organization) maintains it in nvidia-isaac/video_to_data, which has 861 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.