SKILLS & AGENTS/Skill 与 Agent·MULTI-AGENT

video_to_data

nvidia-isaac/video_to_data

Nvidia Isaac Video to Data Pipeline

打开仓库Open repository

怎么装：Install: uv pip install -e ".[all]" # vLLM, webapp, benchmark, dev tools

02 / 现在的位置02 / Why now

它现在处在什么位置Where it stands right now

首次发现FIRST SEEN

03 OCT 202603 OCT 2026

增长GROWTH

+1.0%+1.0%

835 → 843 stars · 2 个快照835 → 843 stars · 2 snapshots

状态STATUS

持续活跃Active

质量 B+Quality B+

03 / 它能帮你做什么03 / What it helps you do

它能帮你做成什么What it helps you do

04 / 安装04 / Install

怎么装How to install

$

Python 用户的完整版安装，包含命令行工具。The full install for Python users, including the command-line tool.

DOCKER

$

README 里给出的安装方式。The installation method given in the README.

两种装法选一个即可 —— 上面那条给命令行用户，下面那条给写代码的用户。Pick one of the two — the first is for command-line users, the second for people writing code.

05 / 限制与风险05 / Limits and risk

限制与风险Limits and risk

风险不是警告，是可信度的一部分。以下结论只基于文档静态扫描，我们不会执行项目里的任何代码。Risk here is evidence, not an alarm. These findings come from static scanning of the docs; we never execute a project’s code.

限制LIMITS

存在风险Risk found

01需要 API KeyREQUIRES API KEY: 是Yes
02需要本地环境NEEDS LOCAL RUNTIME: 是Yes
03需要 DockerNEEDS DOCKER: 未在文档中发现Not found in the docs
04难度DIFFICULTY: 需要本地环境Needs a local runtime

PROVENANCE · 这些结论的依据是什么Where these conclusions come from

来源 URLSource URL: https://github.com/nvidia-isaac/video_to_data
原始数据哈希Raw data hash: 9229390234cacf53c4b6a5363e62ea40
解析时间Parsed at: 2026-10-03T23:15:09.373Z
最后一次验证Last verified: 2026-10-04T08:53:33.891Z
增长测量时间Growth measured: 2026-10-03T23:24:59.911Z
发现查询Discovery queries: focus:motion:code:threejs
分类来源Category source: rules
焦点Focus: motion (5)

静态扫描STATIC SCAN

01执行远程脚本Runs a remote script.claude/skills/ingestion_agent_onboard/SKILL.md
```
uv --version || curl -LsSf https://astral.sh/uv/install.sh | sh
```

02需要系统权限Needs system permissions.claude/skills/robotic_grounding_doctor/SKILL.md

| Files owned by root on the host after a container run | Isaac image runs as root | On the host: `sudo chown -R $(whoami) .` |

这里只做静态扫描：读 README、SKILL.md 和依赖清单，不执行代码。没有命中不代表安全。This is static scanning only: we read the README, SKILL.md and dependency list, and never execute code. No findings does not mean safe.

完整解析证据 JSONFull parse evidence JSON

{
  "agents": [
    {
      "agent": "claude-code",
      "evidence": "tree: .claude/"
    },
    {
      "agent": "codex",
      "evidence": "tree: .codex/"
    }
  ],
  "apiKey": "their account. ```bash echo $HF_TOKEN ``` Pass: `hf_xxxx...`. Fail (empty):",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 0,
      "dev-tools": 0,
      "indie-web": 0,
      "skill-agent": 0,
      "productivity": 0
    },
    "primary": "skill-agent",
    "secondary": "multi-agent"
  },
  "localRuntime": "on a single NVIDIA RTX A6000 GPU with 48 GB of VRAM and has also been ve",
  "skillMdTotal": 23,
  "skillMdErrors": [
    {
      "path": ".claude/skills/robotic_grounding_doctor/SKILL.md",
      "error": "Nested mappings are not allowed in compact mappings at line 2, column 14:"
    },
    {
      "path": ".claude/skills/robotic_grounding_onboard/SKILL.md",
      "error": "Nested mappings are not allowed in compact mappings at line 2, column 14:"
    },
    {
      "path": ".claude/skills/robotic_grounding_run/SKILL.md",
      "error": "Nested mappings are not allowed in compact mappings at line 2, column 14:"
    },
    {
      "path": ".claude/skills/robotic_grounding_whole_body/SKILL.md",
      "error": "Nested mappings are not allowed in compact mappings at line 2, column 14:"
    }
  ],
  "treeTruncated": false,
  "categoryScores": {
    "data": 1,
    "agent": 1,
    "media": 6,
    "design": 2,
    "browser": 0,
    "devtool": 0,
    "security": 0,
    "marketing": 0,
    "productivity": 1
  },
  "classification": [
    {
      "signal": "19 SKILL.md with name + description",
      "weight": 0.95
    },
    {
      "signal": "skills/ directory with 18 markdown files",
      "weight": 0.75
    }
  ],
  "scannedSources": [
    "readme",
    ".claude/skills/ego-reconstruction-setup/SKILL.md",
    ".claude/skills/hoi-object-reconstruction-doctor/SKILL.md",
    ".claude/skills/hoi-object-reconstruction-run/SKILL.md",
    ".claude/skills/hoi-object-reconstruction-setup/SKILL.md",
    ".claude/skills/ingestion_agent_doctor/SKILL.md",
    ".claude/skills/ingestion_agent_onboard/SKILL.md",
    ".claude/skills/mesh-to-usd-doctor/SKILL.md",
    ".claude/skills/mesh-to-usd-run/SKILL.md",
    ".claude/skills/mesh-to-usd-setup/SKILL.md",
    ".claude/skills/onboard_ego_clip/SKILL.md",
    ".claude/skills/robotic_grounding_doctor/SKILL.md",
    ".claude/skills/robotic_grounding_onboard/SKILL.md",
    ".claude/skills/robotic_grounding_run/SKILL.md",
    ".claude/skills/robotic_grounding_whole_body/SKILL.md",
    ".claude/skills/run-ego-reconstruction-video/SKILL.md",
    ".claude/skills/sharpa-datagen/SKILL.md",
    ".codex/skills/ego-reconstruction-setup/SKILL.md",
    ".codex/skills/groot-finetune/SKILL.md",
    ".codex/skills/mesh-to-usd-doctor/SKILL.md",
    ".codex/skills/mesh-to-usd-run/SKILL.md",
    ".codex/skills/mesh-to-usd-setup/SKILL.md",
    ".codex/skills/run-ego-reconstruction-video/SKILL.md",
    ".codex/skills/run-mv-hoi-reconstruction/SKILL.md"
  ],
  "skillMdFetched": 23
}