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Tao Generate Video Reasoning Annotations

Category: Content  ·  Sub-category: video  ·  Last updated:
type:generator
Multi-step video annotation pipeline that turns raw videos into Chain-of-Thought training data — multi-level captions, structured descriptions, and QA pairs (MCQ, binary, open-ended) with reasoning traces, via VLM/LLM distillation. Use when the user wants to "create video training data", "generate video QA datasets", "build CoT reasoning traces from videos", "auto-label videos", or run the video_reasoning_annotation pipeline. Triggers include "video annotation", "video CoT", "video QA", "chain-of-thought", "video captioning pipeline", "video distillation".
Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Tao Generate Video Reasoning Annotations includes a dedicated installation section; pricing or quota commentary; at least one code block. The SKILL.md runs to about 1,253 words, in the catalog's typical mid-range.

Source
docs.nvidia.com/skills
Original author
NVIDIA
Indexed lastmod
Catalog position
Content · video
Indexed related skills
10

How Tao Generate Video Reasoning Annotations fits the catalog

Tao Generate Video Reasoning Annotations sits in the Content category under the video sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Generate Chain-of-Thought training datasets from videos by producing multi-level captions, structured descriptions, and QA pairs (MCQ, binary, open-ended) with step-by-step reasoning traces. Domain-agnostic by default — customize prompts for any video domain.

What this skill does

Tao Generate Video Reasoning Annotations is a community-contributed Claude Code skill in the video sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/tao-generate-video-reasoning-annotations/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user wants to "create video training data", "generate video QA datasets", "build CoT reasoning traces from videos", "auto-label videos", or run the video_reasoning_annotation pipeline. Triggers include "video annotation", "video CoT", "video QA", "chain-of-thought", "video captioning pipeline", "video distillation".

Who uses this skill

The Tao Generate Video Reasoning Annotations Claude Code skill is built for content creators, marketers, copywriters, SEO professionals, and editorial teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 146,000+ 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/tao-generate-video-reasoning-annotations
curl -L https://claudskills.com/skills/tao-generate-video-reasoning-annotations/SKILL.md \
  -o ~/.claude/skills/tao-generate-video-reasoning-annotations/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/tao-generate-video-reasoning-annotations/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/tao-generate-video-reasoning-annotations/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\tao-generate-video-reasoning-annotations\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.

Frequently asked questions

How do I install the Tao Generate Video Reasoning Annotations Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/tao-generate-video-reasoning-annotations/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Tao Generate Video Reasoning Annotations skill do?
Multi-step video annotation pipeline that turns raw videos into Chain-of-Thought training data — multi-level captions, structured descriptions, and QA pairs (MCQ, binary, open-ended) with reasoning traces, via VLM/LLM distillation. Use when the user wants to "create video training data", "generate video QA datasets", "build CoT reasoning traces from videos", "auto-label videos", or run the video_reasoning_annotation pipeline. Triggers include "video annotation", "video CoT", "video QA", "chain-of-thought", "video captioning pipeline", "video distillation".
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 Tao Generate Video Reasoning Annotations skill?
Use Tao Generate Video Reasoning Annotations when your Claude Code task falls under the Content category — specifically in the video 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 Tao Generate Video Reasoning Annotations" or describe the task and let Claude pick). Browse related skills at /category/content/.
What is a Claude Code skill and how does the Tao Generate Video Reasoning Annotations 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. Tao Generate Video Reasoning Annotations is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content 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
NVIDIA. (2026). Tao Generate Video Reasoning Annotations [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/tao-generate-video-reasoning-annotations/
BibTeX
@misc{tao-generate-video-reasoning-annotations-2026,
  author    = {NVIDIA},
  title     = {Tao Generate Video Reasoning Annotations [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/tao-generate-video-reasoning-annotations/}
}

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Security scan

Grade A · scanned 2026-07-06 — free static scan against the OWASP Agentic Skills Top 10.

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