Agent skill

Watching Videos

by oxbshw in oxbshw/watch-skill

The user shared a video URL, a YouTube/TikTok/stream link, a local video file, a screen recording, a meeting recording, or a playlist/folder of videos — "watch this", "summarize this video", "what's…

MITAuto-check: notesMedia & Creative

Install Watching Videos

skills CLI
$ npx skills add oxbshw/watch-skill --skill watching-videos -a claude-code

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

GitHub CLI
$ gh skill install oxbshw/watch-skill watching-videos --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/oxbshw/watch-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/watching-videos .claude/skills/watching-videos && 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
watching-videos
GitHub stars
470
Token cost
~599 tokens
SKILL.md length
245 words
Files
1
Skills in repo
10
Repo updated
First seen
Licence
MIT

At a glance

The user shared a video URL, a YouTube/TikTok/stream link, a local video file, a screen recording, a meeting recording, or a playlist/folder of videos — "watch this", "summarize this video", "what's…

  • Tasks that involve Transcription
  • SKILL.md covers Before watching: check the index, One video, Many videos (playlist,… and First run on a machine
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Watching Videos is an agent skill from oxbshw/watch-skill. The user shared a video URL, a YouTube/TikTok/stream link, a local video file, a screen recording, a meeting recording, or a playlist/folder of videos — "watch this", "summarize this video", "what's in this recording". Use this to actually watch the video — download, extract frames, OCR, transcribe, and index it — instead of guessing from the title or asking the user to describe it.

Its SKILL.md is about 600 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Media & Creative, covering Transcription. It works with TikTok, YouTube and DeepSeek. The repository describes itself as: Give AI agents eyes, ears, and verifiable results. Watch Skill turns video, audio and screen activity into searchable, timestamped evidence and proves work with deterministic… The licence is MIT.

When your agent uses it

  • Tasks that involve Transcription

Example prompts

  • “watch this”
  • “summarize this video”
  • “s in this recording”
  • “/watching-videos”

Requirements

  • Pre-approved tools (allowed-tools): Bash, Read

What it can do on your machine

Read from SKILL.md and the folder at commit f1317c8. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash
    • Read

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).

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

  • Network

    No URLs in SKILL.md.

    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

Watching Videos loads about 599 tokens when it runs. Until then it costs about 100 tokens; SKILL.md has 245 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~100
When it runs · the whole SKILL.md, loaded when a task matches
~599

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Bash, Read

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from oxbshw/watch-skill at commit f1317c8, republished under its MIT licence (© oxbshw). 245 words, ~599 tokens.

Download SKILL.mdSave it as .claude/skills/watching-videos/SKILL.md (or your agent's skills folder).
name
watching-videos
description
The user shared a video URL, a YouTube/TikTok/stream link, a local video file, a screen recording, a meeting recording, or a playlist/folder of videos — "watch this", "summarize this video", "what's in this recording". Use this to actually watch the video — download, extract frames, OCR, transcribe, and index it — instead of guessing from the title or asking the user to describe it.
allowed-tools
Bash, Read
version
1.4.3
license
MIT
user-invocable
true

Watching videos

You don't have a video input; this skill gives you one. Anything a user hands you — a YouTube link, a TikTok, a lecture, a meeting recording, a screen capture, an .mp4 on disk — goes through the same pipeline: frames (scene-aware, deduplicated), OCR, transcript (captions first, local Whisper offline fallback), all persisted into one index.

Before watching: check the index

bash
watch-skill list

If the video was already analyzed — this session or any earlier one — do NOT watch it again. Ask it directly (see the asking-with-evidence skill):

bash
watch-skill ask <video_id> "<question>"

One video

bash
watch-skill watch "<url-or-path>" [--start T --end T] [--max-frames N] [--transcript-only]
  • Works on any yt-dlp-supported site (1800+), direct media URLs, HLS/DASH manifests (--duration 60 bounds live streams), and local files.
  • Video over ~10 minutes and the user cares about one part → use --start/--end for dense sampling of that window.
  • User only needs what was said → --transcript-only (fastest, often no video download at all).

The report prints Indexed: <video_id>, frames with t=MM:SS timestamps, OCR text, and the transcript. Read every frame path listed — in a single message, parallel Read calls — then answer from frames + OCR

  • transcript, citing timestamps.

Many videos (playlist, channel, folder)

bash
watch-skill batch "<playlist-url-or-folder>" [--limit N]

Everything lands in the same index; one broken video never stops the rest. Afterwards a single watch-skill search "<phrase>" spans the whole batch.

First run on a machine

If any command fails with a dependency error, run watch-skill doctor once — it installs missing ffmpeg/yt-dlp itself. No API key is required for any of this; transcription is local by default and the video file never leaves the machine.

© oxbshw, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/watching-videos of oxbshw/watch-skill.

Open the folder on GitHubat commit f1317c8

Compare with similar skills

Watching Videos 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.

Watching Videos compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Watching Videos this skilloxbshw/watch-skill470—~599Automated safety check: NotesMIT
Watchmathiaschu/watch142—~4kAutomated safety check: WarnMIT
Youtube Transcribechubbyguan/chubbyskills1.2k—~706Automated safety check: NotesMIT
WatchTheCraigHewitt/skills159—~1.6kAutomated safety check: NotesMIT
Scenario Caption Studioscenario-labs/skills946—~3.4kAutomated safety check: PassMIT
Video Transcribewendy7756/AI-Video-Transcriber3.3k—~937Automated safety check: NotesApache-2.0

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More from oxbshw/watch-skill

All 10 skills in this repo
  • Asking With Evidence

    oxbshw/watch-skill

    The user asks a question about a video that was already watched or indexed — "what did they say about X", "what error code appears", "what happens at 2:30", "does the video show Y".

    470 GitHub stars~550 tokensUpdated 26 days ago
    Auto-check: notes
  • Configuring Vision

    oxbshw/watch-skill

    The user wants to connect an LLM or vision provider, already has an API key, asks "can I use OpenAI/Anthropic/Gemini/OpenRouter", wants local Ollama, or needs different cheap and strong models.

    470 GitHub stars~509 tokensUpdated 26 days ago
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  • The Loop

    oxbshw/watch-skill

    The user built or changed something visual — a UI, an animation, a game, a generated video — and wants it verified, or asks "why does my UI look wrong", "check that the fix actually worked", "does…

    470 GitHub stars~622 tokensUpdated 26 days ago
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  • Video Memory

    oxbshw/watch-skill

    The user asks about videos watched in the past or across sessions — "have we watched anything about X", "which video showed that error", "what did that meeting decide", "search my videos", or a…

    470 GitHub stars~569 tokensUpdated 26 days ago
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  • Extracting Structure

    oxbshw/watch-skill

    The user wants structure pulled out of a watched video — "make chapters for this video", "where does the bug appear in this recording", "turn this screen recording into a bug report", "how strong is…

    470 GitHub stars~490 tokensUpdated 26 days ago
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  • Learning From Mistakes

    oxbshw/watch-skill

    The user corrected an answer about a video — "no, it actually says X", "that's the wrong timestamp", "you misread the error code" — or asks why a video answer was wrong.

    470 GitHub stars~380 tokensUpdated 26 days ago
    Auto-check: notes

Questions about Watching Videos

What does Watching Videos do?

The user shared a video URL, a YouTube/TikTok/stream link, a local video file, a screen recording, a meeting recording, or a playlist/folder of videos — "watch this", "summarize this video", "what's…. Watching Videos is an agent skill from oxbshw/watch-skill. The user shared a video URL, a YouTube/TikTok/stream link, a local video file, a screen recording, a meeting recording, or a playlist/folder of videos — "watch this", "summarize this video", "what's in this recording".

When should I use Watching Videos?

Watching Videos fits situations like: tasks that involve Transcription.

How do I install Watching Videos in Claude Code?

Run `npx skills add oxbshw/watch-skill --skill watching-videos -a claude-code`. Or copy the skill folder (skills/watching-videos in oxbshw/watch-skill) into .claude/skills/watching-videos in your project. Claude Code loads it when a task matches its description.

How do I install Watching Videos in Codex?

Run `npx skills add oxbshw/watch-skill --skill watching-videos -a codex`. Or copy the skill folder (skills/watching-videos in oxbshw/watch-skill) into .agents/skills/watching-videos in your project. Codex loads it when a task matches its description.

Can I use Watching Videos 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 oxbshw/watch-skill --skill watching-videos -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/watching-videos, .gemini/skills/watching-videos, .github/skills/watching-videos and .opencode/skills/watching-videos in your project.

What does Watching Videos need to run?

SKILL.md names no scripts, command-line tools or credentials: Watching Videos is instructions for the agent only. Its frontmatter pre-approves these tools: Bash, Read.

Does Watching Videos access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Watching Videos safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Watching Videos use?

Watching Videos is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Watching Videos use?

About 599 tokens (SKILL.md is roughly 2.4k 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 Watching Videos?

Skills that share tags, products or a category with Watching Videos: Watch (mathiaschu/watch, 142 stars), Youtube Transcribe (chubbyguan/chubbyskills, 1.2k stars), Watch (TheCraigHewitt/skills, 159 stars) and Scenario Caption Studio (scenario-labs/skills, 946 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Watching Videos?

oxbshw (a GitHub user) maintains it in oxbshw/watch-skill, which has 470 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on September 14, 2026.

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