Agent skill

Video Watch

by witnesstodark in witnesstodark/mr-mak-workspace

Inspect a local or publicly accessible video through sampled scene frames, timestamps and a visual report, especially for motion and 3D reference analysis.

MITAuto-check passed

Install Video Watch

skills CLI
$ npx skills add witnesstodark/mr-mak-workspace --skill video-watch -a claude-code

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

GitHub CLI
$ gh skill install witnesstodark/mr-mak-workspace video-watch --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/witnesstodark/mr-mak-workspace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/video-watch .claude/skills/video-watch && 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
video-watch
GitHub stars
343
Token cost
~288 tokens
SKILL.md length
137 words
Files
1
Skills in repo
19
Repo updated
First seen
Licence
MIT

At a glance

Inspect a local or publicly accessible video through sampled scene frames, timestamps and a visual report, especially for motion and 3D reference analysis.

  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Video Watch is an agent skill from witnesstodark/mr-mak-workspace. Inspect a local or publicly accessible video through sampled scene frames, timestamps and a visual report, especially for motion and 3D reference analysis.

Its SKILL.md is about 290 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: A local desktop workspace for Codex and Claude Code, with project reports, creative skills and optional voice. The licence is MIT.

Example prompts

  • “/video-watch”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit ee27994. 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

    No scripts in the folder and no shell commands in SKILL.md.

    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

Video Watch loads about 288 tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 137 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~42
When it runs · the whole SKILL.md, loaded when a task matches
~288

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from witnesstodark/mr-mak-workspace at commit ee27994, republished under its MIT licence (© witnesstodark). 137 words, ~288 tokens.

Download SKILL.mdSave it as .claude/skills/video-watch/SKILL.md (or your agent's skills folder).
name
video-watch
description
Inspect a local or publicly accessible video through sampled scene frames, timestamps and a visual report, especially for motion and 3D reference analysis.

Video Watch

Read the workflow. Use the project helper at scripts/video-watch/extract.py with a local file or supported video URL and a new dated Workspace folder. Install its optional dependencies in a local virtual environment, not the system Python environment.

Inspect the extracted frames. Cite timestamps for observations and open the original clip when a sparse sample cannot establish timing or continuity. For gait and fast action, use denser samples around the relevant range. Do not claim to have watched every frame from a contact sheet.

Keep visual observations separate from audio or transcript claims. URL downloads in this helper prefer video-only streams; do not assume they contain audio. For transcription, use the original audio through a separately configured tool. Create an English summary with evidence and links in the existing task card. Use workspace-authoring for its presentation.

© witnesstodark, 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 .agents/skills/video-watch of witnesstodark/mr-mak-workspace.

Open the folder on GitHubat commit ee27994

Compare with similar skills

Video Watch 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.

Video Watch compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Video Watch this skillwitnesstodark/mr-mak-workspace343—~288Automated safety check: PassMIT
Accessibilityaffaan-m/ECC276k1 repos~1.6kAutomated safety check: PassMIT
Accessibilityaffaan-m/ECC276k—~1.2kAutomated safety check: PassMIT
Accessibilityaffaan-m/ECC276k—~1kAutomated safety check: PassMIT
Accessibilityelastic/kibana21k—~338Automated safety check: PassCustom licence
Accessible Notificationsthedaviddias/Front-End-Checklist74k—~438Automated safety check: PassMIT

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Questions about Video Watch

What does Video Watch do?

Inspect a local or publicly accessible video through sampled scene frames, timestamps and a visual report, especially for motion and 3D reference analysis. Video Watch is an agent skill from witnesstodark/mr-mak-workspace. Inspect a local or publicly accessible video through sampled scene frames, timestamps and a visual report, especially for motion and 3D reference analysis.

How do I install Video Watch in Claude Code?

Run `npx skills add witnesstodark/mr-mak-workspace --skill video-watch -a claude-code`. Or copy the skill folder (.agents/skills/video-watch in witnesstodark/mr-mak-workspace) into .claude/skills/video-watch in your project. Claude Code loads it when a task matches its description.

How do I install Video Watch in Codex?

Run `npx skills add witnesstodark/mr-mak-workspace --skill video-watch -a codex`. Or copy the skill folder (.agents/skills/video-watch in witnesstodark/mr-mak-workspace) into .agents/skills/video-watch in your project. Codex loads it when a task matches its description.

Can I use Video Watch 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 witnesstodark/mr-mak-workspace --skill video-watch -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/video-watch, .gemini/skills/video-watch, .github/skills/video-watch and .opencode/skills/video-watch in your project.

What does Video Watch need to run?

SKILL.md names no scripts, command-line tools or credentials: Video Watch is instructions for the agent only. Our summary lists: Python 3.

Does Video Watch 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 Video Watch 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. Review the folder before installing.

What licence does Video Watch use?

Video Watch is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Video Watch use?

About 288 tokens (SKILL.md is roughly 1.2k 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 Video Watch?

Skills that share tags, products or a category with Video Watch: Accessibility (affaan-m/ECC, 276k stars), Accessibility (affaan-m/ECC, 276k stars), Accessibility (affaan-m/ECC, 276k stars) and Accessibility (elastic/kibana, 21k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Video Watch?

witnesstodark (a GitHub user) maintains it in witnesstodark/mr-mak-workspace, which has 343 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 8, 2026.

Source: witnesstodark/mr-mak-workspace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.