watch

watch is a skill for Claude Code, Codex from bradautomates/claude-video. It costs 54 tokens per session (5,405 once invoked), scanned C, original, MIT.

A tool for examining videos from a web address or local file using captions, a spoken transcript, and selected video frames. It can use automatic speech recognition when captions are unavailable.

In plain words
What is it for?
Use it to inspect what is said and shown in a video. It helps with questions about dialogue, scenes, timestamps, and visual details.
Why use it?
It brings the video's spoken content and visual scenes together, so questions can be answered without manually watching the entire recording.

Skill for Claude CodeCodex

Written for Claude Code and Codex: allowed-tools in frontmatter, but also reads ~/.codex or $CODEX_HOME. Also seen: reads .claude/ paths; names the AskUserQuestion tool; mentions Claude Code.

Part of the claude-video plugin — 1 skill, 1 hook shipped together

Good fit Use it to inspect what is said and shown in a video. It helps with questions about dialogue, scenes, timestamps, and visual details.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/bradautomates/claude-video/watch
About the project

Claude Video is an agent add-on that lets Claude analyze videos by obtaining captions, downloading media, extracting frames, and producing timestamped transcripts. It is used to answer questions about online or local videos, including their visual content, audio, structure, and opening moments. Catalogue add-ons provide the commands, hooks, instructions, and skill that enable this workflow.

bradautomates/claude-video · 16,928 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add bradautomates/claude-video --skill watch
Clone the repo
git clone --depth 1 https://github.com/bradautomates/claude-video

Made for: Claude Code, Codex.

Or install claude-video, the plugin that ships this one along with the rest of its 1 skill, 1 hook.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for watch

README.md
[![agentmods](https://agentmods.dev/badge/skills/bradautomates/claude-video/watch/github.svg)](https://agentmods.dev/skills/bradautomates/claude-video/watch)
Your own site
<a href="https://agentmods.dev/skills/bradautomates/claude-video/watch"><img src="https://agentmods.dev/badge/skills/bradautomates/claude-video/watch/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for watch

Your own site · 80×15
<a href="https://agentmods.dev/skills/bradautomates/claude-video/watch"><img src="https://agentmods.dev/badge/skills/bradautomates/claude-video/watch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 54 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,405 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 9 May 2026
  • Snyk fail 10 May 2026
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 6 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Agent Snooping · line 23
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 24
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 25
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Rogue Agent · line 54
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Rogue Agent · line 86
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Rogue Agent · line 234
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00054 $0.05405
Opus 5 $0.00027 $0.02703
Sonnet 5 $0.00011 $0.01081
Haiku 4.5 $0.00005 $0.00541

Measured 9d ago against content hash 10dc8e56699e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade C, and why

watch scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

The scan reads SKILL.md. This mod also ships 8 executable files (scripts/build-skill.sh, scripts/config.py, scripts/download.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

**Step 5 — clean up.** The script prints a working directory at the end. If the user isn't going to ask follow-ups about this video, delete it with `rm -rf <dir>`. If they might, leave it in place.
skills/watch/SKILL.md · 269 lines

How it starts

The opening of the file, as written. The whole thing — 269 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/watch

You don't have a video input; this skill gives you one. A Python script gets captions first, optionally downloads the video, extracts frames as JPEGs (scene-aware, or fast keyframes at efficient detail), gets a timestamped transcript (native captions first, then Whisper API as fallback), and prints frame paths. You then Read each frame path to see the images and combine them with the transcript to answer the user.

Resolve SKILL_DIR (do this before any command)

Every python3 ... command below runs a bundled script under SKILL_DIR/scripts/. Set SKILL_DIR to the absolute path of the directory containing THIS SKILL.md you just Read — your harness told you that path in the Read result. The scripts are always a direct sibling of this file (SKILL_DIR/scripts/watch.py), in every install layout:

Read ~/.claude/plugins/cache/claude-video/watch/<ver>/skills/watch/SKILL.md → SKILL_DIR=…/skills/watch
Read ~/.codex/skills/watch/SKILL.md                                          → SKILL_DIR=~/.codex/skills/watch
Read ~/.agents/skills/watch/SKILL.md                                         → SKILL_DIR=~/.agents/skills/watch

Substitute that literal path for ${SKILL_DIR} in every command. This works on every harness (Claude Code, Codex, Cursor, Gemini CLI, …) without relying on any harness-specific environment variable. Guard once at the start of a run:

SKILL_DIR="<absolute path of the directory containing the SKILL.md you Read>"
if [ ! -f "$SKILL_DIR/scripts/watch.py" ]; then
  echo "ERROR: scripts/watch.py not found under SKILL_DIR=$SKILL_DIR" >&2
  echo "Re-check the directory of the SKILL.md you Read and substitute it as SKILL_DIR." >&2
  exit 1
fi

Step 0 — Setup preflight (runs every /watch invocation, silent on success)

Python interpreter: every python3 ... command in this skill is for macOS/Linux. On Windows, substitute python — the python3 command on Windows is the Microsoft Store stub and will not run the script.

Read the full file on GitHub · 269 lines

Files

What ships with it

9 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 269 lines · 54 tokens per session scan C 10dc8e56699e

Subscribe to this mod's changes

watch is a skill published in the GitHub repository bradautomates/claude-video (16,928 stars, last pushed 2mo ago), licensed MIT. It adds 54 tokens to every session and 5,405 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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