Borrowing it
Nothing to install: this file belongs to sumioshi/whatsapp-automation. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/sumioshi/whatsapp-automation/main/.claude/skills/watch/SKILL.mdgit clone --depth 1 https://github.com/sumioshi/whatsapp-automationWrote 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.
[](https://agentmods.dev/skills/sumioshi/whatsapp-automation/watch)<a href="https://agentmods.dev/skills/sumioshi/whatsapp-automation/watch"><img src="https://agentmods.dev/badge/skills/sumioshi/whatsapp-automation/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.
<a href="https://agentmods.dev/skills/sumioshi/whatsapp-automation/watch"><img src="https://agentmods.dev/badge/skills/sumioshi/whatsapp-automation/watch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00076 | $0.03917 |
| Opus 5.5 | $0.00030 | $0.01567 |
| Sonnet 5.5 | $0.00015 | $0.00783 |
| Haiku 4.5 | $0.00008 | $0.00392 |
Grade B, and why
watch scanned grade B 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 2d ago.
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.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
- `can_proceed` depends on base binaries for the local engine, not optional credentials. If it is false, run `setup.py` and confirm the binaries become available. macOS uses Homebrew; other systems get package commands. How it starts
The opening of the file, as written. The whole thing — 169 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/watch
Run the bundled Python script. With the gemini engine (a GEMINI_API_KEY is configured) Google's video model watches the video and the report carries its timestamped answer for you to relay. With the local engine the script produces timestamped frames and a transcript; view the frames and answer from that evidence. Native captions come first; the chosen local or cloud backend is only a fallback. Transcript-only evidence cannot establish visual facts.
Resolve the skill and interpreter
SKILL_DIR is the absolute directory containing this SKILL.md; scripts/ sits beside it.
Commands below use python3 for macOS/Linux. On Windows, verify a working Python 3.10+ with python --version or py -3 --version and use that interpreter. python3 is not always a Store alias; inspect the actual result. In PowerShell use $SKILL_DIR rather than Bash variable syntax, for example:
python "$SKILL_DIR/scripts/setup.py" --json
Use the host's available shell, image viewer, and question tool. AskUserQuestion and Bash are examples, not requirements for every host.
First run and setup
On the first invocation in a session:
python3 "${SKILL_DIR}/scripts/setup.py" --json
can_proceeddepends on base binaries for the local engine, not optional credentials. If it is false, runsetup.pyand confirm the binaries become available. macOS uses Homebrew; other systems get package commands. Do not use sudo automatically. With the Gemini engine (engineisgemini,binaries_requiredfalse), missingffmpeg/yt-dlpdo not block YouTube URLs but are still needed for other URLs and for--engine local; mentionmissing_binariesonly when that matters.- If
first_runis false, proceed without announcing successful setup or asking preferences again. Existing installations without a backend setting retainauto(Groq key first, then OpenAI). - If
first_runis true, ask the engine question first, then (local engine only) the two choices below it. The wizard does not inspect RAM, disk, CPU, browser sessions, or other machine state; the user decides from the stated requirements.
What ships with it
13 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.
- .gitattributes 274 B
- .skillignore 168 B
- LICENSE 1.0 KB
- scripts/config.py 7.2 KB runs code
- scripts/download.py 11 KB runs code
- scripts/frames.py 28 KB runs code
- scripts/gemini.py 11 KB runs code
- scripts/local_whisperx.py 6.9 KB runs code
- scripts/runtime.py 1.3 KB runs code
- scripts/setup.py 15 KB runs code
- scripts/transcribe.py 4.3 KB runs code
- scripts/watch.py 24 KB runs code
- scripts/whisper.py 17 KB runs code
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.
- 2d ago First seen · 169 lines · 76 tokens per session scan B 04bfa3b0d124
watch is a skill published in the GitHub repository sumioshi/whatsapp-automation (2 stars, last pushed 7d ago), licensed Apache-2.0. It adds 76 tokens to every session and 3,917 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-12.
watch compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| watchsumioshi/whatsapp-automation | Skill | 2 | 7d ago | Apache-2.0 | B | 76 | Claude Code |
| quick-capturevscarpenter/gsd-task-manager | Skill | 41 | today | MIT | A | 0 | Claude Code, Codex |
| triage-inboxvscarpenter/gsd-task-manager | Skill | 41 | today | MIT | A | 0 | Claude Code, Codex |
| todoxbeydemirfurkan/todox | Skill | 2 | 4d ago | MIT | A | 63 | Claude Code |
| lastestlas-team/lastest | Skill | 22 | 2d ago | none | A | 33 | Claude Code, Codex |
| lastestlas-team/lastest | Skill | 22 | 2d ago | none | A | 0 | Claude Code, Codex |
| Lastest design systemlas-team/lastest | Skill | 22 | 2d ago | none | A | 39 | Claude Code, Codex |