← Back to Skills Marketplace
Video Classifier
by
wulooongcha
· GitHub ↗
· v1.0.0
· MIT-0
66
Downloads
0
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install video-classifier
Description
Classify unstructured long videos by selecting them in the backend and applying tags. Use when: user wants to classify videos, tag videos with specific label...
Usage Guidance
This skill automates clicks and screenshots inside an authenticated staff backend. Before installing, verify: (1) Why python3 is listed as required — ask the author for justification or remove it. (2) Whether you trust the skill and its maintainer to access your browser profile and authenticated session on https://staff.bluemv.net; the agent will be able to read pages and take screenshots. (3) Use a non-production/test account first to confirm behavior and prevent accidental mass edits. (4) Prefer requiring explicit user confirmation for each batch (do not allow fully autonomous runs that 'select all' and bulk-apply tags). (5) Ask for source/homepage or a vendor contact; absence of provenance increases risk. If you cannot validate these points, do not grant the skill browser automation privileges or avoid installing it.
Capability Analysis
Type: OpenClaw Skill
Name: video-classifier
Version: 1.0.0
The video-classifier skill is a specialized automation tool designed to categorize videos on a specific management backend (https://staff.bluemv.net/d.php). The instructions in SKILL.md guide the AI agent through standard browser automation tasks such as navigating to the site, applying filters, and batch-tagging content. There is no evidence of data exfiltration, credential theft, or malicious execution; the skill explicitly assumes the user is already logged into the target system.
Capability Assessment
Purpose & Capability
The skill name/description (video tagging) aligns with the runtime instructions to open the video management backend and apply tags. However, the metadata declares python3 as a required binary while the SKILL.md contains no Python usage or scripts; that discrepancy is unexplained and unnecessary for the described browser-driven workflow.
Instruction Scope
SKILL.md requires the agent to use the browser tool (chrome CDP) to log into a specific staff portal (https://staff.bluemv.net/d.php), set filters, select all matching videos, and perform bulk tagging and screenshots. This grants the skill access to the user's authenticated session, page content (potentially sensitive), and the ability to perform mass changes — actions that extend beyond simple read-only classification and could be destructive or leak data.
Install Mechanism
This is an instruction-only skill with no install spec or code to write to disk, which minimizes installation risk.
Credentials
No environment variables or credentials are declared, which is good, but the instruction to use the browser tool implies access to whatever session/cookies the browser profile has. The skill also requests taking screenshots and performing bulk operations; those actions can expose or change sensitive data. The declared python3 requirement is disproportionate and unexplained.
Persistence & Privilege
The skill is not always-enabled and is user-invocable (normal). However, the SKILL.md explicitly instructs the agent not to ask the user to perform manual steps, encouraging autonomous browser control — combine that with the ability to act on an authenticated staff portal and it increases the blast radius if misused. There is no evidence the skill modifies other skills or system config.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install video-classifier - After installation, invoke the skill by name or use
/video-classifier - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
video-classifier 1.0.0
- Initial release of the video classification workflow.
- Automates tagging and structuring of unstructured long videos in the backend.
- Supports selecting/tagging videos based on user-provided labels and quantity.
- Provides step-by-step browser automation instructions for streamlined operation.
- Includes usage examples and recommended batch sizes for reliability.
- Highlights important tags and critical notes for successful video classification.
Metadata
Frequently Asked Questions
What is Video Classifier?
Classify unstructured long videos by selecting them in the backend and applying tags. Use when: user wants to classify videos, tag videos with specific label... It is an AI Agent Skill for Claude Code / OpenClaw, with 66 downloads so far.
How do I install Video Classifier?
Run "/install video-classifier" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Video Classifier free?
Yes, Video Classifier is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Video Classifier support?
Video Classifier is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Video Classifier?
It is built and maintained by wulooongcha (@wulooongcha); the current version is v1.0.0.
More Skills