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...

Security Scan

The skill's instructions match the stated purpose (automating tagging in a backend UI) but several mismatches and sensitive behaviors — an unexplained python3 requirement, forced autonomous browser automation into an internal staff site, and instructions to take screenshots and bulk-modify many records — make its footprint questionable.

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.

What to consider before installing

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.

Video Classifier Skill

IMPORTANT: Use the browser tool to automate this workflow. Do NOT ask the user to do manual steps.

Backend Info

• URL: https://staff.bluemv.net/d.php
• Profile: chrome (with CDP debugging)

CRITICAL: Browser Automation Steps

You MUST use the browser tool (browser.profile.chrome) to complete this task:

1. Navigate to backend: Use browser.navigate to open https://staff.bluemv.net/d.php

2. Click menu: Use browser.click to:

   • Click [视频管理] menu
   • Select [小视频]

3. Set filters: Use browser actions to:

   • Check 展示 → 显示
   • Select 类型 → 长视频
   • Select 结构 → 无结构视频
   • Set 刷新时间: 2023-01-10 to today
   • Fill 标签: [user-provided tag]

4. Select all videos: Use browser.check to check all matching videos

5. Submit: Use browser.click to:

   • Click [加入结构]
   • Select the tag
   • Click 确认 (Confirm)

Usage Examples

User: "帮我分类视频，标签是狼"
→ Execute with tag="狼"

User: "帮我分类20个视频，标签是狮子"  
→ Execute with tag="狮子", count=20

User: "今天分类200个老虎视频"
→ Execute with tag="老虎", count=200

Common Tags

狼、熊、狮子、老虎、大象、猴子、鸟类、水族、家禽、爬行动物

Notes

• User must be logged in to https://staff.bluemv.net/d.php before starting
• Process in batches of 50-100 for better reliability
• Daily target: 200 video classifications
• Take screenshots at key steps for verification