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Official Verified productivity Safety 4/5

worthclip

AI-powered YouTube video scoring. Scores videos 1-10 based on your learning goals and persona. Use when the user wants to evaluate YouTube videos, check their scored feed, manage tracked channels, or check API usage. Get AI summaries, alignment analysis, and a curated video feed. Keywords: YouTube, video, score, persona, feed, summary, AI, learning, channels. Requires a WorthClip API key from https://worthclip.com/developers.

Why use this skill?

Use AI to score YouTube videos 1-10 based on your learning goals. Get summaries, track channels, and build a curated, high-signal video feed.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/ivanstancich/worthclip-youtube-video-scorer
Or

What This Skill Does

The WorthClip AI-powered YouTube video scorer is an advanced utility for managing information overload. It transforms your YouTube consumption by analyzing videos against your specific learning goals and personal interests. Instead of wasting hours on irrelevant content, the skill provides a 1-10 relevance score, detailed alignment analysis, and AI-generated summaries for every video you process. It operates as an end-to-end management layer, allowing you to track specific channels, filter your feed by verdict (e.g., 'watch' vs 'skip'), and maintain a curated dashboard of high-value educational content.

Installation

  1. Sign up for an account at https://worthclip.com.
  2. Navigate to your Account Settings and locate the API Keys section.
  3. Generate a new API key.
  4. Ensure your environment has the key set via: export WORTHCLIP_API_KEY="wc_your_key_here".
  5. Run the installation command in your terminal: clawhub install openclaw/skills/skills/ivanstancich/worthclip-youtube-video-scorer.

Use Cases

  • Curating Research: Automatically identify which videos in a large playlist or channel are worth your time based on a specific research topic.
  • Learning Management: Maintain a high-signal feed of educational content that strictly aligns with your defined personal growth goals.
  • Efficiency Tracking: Use the /usage endpoint to monitor your API consumption and ensure you are within your monthly limits while processing large media libraries.
  • Channel Auditing: Quickly check if a new channel contains enough high-value content to warrant tracking it permanently.

Example Prompts

  • "Score the video with ID 'dQw4w9WgXcQ' to see if it aligns with my goal of learning backend development."
  • "Show me all videos in my feed that received a score of 8 or higher and are marked as 'watch'."
  • "What is my current usage for the month and how many more videos can I score today?"

Tips & Limitations

  • Async Polling: The scoring process is asynchronous. The score.sh script handles polling for up to 60 seconds. If a video is long, you may need to check the status manually if it exceeds the automatic wait time.
  • Rate Limits: Keep in mind the scoring rate limit of 20 requests/minute. Batching requests is recommended for large playlists.
  • Persona Accuracy: The quality of the score is entirely dependent on the detail provided in your persona and learning goals. Periodically update your persona via the API to keep the scoring relevant as your interests evolve.

Metadata

Stars2032
Views0
Updated2026-03-05
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-ivanstancich-worthclip-youtube-video-scorer": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Tags(AI)

#youtube#ai-learning#video-analysis#productivity#content-curation
Safety Score: 4/5

Flags: external-api, code-execution