worthclip-youtube-video-scorer_skill

Overview

This skill scores YouTube videos 1-10 using AI aligned to your learning persona and goals. It provides concise AI summaries, alignment analysis, and a personalized, scored feed of videos. Use it to prioritize what to watch, track channels, and monitor API usage with an authorized WorthClip API key.

How this skill works

You submit a YouTube ID or track channels and the service asynchronously scores videos against your persona and goals, returning a numeric score, verdict, and AI summary. The skill polls scoring jobs until completion, fetches detailed video data, and exposes a paginated feed filtered by score, verdict, or cursor. It also exposes endpoints to manage persona, goals, tracked channels, and to check billing usage and rate limits.

When to use it

• Evaluating whether a YouTube video matches your learning goals before watching.
• Curating a study or learning feed sorted by relevance and score.
• Tracking and scoring content from specific YouTube channels you follow.
• Automating bulk scoring of videos for research or content curation.
• Monitoring API usage and rate limits during integration or development.

Best practices

• Set up a clear persona and specific learning goals to get meaningful alignment scores.
• Respect rate limits: keep requests under 60/minute and scoring calls under 20/minute.
• Cache completed scores to avoid re-scoring the same video and reduce costs.
• Use polling timeouts and Retry-After headers to handle 429 responses gracefully.
• Filter the feed by min-score and verdict to quickly surface high-value content.

Example use cases

• Score a prospective tutorial to decide if it fits your skill level and goals.
• Build a daily learning feed that surfaces only 'watch' verdicts above a threshold.
• Add tracked channels and receive scored summaries for new uploads automatically.
• Run a bulk scoring job to analyze a playlist or course for alignment to curriculum.
• Integrate usage tracking to alert when approaching billing or rate limits.