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learning-recommendation-engine

🎯Skill

from pauljbernard/content

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What it does

learning-recommendation-engine skill from pauljbernard/content

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Part of

pauljbernard/content(103 items)

learning-recommendation-engine

Installation

πŸ“‹ No install commands found in docs. Showing default command. Check GitHub for actual instructions.
Quick InstallInstall with npx
npx skills add pauljbernard/content --skill learning-recommendation-engine
Need more details? View full documentation on GitHub β†’
6Installs
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Last UpdatedNov 9, 2025
View on GitHubBack to Skills

Skill Details

SKILL.md

Generate personalized content recommendations based on learner profiles, performance, preferences, and learning analytics. Use for adaptive learning systems, content discovery, and personalized guidance. Activates on "recommend content", "next best", "personalization", or "what should I learn next".

Overview

# Learning Recommendation Engine

Recommend optimal learning resources, activities, and pathways based on learner data and performance patterns.

When to Use

  • Personalized content recommendations
  • Next-best-action suggestions
  • Resource matching
  • Difficulty adaptation
  • Intervention triggers

Recommendation Logic

  • Collaborative filtering (learners like you learned X)
  • Content-based (similar to what you've done)
  • Performance-based (fill your gaps)
  • Goal-oriented (towards your objectives)
  • Engagement-based (what keeps you learning)

CLI Interface

```bash

/learning.recommendation-engine --learner-profile "profile.json" --context "struggling with calculus"

/learning.recommendation-engine --next-best-action --performance "recent-scores.json"

```

Output

  • Ranked recommendations with rationale
  • Personalized learning queue
  • Intervention triggers
  • Resource suggestions

Composition

Input from: /learning.pathway-designer, /curriculum.analyze-outcomes

Output to: Personalized learning experience

Exit Codes

  • 0: Recommendations generated
  • 1: Insufficient learner data
  • 2: Invalid profile format

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