---

name: weekend-learning description: Weekend auto-learning from YouTube transcripts, Phil Town content, trade analysis version: 1.1.0 context: fork triggers:

• weekend-learn

---

Weekend Learning Skill

Trigger continuous learning during market-closed hours.

Trigger

• /weekend-learn - Manually trigger weekend learning
• Automatic: Sunday 8 AM ET via GitHub Actions

What It Does

1. Content Ingestion (cost-free)

   • Phil Town YouTube transcripts
   • Options education (Option Alpha, InTheMoney)
   • Blog/podcast content

2. RAG Vectorization (local LanceDB - free)

   • Semantic chunking
   • BAAI/bge-small-en-v1.5 embeddings
   • No cloud RAG costs

3. Trade Analysis

   • Review last 30 days of trades
   • Calculate win rate by strategy
   • Identify patterns

4. Insight Generation

   • Recommendations for next week
   • Phil Town Rule #1 reminders

Cost Controls

• Budget: $50/month GCP max
• Strategy: Local LanceDB instead of cloud RAG
• Frequency: Once per weekend (Sunday only)
• No API calls: Uses free YouTube API quota

Usage

# Manual trigger
gh workflow run weekend-learning.yml

# Check status
gh run list --workflow=weekend-learning.yml

# View results
cat data/weekend_insights.json

Integration

• Updates rag_knowledge/ with new content
• Reindexes local LanceDB
• Auto-creates PR with learned content
• Auto-merges if only safe files changed