AgentSkillsCN

Weekend Learning

周末学习

SKILL.md

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 Vertex AI 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 Vertex AI
  • •Frequency: Once per weekend (Sunday only)
  • •No API calls: Uses free YouTube API quota

Usage

bash
# 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

North Star Connection

Continuous learning helps us:

  • •Improve trading discipline
  • •Learn from Phil Town's wisdom
  • •Refine our iron condor strategy
  • •Reach $6K/month by November 2029