WE
weekend-learning
Weekend auto-learning from YouTube transcripts, Phil Town content, trade analysis
Install
mkdir -p .claude/skills/weekend-learning && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/14703" && unzip -o skill.zip -d .claude/skills/weekend-learning && rm skill.zipInstalls to .claude/skills/weekend-learning
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Weekend auto-learning from YouTube transcripts, Phil Town content, trade analysis81 charsno explicit “when” trigger
About this skill
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
-
Content Ingestion (cost-free)
- Phil Town YouTube transcripts
- Options education (Option Alpha, InTheMoney)
- Blog/podcast content
-
RAG Vectorization (local LanceDB - free)
- Semantic chunking
- BAAI/bge-small-en-v1.5 embeddings
- No cloud RAG costs
-
Trade Analysis
- Review last 30 days of trades
- Calculate win rate by strategy
- Identify patterns
-
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