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name: Growth & Learning tier: 4 load_policy: conditional description: Analytics, feedback processing, and continuous improvement version: 1.0.0

Growth & Learning Skill (Tier 4)

The Feedback Loop That Makes Us Better

This tier contains skills for analyzing performance and improving future sessions.

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Purpose

Process feedback, analyze metrics, and continuously improve the Dreamweaving system.

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Load Conditions

This tier loads conditionally when:

• Processing YouTube analytics data
• Analyzing viewer comments
• Reviewing code quality
• Applying lessons to new sessions

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Sub-Skills

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Feedback Loop

CopySession Published
       ↓
Analytics Collected (30-90 days)
       ↓
Lessons Extracted
       ↓
Knowledge Base Updated
       ↓
Applied to Next Session
       ↓
[Repeat]

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Key Metrics Tracked

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Benchmarks

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Knowledge Base Files

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Commands

Copy# Process analytics for a session
/learn-analytics session-name

# Analyze comments
/learn-comments session-name

# Review code quality
/review-code

# Show accumulated lessons
/show-lessons

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Integration with Production

When creating new sessions:

1. Check lessons_learned.yaml first
2. Apply successful patterns
3. Avoid known pitfalls
4. Test new approaches systematically

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Related Resources

• Serena Memory: session_learnings_system
• Doc: docs/CANONICAL_WORKFLOW.md (learning section)