- Trading skills (OKX, dividend, lottery, quantitative) - Creative skills (ASCII art, diagrams, video) - Development skills (GitHub, debugging, TDD) - Research skills (arXiv, blog monitoring) - Productivity skills (email, documents, notes) - MCP integration skills - Custom user skills
663 B
663 B
Learning Model
Inputs that count
- explicit corrections
- explicit durable preferences
- self-reflection after meaningful work
- repeated successful workflows
Inputs that do not count
- silence
- one-off instructions
- guesses about intent
- ambiguous praise with no reusable lesson
Reflection format
CONTEXT: [task type]
REFLECTION: [what happened]
LESSON: [what to do differently]
Promotion rules
- repeated 3x in 7 days → promote to HOT memory
- unused 30 days → demote to warm storage
- unused 90 days → archive
Conflict resolution
- project > domain > global
- newer > older at same scope
- if still ambiguous, ask