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Hermes-Skills/openclaw-imports/self-improving-proactive-agent/learning.md
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Hermes Skills Manager 6770bc9b9d Initial commit: Hermes Agent skills collection
- 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
2026-07-05 02:31:15 -04:00

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Markdown

# 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
```text
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
1. project > domain > global
2. newer > older at same scope
3. if still ambiguous, ask