ai-learning-adaptation

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• SKILL.md

SKILL.md (first lines)

# Ai Learning Adaptation

Implement AI learning and adaptation to player strategies

## Risk Level
**HIGH**

## Core Rules
- Tune learning rate
- validate fairness
- Test thoroughly before deploying

## Response Pattern

### When Using This Skill
1. Implement learning system
2. Validate the implementation
3. Test edge cases and error conditions
4. Ensure performance meets requirements

## Usage Contexts
- Adaptive difficulty
- learning AI

## What NOT to Do
- Overfitting to player
- unfair adaptation
- Deploy without testing

## Key Requirements
- Understand the use cases before application
- Follow the documented response pattern
- Validate results in the target environment
- Monitor for performance impact

## Further Learning
Review related skills and documentation for deeper understanding of related systems and best practices.

From LgrappaG/Workflows-Agents, MIT.

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