# Decision Trees

> Implement decision tree systems for hierarchical decision making

- Skill: `lgrappag/decision-trees` (Agent Skill)
- Install (CLI): `npx skillmds@latest add lgrappag/decision-trees`
- Raw SKILL.md: https://api.skillmd.com/api/skills/lgrappag/decision-trees/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: LgrappaG (https://skillmd.com/u/lgrappag)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/lgrappag/decision-trees

---

# Decision Trees

Implement decision tree systems for hierarchical decision making

## Risk Level
**MEDIUM**

## Core Rules
- Balance tree structure
- validate logic paths
- test extensively

## Response Pattern

### When Using This Skill
1. Design tree structure
2. implement nodes
3. validate logic
4. Ensure performance meets requirements

## Usage Contexts
- NPC behavior trees
- game logic

## What NOT to Do
- Unbalanced trees
- poor performance
- logic errors

## 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.

