# model-selection

> Model selection standards for APAF projects. Use when selecting models for tasks, managing context windows, or optimizing performance to ensure efficient and effective AI-assisted development.

- Author: aidantay
- Repository: aidantay/apaf-agentic-config
- Version: 20260206205950
- Stars: 0
- Forks: 0
- Last Updated: 2026-02-07
- Source: https://github.com/aidantay/apaf-agentic-config
- Web: https://mule.run/skillshub/@@aidantay/apaf-agentic-config~model-selection:20260206205950

---

---
name: model-selection
description: Model selection standards for APAF projects. Use when selecting models for tasks, managing context windows, or optimizing performance to ensure efficient and effective AI-assisted development.
---

# Model Selection Strategy

**Gemini 3 Flash / Gemini 2.5 Flash** (Best coding model):

- Main development work
- Orchestrating multi-agent workflows
- Complex coding tasks

**Gemini 3 Pro / Gemini 2.5 Pro** (Deepest reasoning):

- Complex architectural decisions
- Maximum reasoning requirements
- Research and analysis tasks

## Context Window Management

Avoid last 20% of context window for:

- Large-scale refactoring
- Feature implementation spanning multiple files
- Debugging complex interactions

Lower context sensitivity tasks:

- Single-file edits
- Independent utility creation
- Documentation updates
- Simple bug fixes