Individual skill

gemma-dev

Trigger this skill when building applications with Gemma or for general knowledge inquiries related to Gemma models (e.g. prompt structure, capabilities). Covers model selection, development workflows, and deployment best practices.

skills/gemma-dev/SKILL.md

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Repository stars (not skill ratings): 1,037
Repository last updated: Oct 28, 2026
License: Apache-2.0

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gemma Repository topic
skills Repository topic
devops Derived category

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SKILL.mdcore · 9,448 bytes
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assets/transformers-js-app.jsruns · 2,277 bytes
assets/vertex-ai-app.pyruns · 1,716 bytes

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# Gemma Development Skill

## 1. Core Principle: Prioritize App Tooling

**DO NOT** generate raw PyTorch, TensorFlow, or `transformers` code unless the
user explicitly asks for "Training," "Fine-tuning," or "Research." Always
default to high-level frameworks, SDKs, and tooling optimized for application
development.

## 2. Model Selection Guide

**CRITICAL:** Do not blindly default to `gemma-3-1b-it`. You must analyze the
user's specific domain, technical constraints, and required input modalities to
recommend the exact right fit. When recommending standard models, strictly