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---
name: ai-product
description: Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production.
category: AI & Agents
source: antigravity
tags: [ai, llm, rag]
url: https://github.com/sickn33/antigravity-awesome-skills/tree/main/skills/ai-product
---
# AI Product Development
Every product will be AI-powered. The question is whether you'll build it
right or ship a demo that falls apart in production.
This skill covers LLM integration patterns, RAG architecture, prompt
engineering that scales, AI UX that users trust, and cost optimization
that doesn't bankrupt you.
## Detailed Guide
Read [the detailed guide](references/detailed-guide.md) before executing this skill. It retains the complete procedure and reference material. Treat its safety, prerequisites, and validation requirements as mandatory. For focused work, load the relevant sections; for end-to-end work, read the guide completely.
## When to Use
Use this skill when the request clearly matches the capabilities and patterns described above.
## Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
