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ai-product

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. Use when: keywords, file_patterns, code_patterns.

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Install

armory install ai-product --cli claude

writes the skill into.claude/skills/ai-product/SKILL.mdListed as compatible

Configuration
# fetches the source and writes it to:
.claude/skills/ai-product/SKILL.md

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

What it is

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. Use when: keywords, file_patterns, code_patterns.

When to use it

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. Use when: keywords, file_patterns, code_patterns.

How to install / invoke

# Copy the skill into your .claude/skills/ directory
curl -sL https://raw.githubusercontent.com/davila7/claude-code-templates/main/cli-tool/components/skills/business-marketing/ai-product/SKILL.md -o .claude/skills/ai-product/SKILL.md

Notes

Extracted from davila7/claude-code-templates, ai-product category.