ai-product – Design & UI skill for AI agents
Design and evaluate LLM product features, retrieval, validated outputs, latency, and cost controls.
Install the ai-product skill with one command
Pick the tool you use, copy the command and paste it in your terminal. The skill lands in that tool's skills folder and is ready in your next session.
Claude Code
mkdir -p ~/.claude/skills && curl -fsSL https://skill.dn1nguoi.com/z/ai-product-5ee0e.tgz | tar xz -C ~/.claude/skills
Call it in Claude Code: /ai-product – then describe the task you want done.
Codex
mkdir -p ~/.codex/skills && curl -fsSL https://skill.dn1nguoi.com/z/ai-product-5ee0e.tgz | tar xz -C ~/.codex/skills
Call it in Codex: $ai-product – then describe the task you want done.
Hermes Agent
mkdir -p ~/.hermes/skills && curl -fsSL https://skill.dn1nguoi.com/z/ai-product-5ee0e.tgz | tar xz -C ~/.hermes/skills
Call it in Hermes Agent: /ai-product – then describe the task you want done.
DeepSeek
mkdir -p ~/.deepcode/skills && curl -fsSL https://skill.dn1nguoi.com/z/ai-product-5ee0e.tgz | tar xz -C ~/.deepcode/skills
Call it in DeepSeek: /ai-product – then describe the task you want done.
SKILL.md content
AI Product Development
Choose AI only when it improves the target user task against an evaluated baseline.
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.
Related skills
- ai-studio-image – Geracao de imagens humanizadas via Google AI Studio (Gemini). Fotos realistas estilo…
- canvas – Fetch Canvas LMS courses and assignments via API token.
- brand-guidelines – When the user wants to apply, document, or enforce brand guidelines for any product or…
- slack-gif-creator – Toolkit for creating animated GIFs optimized for Slack, with validators for size…
- android-jetpack-compose-expert – Expert guidance for building modern Android UIs with Jetpack Compose, covering state…
- android-ui-journey-testing – XML-specified Android UI journey testing, interactive step execution, assertion…
- android_ui_verification – Automated end-to-end UI testing and verification on an Android Emulator using ADB.
- theme-factory – Toolkit for styling artifacts with a theme. These artifacts can be slides, docs…