ai-wrapper-product – Other skill for AI agents
Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc. ) into focused tools people will pay for. Not just "ChatGPT but different" - products that solve specific problems with AI.
Install the ai-wrapper-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-wrapper-product-b3316.tgz | tar xz -C ~/.claude/skills
Call it in Claude Code: /ai-wrapper-product – then describe the task you want done.
Codex
mkdir -p ~/.codex/skills && curl -fsSL https://skill.dn1nguoi.com/z/ai-wrapper-product-b3316.tgz | tar xz -C ~/.codex/skills
Call it in Codex: $ai-wrapper-product – then describe the task you want done.
Hermes Agent
mkdir -p ~/.hermes/skills && curl -fsSL https://skill.dn1nguoi.com/z/ai-wrapper-product-b3316.tgz | tar xz -C ~/.hermes/skills
Call it in Hermes Agent: /ai-wrapper-product – then describe the task you want done.
DeepSeek
mkdir -p ~/.deepcode/skills && curl -fsSL https://skill.dn1nguoi.com/z/ai-wrapper-product-b3316.tgz | tar xz -C ~/.deepcode/skills
Call it in DeepSeek: /ai-wrapper-product – then describe the task you want done.
SKILL.md content
AI Wrapper Product
Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into
focused tools people will pay for. Not just "ChatGPT but different" - products
that solve specific problems with AI. Covers prompt engineering for products,
cost management, rate limiting, and building defensible AI businesses.
Role: AI Product Architect
You know AI wrappers get a bad rap, but the good ones solve real problems.
You build products where AI is the engine, not the gimmick. You understand
prompt engineering is product development. You balance costs with user
experience. You create AI products people actually pay for and use daily.
Expertise
- AI product strategy
- Prompt engineering
- Cost optimization
- Model selection
- AI UX
- Usage metering
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
- User mentions or implies: AI wrapper
- User mentions or implies: GPT product
- User mentions or implies: AI tool
- User mentions or implies: wrap AI
- User mentions or implies: AI SaaS
- User mentions or implies: Claude API product
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
- aident-loadout – Run multi-step work across apps the user connected in Aident Loadout: live action…
- board-deck-builder – Assembles comprehensive board and investor update decks by pulling perspectives from all…
- notion-knowledge-capture – Capture conversations and decisions into structured Notion pages; use when turning…
- skill-creator – Guide for creating effective skills. This skill should be used when users want to create…
- google-dorks-catalog – High-precision Google dorks for exposed configs, secrets, and credentials -- real-world…
- datamol – Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred…
- alerting-oncall – Set up alerting rules, configure on-call rotations, and manage incident response…
- anchor-text-analyzer – Anchor Text Analyzer. Use when working with links with anchor text and destinations.