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. Use when: AI wrapper, GPT product, AI tool, wrap AI, AI SaaS.
6.9
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0
Installs
AI & LLM
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Solid practical skill for building AI wrapper products with concrete code examples, cost management strategies, and prompt engineering patterns. Description clearly conveys purpose and use cases. Structure is clean with logical sections covering architecture, prompts, and costs. Task knowledge is good with actionable JavaScript/Python examples and decision tables. However, novelty is limited - most covered topics (API wrapping, prompt templates, cost tracking) are straightforward for experienced developers and don't require many tokens from a capable CLI agent. The 'Sharp Edges' section references solutions (e.g., '## Controlling AI Costs', '## Handling Rate Limits') that aren't fully detailed, though per instructions we assume these exist. Main value is consolidating best practices rather than solving complex problems a CLI agent would struggle with.
davila7
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