FreeVideo
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Works with
+ HyperFrames- Claude Code
- Codex
- Cursor
- and 3 more
Product built around an AI API v1.0.0
Use this resource to design a focused AI product that solves a specific problem
New
- 596 downloads
- 227 likes
- 155 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install ai-wrapper-product-design-2With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent designs a product built on an AI API: architecture, product prompts, model choice, cost tracking and output control. It stresses a specific problem over a plain chat interface. You get a product architecture with cost and quality guardrails.
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- SKILL.md: product architecture, capabilities and patterns
- sub-skills/: model selection, product prompts, prompt templates, cost management and quality control
Good fit for
- You want to turn a language model API into a paid tool
- Your API costs rise faster than your revenue
Not for
Tags
- ai product
- api
- costs
- prompts
About
You say
“Design a tool that writes product descriptions from photos, with a cost cap per generation.”
Skill published by dokhacgiakhoa under the MIT license, delivered in its original version.
Show moreShow less
How to use it
- Install the skill in your agent's skills folder
- Ask your agent to design a focused AI product that solves a specific problem
- Review and adjust the result
Content preview
Files
- LICENSE2.4 KB
- NOTICE-PALATEKIT.md0.5 KB
- SKILL.md2.1 KB
- sub-skills/ai-product-architecture.md0.1 KB
- sub-skills/basic-implementation.md0.8 KB
- sub-skills/cost-management.md0.1 KB
- sub-skills/cost-reduction-strategies.md0.2 KB
- sub-skills/ignoring-costs-until-scale.md0.2 KB
- sub-skills/model-selection.md0.3 KB
- sub-skills/no-output-validation.md0.7 KB
- sub-skills/output-control.md0.5 KB
- sub-skills/prompt-engineering-for-products.md0.2 KB
- sub-skills/prompt-template-pattern.md0.5 KB
- sub-skills/quality-control.md0.3 KB
- sub-skills/the-wrapper-stack.md0.2 KB
- sub-skills/thin-wrapper-syndrome.md0.2 KB
- sub-skills/token-economics.md0.7 KB
- sub-skills/usage-limits.md0.4 KB
Origin and licence
Listed unmodified
- Author
- dokhacgiakhoa
- Source
- github.com/dokhacgiakhoa/agent-skills-4-vibe-coding-cli/tree/c4a059bbf7a8d6b2162071f0fbfe74053faa6d20/.agent/skills/ai-wrapper-product
- Licence
- MIT
Notice
« ai-wrapper-product » (dokhacgiakhoa, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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