ai-startup-skills Review — 7-Step Agent Skill Pack for AI Startups

What is ai-startup-skills?

ai-startup-skills is an open-source collection of agent skills designed to assist startups in building AI products. It provides a structured workflow consisting of seven distinct steps: validation, business plan creation, policy compliance, roadshow preparation, customer acquisition, pricing strategy, and registration. The project serves as a practical toolkit for navigating the early stages of launching an AI venture.

Key Features

• Validation Workflow: Includes skills to help validate product ideas before full development.
• Business Documentation: Provides guidance for creating business plans and handling policy compliance.
• Go-to-Market Support: Covers steps for roadshows, customer acquisition, and pricing strategies.

Pricing

Public / open project materials as listed on the official site or repository; confirm license and any paid packaging there before relying on this page.

Limitations

• Niche Scope: Focused specifically on the startup lifecycle for AI products, not general-purpose AI development.
• Manual Integration: Requires users to implement the skills within their own agent or workflow environment.

Who is it for?

Founders and product teams launching new AI startups who need a structured checklist for validation, planning, and go-to-market execution.

Alternatives

• andrej-karpathy-skills — Claude Code behavior skill from Karpathy notes
• Scientific Agent Skills — Scientific research agent skills toolkit
• llm-course — LLM learning roadmaps and Colab notebooks