Agent Skills (repository name claude-skills) is an agent-neutral autonomous product-building operating system, targeting more than 32 AI coding tools. It can generate and deploy a product to Cloudflare Workers with a single line of prompt. The project is positioned as a complete platform for solo SaaS founders, emphasizing an automated process from prompt to deployment.
[Purpose] The project aims to help developers, indie founders, and others quickly build and deploy products. With skill categories, agents, reference documents, and platform variants at its core, it loads the minimal useful subset for each task through a routing mechanism, thereby efficiently completing the entire process from idea to launch. It is suitable for scenarios such as building SaaS, rebuilding an existing website, creating a portfolio, a local business website, a nonprofit organization website, and a content blog.
[Main Capabilities]
- Skill categories: 23 skill categories, covering the complete chain from requirements inference, brand extraction, and architecture decisions to deployment verification.
- Agents: 28 specialized agents, including architects, parallel build agents, deployment verifiers, SEO auditors, visual QA, and more.
- Reference documents: 149 reference documents, distributed across 23 skill categories.
- Platform variants: 37 platform variants, automatically generated and adapted to the formats of different AI coding tools.
- Slash commands: more than 20 commands, such as /saas, /forge-from-openapi, /generate-prp, /run-evals, and more.
- Production-grade tools: OpenAPI-to-skill generation scripts, LLM evaluation tools, MCP server registry, persistent AI clusters, and more.
- Quality gates: every deployment must pass all gates, including API key checks and more.
[Usage] Users trigger the entire skill graph through a single line of prompt; for example, providing only a domain name can start a complete product build. The system loads the appropriate skills and agents through task-based routing. When using it, you must follow the specifications defined by the project (such as the tech stack and version locking in CONVENTIONS.md). The project provides examples of multiple prompt patterns, such as building SaaS from a domain, rebuilding a website, and generating a portfolio. Prompts need to be copied and pasted, and each prompt is routed through the skill graph to a deployed product that has passed the gates.
[Applicable Scenarios]
- Building SaaS from a domain: including checkout, dashboard, webhook handling, and more.
- Rebuilding an existing website: extracting brand, content, media, and more and redeploying.
- Generating a portfolio: generating a single-page portfolio from a single line of prompt.
- Local business website: including maps, reviews, appointments, and more.
- Nonprofit organization donation flow: integrating Stripe, and more.
- Large-scale content blog: SEO optimization, APA citations, and more.
- Others: brainstorming, adding features, debugging pipelines, and more.
[Limitations]
- The project depends on Cloudflare Workers deployment and requires relevant API keys (such as STRIPE_, CLERK_, and more) to pass the gates.
- Website publishing is currently excluded.
- The documentation does not provide specific pricing information, so it is not provided for now.
- The technical requirements are relatively high, and familiarity with the relevant toolchain is required.
- Its license is The Rutgers License, free to use, but voluntary support is encouraged.
