Open source alternatives to prototype
24 open source AI Skills apps to use instead, best rated first.
Top picks
- G

github-ops
Launchgithub-ops is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It manages a GitHub repository with a focus on community health, CI reliability and the experience of contributors. It covers triaging issues by classify
Open source
- O

opensource-pipeline
Launchopensource-pipeline is an agent skill from the ECC collection by affaan-m, listed on skills.sh. It prepares a private project for safe public release through a three-stage pipeline. The fork stage strips secrets from a copy. The sanitise st
Open source
- A

andrej-karpathy-skills
Launchandrej-karpathy-skills is a single CLAUDE.md file from the multica-ai project that is meant to improve how Claude Code behaves on coding tasks. It is derived from Andrej Karpathy's public observations about LLM coding pitfalls. The file dis
Open source
- M

microsoft/markitdown
Launchmarkitdown-mcp is the MCP server package for MarkItDown, Microsoft's tool for converting many file formats to Markdown for language models. It is a lightweight server that runs over stdio, Streamable HTTP or SSE, and exposes one tool, conve
Open source
- O

od-contribute
Launchod-contribute is an agent skill in the OpenDesign project that provides a guided, one-click contribution flow to the OpenDesign repository, written so that people without a coding background can send a real pull request. It is locked to the
Open source
- G

github-deep-research
Launchgithub-deep-research is an agent skill from the DeerFlow project that researches a single GitHub repository in several rounds and writes a report in Markdown. It is for requests that need more than a README summary, such as a comprehensive
Open source
More AI Skills apps

modelcontextprotocol/server-memory
Knowledge graph-based persistent memory for maintaining context

netdata/netdata#Netdata
Discovery, exploration, reporting and root cause analysis over Netdata metrics

Learn Claude Code
by shareAI-lab - A really interesting analysis of how coding agents like Claude
About prototype

prototype
Build multiple genuinely different versions of a UI piece you describe
prototype is an agent skill that builds several genuinely different versions of a piece of UI you describe, and puts them behind a visual picker so you can flip through them live and promote the one you prefer. Its value is divergence: three tints of the same idea would teach you nothing, so each variant must be a direction that could be defended on its own, exploring a different answer to the same brief. Divergence does not lower the standard. Every variant must meet the craft bar, including ease-out on entrances, UI motion under 300 milliseconds, correct transform origin, transform and opacity only for motion, and handling for reduced motion. The skill does not review existing UI, plan fixes for it, or choose dependencies, which are the jobs of other skills. Use it when you are exploring how a toast, pricing card or delete button might work and want to compare real options side by side. It is part of the emilkowalski/skills repository on GitHub, which has about 46,200 stars. The listing shows it as free, and it has about 149,200 installs. Its security audits show passes from Gen Agent Trust Hub, Socket and Snyk.
- Price
- Free
- Made by
- emilkowalski
- Category
- AI Skills
- Website
- github.com/emilkowalski/skills/prototype











