Description
I built an open-source AI skill that turns LLMs into UiPath development experts.
In this tutorial, I walk you through the full AI skill setup and show it generating complete REFramework projects - Dispatcher and Performer - from a PDD, workflows created, with live app inspection for selectors, proper decomposition, Config.xlsx auto-populated, and Object Repository created automatically.
Then I test it on a desktop app to show selector generation works for both web and desktop automation.
GitHub repo (give it a star!): GitHub - marcelocruzrpa/uipath-ai-skills: AI skills that turns coding agents into UiPath experts. · GitHub
PDD used: https://drive.google.com/file/d/1CjbEVXJ2BSZEUyPCkK4Dw949NzjDJea-/view?usp=sharing
What is UiPath-core?
It’s an AI skill that make LLMs experts in UiPath development. It handles scaffolding REFramework projects, applying Dispatcher/Performer architecture, creating workflows with proper decomposition, generating selectors for both web and desktop apps, and populating Config.xlsx - all following UiPath development best practices.
The skill uses a compiler architecture: the LLM produces a JSON spec, and deterministic Python generators handle all XAML output. This prevents the hallucinated namespaces and XAML that happens with LLMs.
Prerequisites:
- Python + openpyxl module
- Node.js
- Playwright MCP
- Claude Code (or Codex CLI)
- Claude Opus (recommended model + high effort)
More UiPath skills are coming: SAP GUI automation, Action Center, Document Understanding.
Found a bug? Open an issue on GitHub. Want to contribute? PRs are welcome.
Free and open-source, forever.
Link
Date
2026-03-31
Related UiPath products
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