Uipath AI Skills — AI skill for Claude Code

AI skills that turn natural language into production-quality UiPath Studio projects — powered by deterministic Python generators, real Studio-exported templates, and a validation layer tuned to catch LLM hallucination patterns. No hallucinated XAML. No guessed selectors. Every `.xaml` file opens cleanly in UiPath Studio.

The problem

LLMs are bad at generating UiPath code. The XAML they produce is typically invalid — wrong namespaces, hallucinated activity names, broken selectors, missing ViewState blocks, incompatible NuGet versions. Most of it won't even open in Studio.

**uipath-ai-skills** closes that gap. The agent writes JSON specs; the toolchain emits valid XAML, catches hallucination patterns before they reach your project, and wires the framework for you — so what usually takes days of Studio cleanup becomes minutes of review.

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Complete walkthrough

[](https://youtu.be/0JjiM8sGP08)

End-to-end walkthrough — setup, how to use the skills, and what production output looks like in UiPath Studio.

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What you can build

Automation type	Description	Recommended project
Web form filling	Browser-based data entry with real selectors from Playwright inspection	Sequence or REFramework
Queue dispatching	Read data sources (Excel, DB, API) and populate Orchestrator queues	REFramework Dispatcher
Queue processing	Process queue items with retry logic, exception handling, and status tracking	REFramework Performer
API integrations	HTTP requests with OAuth, retry policies, JSON parsing, credential management	Sequence
Excel processing	Read, filter, transform, and write Excel data with LINQ expressions	Sequence
PDF extraction	Extract text from PDFs using native parsing or OCR	Sequence
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