Documentation

RPASkills.ai provides enterprise-grade automation skills with deterministic-first design.

Every skill follows a strict contract: manifest.json, input_schema.json, output_schema.json, and handler.py.

• manifest.json - Metadata: name, version, tags, category, mode
• input_schema.json - JSON Schema for input validation
• output_schema.json - JSON Schema for output structure
• handler.py - async handle(input) -> output function
• mcp_adapter.py - MCP tool definition for packaging

RPASkills.ai is designed for deep integration with the UiPath ecosystem.

• Orchestrator API - Skills can read queues, jobs, assets, and processes
• Agent Builder - Package skills for UiPath Agent Builder consumption
• Maestro - Human-in-the-loop escalation via Maestro actions
• REFramework - Aligned failure classification and retry logic

Skills can be packaged as Model Context Protocol (MCP) servers for use with UiPath and other AI agents.

Want to create and publish your own skills? Follow these steps:

1. Use the Skill Scaffold Generator to bootstrap your project
2. Implement the handler.py with your automation logic
3. Define input_schema.json and output_schema.json
4. Write tests and ensure deterministic behavior
5. Submit a pull request or publish through the API

The Workflow Generator converts structured JSON definitions into valid UiPath XAML using 94 deterministic Python generators across 10 activity categories.

• UI Automation - Click, Type Into, Get Text, Check State, and more (11 generators)
• Control Flow - If, While, For Each, Switch, Flowchart, State Machine (12 generators)
• Data Operations - DataTable build, filter, sort, join, and LINQ operations (15 generators)
• Integrations - Excel, Email, PDF, Database connectors (12 generators)
• File System - Read, write, copy, move, and path operations (9 generators)
• Error Handling - Try/Catch, Retry Scope, Throw, Rethrow (4 generators)

The XAML Validator runs 71 deterministic lint rules against UiPath XAML files, specifically targeting patterns produced by LLM hallucinations.

• Phantom Namespaces - Detects XML namespaces that do not correspond to real UiPath packages
• Impossible Nesting - Catches activities placed inside containers that cannot host them
• Fabricated Properties - Identifies property names that do not exist on the target activity
• Naming Conventions - Enforces UiPath community naming standards for variables, arguments, and workflows
• Variable Scoping - Validates that variables are declared in the correct scope and are not shadowed

The Project Scaffolder creates production-ready UiPath project structures from three templates.

• Sequence - Simple linear workflow with Main.xaml and project.json
• REFramework Dispatcher - Queue population process with Init, GetTransactionData, Process, and End states
• REFramework Performer - Transaction processing with retry logic, exception handling, and Config.xlsx

RPASkills.ai enforces enterprise security patterns across your UiPath automation estate.

• Credential Guardian - Scans for hardcoded passwords and insecure credential handling
• SecureString Enforcement - Ensures sensitive data uses SecureString types, not plain strings
• GetRobotCredential Patterns - Validates that credentials are retrieved via Orchestrator APIs
• Compliance Reporting - Generates audit-ready reports with severity rankings and remediation steps