QF-Test
Manual

AI26.4.2 The AI Instruction Node

The AI Instruction node instructs an AI agent to perform a sequence of actions in the SUT. The instruction is formulated in natural language; the AI model interprets it independently and interacts with the application's user interface using the available QF-Test tools (see "MCP Server"), until the required tasks are complete.

AI Instructions are suited for situations where a rigid sequence of individual steps would be too inflexible - for example with varying interfaces, dynamic content, or flows that differ depending on application state. A single instruction can combine multiple sub-tasks, for example:

Example of an AI Instructions node
Figure 26.7:  Example of an AI Instruction Step

The instruction text is combined with a system prompt that equips the AI agent with knowledge about the SUT client and the available QF-Test tools. The LLM calls the tools autonomously until the tasks are complete. The executed actions can be traced afterwards in the run log.

Note The system prompt for this step is stored as a procedure ai_instructions in the file qfs-ai.qft. It can be inspected there via »File« - »Bookmarks« and overridden by a procedure with the same name in your own file (see "Customizing Prompts").

Instructions
The natural-language description of the tasks the AI agent should perform in the SUT. An instruction can include multiple sub-tasks. The more precisely it is worded, the more reliable the result. (see "Instructions")
AI configuration
The name of the AI configuration to use for execution. The chosen model must support tool calls (tool use), since the agent needs QF-Test tools to interact with the SUT. Without a value, the default configuration (normally the first available configuration) is used. (see "AI configuration")
Variable for response
Optional name of a variable into which the AI agent's final response is stored after the step completes. If the field is left empty, the response is discarded. (see "Variable for response")

All further fields and configuration options for the step are described in the reference documentation under AI Instruction.