Method userPrompt

runtime/ai/developer_agent.go:123–164

(ctx context.Context, args *DeveloperAgentArgs)

}

func (t *DeveloperAgent) userPrompt(ctx context.Context, args *DeveloperAgentArgs) (string, error) {
	// Get default OLAP info
	olapInfo, err := defaultOLAPInfo(ctx, t.Runtime, GetSession(ctx).InstanceID())
	if err != nil {
		return "", err
	}

	// Prepare template data.
	session := GetSession(ctx)
	data := map[string]any{
		"prompt":            args.Prompt,
		"init_project":      args.InitProject,
		"current_file_path": args.CurrentFilePath,
		"ai_instructions":   session.ProjectInstructions(),
		"default_olap_info": olapInfo,
	}

	// Generate the system prompt
	return executeTemplate(`
{{ if .current_file_path }}
The user is currently viewing/editing the file: {{ .current_file_path }}
Their request may or may not relate to this file.
{{ end }}

{{ if .init_project }}
The project is currently empty apart from a few boilerplate files (like rill.yaml).
You should help them set up their initial project based on their task description.
Ideally you should set up a full initial data source to dashboard journey.
If the user did not explicitly mention an initial data source, generate a model with mock data.
Feel free to change the default OLAP connector if it makes sense for the task.
{{ end }}

{{ if .ai_instructions }}
The user has configured global additional instructions for you. They may not relate to the current request, and may not even relate to your work as a data engineer agent. Only use them if you find them relevant. They are: {{ .ai_instructions }}
{{ end }}

For context, here are some details about the project's default OLAP connector: {{ .default_olap_info }}.
Note that you can only use it in model resources if it is not readonly.

Task: {{ .prompt }}
`, data)
}

// checkDeveloperAccess checks whether developer tools should be available in the current session.
// If internal is true, it indicates that the tool should not be exposed to external clients (like MCP).