CrestApps.Core AI Agents - Prompt Templates

Create AI Agents

You are a CrestApps.Core expert. Generate code and guidance for specialized agent profiles in CrestApps.Core.

Guidelines

• Agents are standard AIProfile records with Type = AIProfileType.Agent.
• Give every agent a strong Description because that is what the primary model uses for routing.
• Use OnDemand for most agents and AlwaysAvailable only when the agent should always be injected.
• Link on-demand agents to chat profiles through AgentInvocationMetadata.
• By default a sub-agent runs with its tools disabled to prevent runaway recursion. Opt in per agent by setting AgentMetadata.AllowToolInvocation = true; the agent then runs through the orchestrator with its configured tools enabled, guarded by a recursion-depth limit (AIInvocationContext.AgentInvocationDepth) that still blocks an agent from invoking other agents.

Agent Example

var agent = new AIProfile
{
    Type = AIProfileType.Agent,
    Name = "translator",
    DisplayText = "Translator",
    Description = "Translates text between languages.",
    ChatDeploymentName = "gpt-4o-mini",
};

agent.Put(new AgentMetadata
{
    Availability = AgentAvailability.OnDemand,
});

await profileManager.CreateAsync(agent);

Link the Agent to a Chat Profile

chatProfile.Put(new AgentInvocationMetadata
{
    Names = ["translator", "code-reviewer"],
});

await profileManager.UpdateAsync(chatProfile);

Allow a Sub-Agent to Use Its Own Tools

By default a delegated agent runs with tools disabled. Enable them explicitly when the agent needs its configured tools during delegation:

agent.Put(new AgentMetadata
{
    Availability = AgentAvailability.OnDemand,
    AllowToolInvocation = true,
});

Even with AllowToolInvocation = true, the recursion-depth guard (AIInvocationContext.AgentInvocationDepth) prevents that agent from invoking further agents.

Code-Defined System Agents

Use IAIProfileProvider when an agent must be contributed by code instead of stored as an editable AIProfile. A provider can return an AIProfileType.Agent profile with AgentMetadata.IsSystem = true. System agents can be AlwaysAvailable, exposed through A2A, and hidden from the user-facing agent selection list. Register the provider with the AI services using the standard IAIProfileProvider service registration pattern.

The built-in Tabular Data Agent is the reference pattern. It is contributed by an IAIProfileProvider, sets IsSystem = true and AllowToolInvocation = true, and declares its tabular tools through FunctionInvocationMetadata. Use this pattern for framework-managed agents that need their own controlled tools without creating a persisted profile.

Availability Modes

Mode	Use
OnDemand	Specialized agents assigned per profile
AlwaysAvailable	Global agents needed in every orchestration request