Feat/math validation agent (#6012)

Co-authored-by: James Brunton <[email protected]>
Co-authored-by: EthanHealy01 <[email protected]>

engine/src/stirling/models/agent_tool_models.py

@@ -0,0 +1,30 @@
+"""Agent tool IDs, parameter models, and registry.
+
+tool_models.py is auto-generated from the frontend. This file is its
+manually-maintained counterpart for tools backed by AI agent pipelines.
+"""
+
+from __future__ import annotations
+
+from enum import StrEnum
+
+from stirling.models.base import ApiModel
+from stirling.models.tool_models import OperationId, ParamToolModel
+
+
+class AgentToolId(StrEnum):
+    MATH_AUDITOR_AGENT = "mathAuditorAgent"
+
+
+class MathAuditorAgentParams(ApiModel):
+    tolerance: str = "0.01"
+
+
+type AgentParamModel = MathAuditorAgentParams
+
+type AnyToolId = OperationId | AgentToolId
+type AnyParamModel = ParamToolModel | AgentParamModel
+
+AGENT_OPERATIONS: dict[AgentToolId, type[AgentParamModel]] = {
+    AgentToolId.MATH_AUDITOR_AGENT: MathAuditorAgentParams,
+}