evaluate_physics_surrogate_tool
Evaluates fast-reactor Digital Twin neural surrogate model to instantly predict peak cladding temperature (T_clad_peak) and pressure drop (ΔP) with ground-truth residual analysis.
This record as markdown: /tools/oklo-aurora-mcp/evaluate-physics-surrogate-tool.md
What evaluate_physics_surrogate_tool does on Oklo Aurora
AI agents call evaluate_physics_surrogate_tool to permanently remove resources in Oklo Aurora, typically in cleanup and lifecycle workflows. It does its job in a single call, and there is no undo.
Why evaluate_physics_surrogate_tool is rated Critical
An AI agent that decides to call evaluate_physics_surrogate_tool doesn't hesitate, doesn't double-check, and doesn't stop at one. Whatever it removes from Oklo Aurora is gone. There is no undo for destructive operations.
Attacks that exploit this kind of access
The rule that runs evaluate_physics_surrogate_tool safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Oklo Aurora, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For evaluate_physics_surrogate_tool, this is the rule to start with:
evaluate_physics_surrogate_tool is removed from the agent's tool list entirely, so the agent never calls it. The rest of the server keeps working.
The button opens the PolicyLayer dashboard: create your workspace, connect Oklo Aurora, apply this rule, and every evaluate_physics_surrogate_tool call is checked against it from then on.
Questions about evaluate_physics_surrogate_tool
Evaluates fast-reactor Digital Twin neural surrogate model to instantly predict peak cladding temperature (T_clad_peak) and pressure drop (ΔP) with ground-truth residual analysis. It is categorised as a Destructive tool in the Oklo Aurora MCP Server, which means it can permanently delete or destroy data. Block by default and require explicit approval.
Register the Oklo Aurora MCP server in PolicyLayer and add a rule for evaluate_physics_surrogate_tool: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Oklo Aurora. Nothing to install.
evaluate_physics_surrogate_tool is a Destructive tool with critical risk. Critical-risk tools should be blocked by default and only enabled with explicit human approval.
Yes. Add a rate_limit block to the evaluate_physics_surrogate_tool rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for evaluate_physics_surrogate_tool. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
evaluate_physics_surrogate_tool is provided by the Oklo Aurora MCP server (petjal/oklo-aurora-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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