apply_reasoning_framework · Hi-AI MCP: Risk & Policy

WHAT IT DOES

What apply_reasoning_framework does on Hi-AI

AI agents use apply_reasoning_framework to create or update resources in Hi-AI — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Hi-AI environment.

WHY IT NEEDS A POLICY

Why apply_reasoning_framework needs a policy

An AI agent can call apply_reasoning_framework faster than any human can review — one bad instruction and it creates or modifies resources in Hi-AI by the hundred, each call as confident as the last.

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

apply_reasoning_framework Rate-limited

apply_reasoning_framework stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "apply_reasoning_framework": {
      "limits": [
        {
          "counter": "apply_reasoning_framework_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

LIMIT THIS TOOL →

Instant setup, no code required.

PolicyLayer is an MCP gateway: every tool call is checked against your rule before it reaches Hi-AI, so you can run agents against it safely.

FAQ

Questions about apply_reasoning_framework

What does the apply_reasoning_framework tool do? +

추론 프레임워크|체계적 분석|논리적 사고|reasoning framework|systematic analysis|logical thinking - Apply 9-step reasoning framework to analyze complex problems systematically. It is categorised as a Write tool in the Hi-AI MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on apply_reasoning_framework? +

Register the Hi-AI MCP server in PolicyLayer and add a rule for apply_reasoning_framework: 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 Hi-AI. Nothing to install.

What risk level is apply_reasoning_framework? +

apply_reasoning_framework is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit apply_reasoning_framework? +

Yes. Add a rate_limit block to the apply_reasoning_framework 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.

How do I block apply_reasoning_framework completely? +

Set action: deny in the PolicyLayer policy for apply_reasoning_framework. 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.

What MCP server provides apply_reasoning_framework? +

apply_reasoning_framework is provided by the Hi-AI MCP server (su-record/hi-ai). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.