auto_learn_pattern · Claude Session Continuity MCP

WHAT IT DOES

What auto_learn_pattern does on Claude Session Continuity

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

WHY IT NEEDS A POLICY

Why auto_learn_pattern needs a policy

This tool writes/records code patterns and conventions into the session continuity store. It creates or updates stored metadata about the project. No destructive, financial, or execution behavior is indicated. The blast radius is low — misuse could pollute the pattern store with incorrect conventions, but this is easily reversible.

From the tool's definition 자동 기록합니다 (automatically records) — captures code patterns/conventions for the project; 일관성 유지에 활용됩니다 (used for maintaining consistency)

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

auto_learn_pattern Rate-limited

auto_learn_pattern 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": {
    "auto_learn_pattern": {
      "limits": [
        {
          "counter": "auto_learn_pattern_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 Claude Session Continuity, so you can run agents against it safely.

FAQ

Questions about auto_learn_pattern

What does the auto_learn_pattern tool do? +

프로젝트의 코드 패턴/컨벤션을 자동 기록합니다. 일관성 유지에 활용됩니다. It is categorised as a Write tool in the Claude Session Continuity MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on auto_learn_pattern? +

Register the Claude Session Continuity MCP server in PolicyLayer and add a rule for auto_learn_pattern: 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 Claude Session Continuity. Nothing to install.

What risk level is auto_learn_pattern? +

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

Can I rate-limit auto_learn_pattern? +

Yes. Add a rate_limit block to the auto_learn_pattern 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 auto_learn_pattern completely? +

Set action: deny in the PolicyLayer policy for auto_learn_pattern. 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 auto_learn_pattern? +

auto_learn_pattern is provided by the Claude Session Continuity MCP server (leesgit/claude-session-continuity-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.