Medium Risk

generate_skills

generate_skills

How to control generate_skills ↓

What generate_skills does on Loreto

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

Medium Risk

Why generate_skills needs a policy

Generates new skills (creates data structures/artifacts) that are stored and reusable, making it a Write operation. Severity is medium because skill generation could create unintended or malicious code artifacts, though effects are reversible (skills can be deleted). Confidence is 0.75 rather than higher due to empty tool description, which limits direct evidence, but server context strongly indicates skill creation.

From the tool's definition Tool name 'generate_skills' and server purpose indicate creation of reusable Claude Code skills from various media.

Documented attack patterns abuse exactly the kind of access generate_skills gives an agent:

How to control generate_skills

PolicyLayer is an MCP gateway — it sits between your AI agents and Loreto, and nothing reaches the server without passing your rules. This is the rule we recommend for generate_skills:

policy.json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "generate_skills": {
      "limits": [
        {
          "counter": "generate_skills_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

generate_skills 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.

  1. Create a free account and register Loreto — nothing to install.
  2. Add this policy — paste it, or build it visually.
  3. Point your MCP client (Claude, Cursor, anything) at your gateway URL.
LIMIT THIS TOOL →

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Related tools and policies

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Questions about generate_skills

What does the generate_skills tool do? +

generate_skills. It is categorised as a Write tool in the Loreto MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on generate_skills? +

Register the Loreto MCP server in PolicyLayer and add a rule for generate_skills: 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 Loreto. Nothing to install.

What risk level is generate_skills? +

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

Can I rate-limit generate_skills? +

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

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

generate_skills is provided by the Loreto MCP server (kopias/loreto-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Loreto tool call.

Start from Loreto, add the rest of your stack, and see everything your agents can call. Then put policy on all of it.

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13 Loreto tools catalogued and risk-classified — across an index of 43,000+ MCP servers.

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