Medium Risk

create_trip_skeleton

Create a complete trip skeleton with stops, activities grouped by day, transport legs, and budget estimates. Accepts multiple destinations, date range, travel vibes, persona, budget tier, and group type. Returns a ready-to-use trip plan with curated city-specific activities (50 cities), weather-a...

Risk signalsHigh parameter count (10 properties)

Part of the Pulse server.

create_trip_skeleton can modify Pulse data, with no limits today. PolicyLayer puts allow, deny, and rate-limit rules on every call. Live in minutes.

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AI agents use create_trip_skeleton to create or modify resources in Pulse. Write operations carry medium risk because an autonomous agent could trigger bulk unintended modifications. Rate limits prevent a single agent session from making hundreds of changes in rapid succession. Argument validation ensures the agent passes expected values.

Without a policy, an AI agent could call create_trip_skeleton repeatedly, creating or modifying resources faster than any human could review. PolicyLayer's rate limiting ensures write operations happen at a controlled pace, and argument validation catches malformed or unexpected inputs before they reach Pulse.

Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.

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

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These attack patterns abuse exactly the kind of access create_trip_skeleton gives an agent. Each links to the full case and the policy that stops it:

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Every attack above starts with a tool call. PolicyLayer checks each one against your policy first, so create_trip_skeleton only ever does what you allow.

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Other write tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.

What does the create_trip_skeleton tool do? +

Create a complete trip skeleton with stops, activities grouped by day, transport legs, and budget estimates. Accepts multiple destinations, date range, travel vibes, persona, budget tier, and group type. Returns a ready-to-use trip plan with curated city-specific activities (50 cities), weather-aware scheduling, and realistic cost estimates in EUR.. It is categorised as a Write tool in the Pulse MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on create_trip_skeleton? +

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

What risk level is create_trip_skeleton? +

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

Can I rate-limit create_trip_skeleton? +

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

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

create_trip_skeleton is provided by the Pulse MCP server (onetrip/pulse). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Pulse tool call.

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