Low Risk

intent_alignment

Does the prompt match what the user actually wants to achieve? (If an originalPrompt is provided, judge whether the rewrite preserved its intent.)

Part of the Clarifyprompt server.

intent_alignment is read-only, but an agent in a loop can still rack up calls and cost. PolicyLayer caps every call before it runs. Live in minutes.

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AI agents call intent_alignment to retrieve information from Clarifyprompt without modifying any data. This is common in research, monitoring, and reporting workflows where the agent needs context before taking action. Because read operations don't change state, they are generally safe to allow without restrictions -- but you may still want rate limits to control API costs.

Even though intent_alignment only reads data, uncontrolled read access can leak sensitive information or rack up API costs. An agent caught in a retry loop could make thousands of calls per minute. A rate limit gives you a safety net without blocking legitimate use.

Read-only tools are safe to allow by default. No rate limit needed unless you want to control costs.

policy.json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "intent_alignment": {}
  }
}

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These attack patterns abuse exactly the kind of access intent_alignment 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 intent_alignment only ever does what you allow.

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Other read tools across the catalogue. The same approach applies to each: allow, with a rate cap to control cost.

What does the intent_alignment tool do? +

Does the prompt match what the user actually wants to achieve? (If an originalPrompt is provided, judge whether the rewrite preserved its intent.). It is categorised as a Read tool in the Clarifyprompt MCP Server, which means it retrieves data without modifying state.

How do I enforce a policy on intent_alignment? +

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

What risk level is intent_alignment? +

intent_alignment is a Read tool with low risk. Read-only tools are generally safe to allow by default.

Can I rate-limit intent_alignment? +

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

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

intent_alignment is provided by the Clarifyprompt MCP server (clarifyprompt-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Clarifyprompt tool call.

Deterministic rules across all 28 Clarifyprompt tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

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