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otp_parse_resume

Produce a structured OTP extraction template from raw resume text. Returns a document skeleton with _EXTRACT_* annotations, a fieldConfidence list (high/medium/low per field), and a gaps list of information not typically on resumes. The calling agent should fill in the skeleton using its reasonin...

Part of the Opentalentprotocol server.

otp_parse_resume can trigger actions in Opentalentprotocol, with no limits today. PolicyLayer puts allow, deny, and rate-limit rules on every call. Live in minutes.

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AI agents invoke otp_parse_resume to trigger processes or run actions in Opentalentprotocol. Execute operations can have side effects beyond the immediate call -- triggering builds, sending notifications, or starting workflows. Rate limits and argument validation are essential to prevent runaway execution.

otp_parse_resume can trigger processes with real-world consequences. An uncontrolled agent might start dozens of builds, send mass notifications, or kick off expensive compute jobs. PolicyLayer enforces rate limits and validates arguments to keep execution within safe bounds.

Execute tools trigger processes. Rate-limit and validate arguments to prevent unintended side effects.

policy.json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "otp_parse_resume": {
      "limits": [
        {
          "counter": "otp_parse_resume_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}

See the full Opentalentprotocol policy for all 6 tools.

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

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

What does the otp_parse_resume tool do? +

Produce a structured OTP extraction template from raw resume text. Returns a document skeleton with _EXTRACT_* annotations, a fieldConfidence list (high/medium/low per field), and a gaps list of information not typically on resumes. The calling agent should fill in the skeleton using its reasoning over the text, then call otp_validate_profile to verify the result.. It is categorised as a Execute tool in the Opentalentprotocol MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on otp_parse_resume? +

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

What risk level is otp_parse_resume? +

otp_parse_resume is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.

Can I rate-limit otp_parse_resume? +

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

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

otp_parse_resume is provided by the Opentalentprotocol MCP server (@opentalentprotocol/mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Opentalentprotocol tool call.

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