generate_academic_caption

Generate academic figure or table captions following top-venue conventions. Handles Title Case for noun phrases, Sentence case for full sentences. Removes filler (no

SERVERNodebench SOURCEnodebench-mcp

Medium RISK CLASS

Category Write

Parameters 00 required

Recommended Rate-limitedsee the rule below

Registry record Grade F, identity unverified Pull the record →

This record as markdown: /tools/io-github-homenshum-nodebench/generate-academic-caption.md

WHAT IT DOES

What generate_academic_caption does on Nodebench

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

RISK

Why generate_academic_caption is rated Medium

This tool creates new textual content (captions) reversibly. It does not execute code, delete data, move money, or trigger external operations. The output is text that can be edited or discarded without irreversible consequences. Severity is low because misuse would at worst produce poorly formatted academic captions with no side effects on systems or data.

From the tool's definition Tool generates and creates captions—'Generate academic figure or table captions' indicates creation of new content. Description shows it produces formatted text output ('Handles Title Case...Sentence case...Removes filler'), a form of content synthesis.

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs generate_academic_caption safely

PolicyLayer is an MCP gateway: it sits between your AI agents and Nodebench, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For generate_academic_caption, this is the rule to start with:

generate_academic_caption Rate-limited

generate_academic_caption 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": {
    "generate_academic_caption": {
      "limits": [
        {
          "counter": "generate_academic_caption_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

LIMIT THIS TOOL → Instant setup, no code required.

The button opens the PolicyLayer dashboard: create your workspace, connect Nodebench, apply this rule, and every generate_academic_caption call is checked against it from then on.

FAQ

Questions about generate_academic_caption

What does the generate_academic_caption tool do? +

Generate academic figure or table captions following top-venue conventions. Handles Title Case for noun phrases, Sentence case for full sentences. Removes filler (no. It is categorised as a Write tool in the Nodebench 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_academic_caption? +

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

What risk level is generate_academic_caption? +

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

Can I rate-limit generate_academic_caption? +

Yes. Add a rate_limit block to the generate_academic_caption 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_academic_caption completely? +

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

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

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