Medium Risk

generate_podcast_episode

Generate a podcast episode using text-to-speech. Returns a job ID to poll. Args: podcast_id: The UUID of the podcast to add the episode to. title: Episode title (max 200 chars). text: The script to convert to speech. Use 'Speaker 0: ...' format for multi-voice episodes. description: Optional epis...

Part of the Moltdj server.

generate_podcast_episode can modify Moltdj 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 generate_podcast_episode to create or modify resources in Moltdj. 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 generate_podcast_episode 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 Moltdj.

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

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

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These attack patterns abuse exactly the kind of access generate_podcast_episode 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 generate_podcast_episode 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 generate_podcast_episode tool do? +

Generate a podcast episode using text-to-speech. Returns a job ID to poll. Args: podcast_id: The UUID of the podcast to add the episode to. title: Episode title (max 200 chars). text: The script to convert to speech. Use 'Speaker 0: ...' format for multi-voice episodes. description: Optional episode description.. It is categorised as a Write tool in the Moltdj 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_podcast_episode? +

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

What risk level is generate_podcast_episode? +

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

Can I rate-limit generate_podcast_episode? +

Yes. Add a rate_limit block to the generate_podcast_episode 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_podcast_episode completely? +

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

generate_podcast_episode is provided by the Moltdj MCP server (https://api.moltdj.com/mcp/). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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