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neural-sync-01

Run fast retrieval-augmented generation over supplied documents, inline context, or fetched pages with hybrid embeddings plus LLM answer synthesis. Apiosk slug: neural-sync-01. Cost per call: $0.015. Default operation: query. This tool executes the API through Apiosk's uniform /execute contract.

Risk signalsAccepts URL/endpoint input (documents[].url) · Accepts freeform code/query input (query)

Part of the Apiosk server.

neural-sync-01 can trigger actions in Apiosk, 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 neural-sync-01 to trigger processes or run actions in Apiosk. 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.

neural-sync-01 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": {
    "neural-sync-01": {
      "limits": [
        {
          "counter": "neural-sync-01_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}

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These attack patterns abuse exactly the kind of access neural-sync-01 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 neural-sync-01 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 neural-sync-01 tool do? +

Run fast retrieval-augmented generation over supplied documents, inline context, or fetched pages with hybrid embeddings plus LLM answer synthesis. Apiosk slug: neural-sync-01. Cost per call: $0.015. Default operation: query. This tool executes the API through Apiosk's uniform /execute contract.. It is categorised as a Execute tool in the Apiosk MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on neural-sync-01? +

Register the Apiosk MCP server in PolicyLayer and add a rule for neural-sync-01: 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 Apiosk. Nothing to install.

What risk level is neural-sync-01? +

neural-sync-01 is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.

Can I rate-limit neural-sync-01? +

Yes. Add a rate_limit block to the neural-sync-01 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 neural-sync-01 completely? +

Set action: deny in the PolicyLayer policy for neural-sync-01. 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 neural-sync-01? +

neural-sync-01 is provided by the Apiosk MCP server (apiosk-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 Apiosk tool call.

Deterministic rules across all 158 Apiosk tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

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