ruvllm_hnsw_create

SERVERHamza Agent Hub 252 SOURCEhamzachallenge3-dev/hamza-agent-hub-252

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/hamza-agent-hub-252/ruvllm-hnsw-create.md

WHAT IT DOES

What ruvllm_hnsw_create does on Hamza Agent Hub 252

AI agents use ruvllm_hnsw_create to create or update resources in Hamza Agent Hub 252, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Hamza Agent Hub 252 environment.

RISK

Why ruvllm_hnsw_create is rated Medium

This tool creates a new HNSW (Hierarchical Navigable Small World) router component for semantic pattern routing. Creation of infrastructure components is a Write category action as it produces new, reversible artifacts (the router can be deleted or reconfigured).

From the tool's definition Tool description states 'Create a WASM HNSW router' - the word 'Create' indicates creation of a new routing component/configuration. This is a write operation that modifies the system by adding a new router instance.

Risk signalsBulk/mass operation — affects multiple targets

Attacks that exploit this kind of access

RECOMMENDED RULE

The rule that runs ruvllm_hnsw_create safely

PolicyLayer is an MCP gateway: it sits between your AI agents and Hamza Agent Hub 252, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For ruvllm_hnsw_create, this is the rule to start with:

ruvllm_hnsw_create Rate-limited

ruvllm_hnsw_create 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": {
    "ruvllm_hnsw_create": {
      "limits": [
        {
          "counter": "ruvllm_hnsw_create_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 Hamza Agent Hub 252, apply this rule, and every ruvllm_hnsw_create call is checked against it from then on.

FAQ

Questions about ruvllm_hnsw_create

What does the ruvllm_hnsw_create tool do? +

Create a WASM HNSW router for semantic pattern routing. Max ~11 patterns (v2.0.1 limit). Use when sending every prompt to the Anthropic API is wrong because you need local inference — air-gapped environments, MicroLoRA-fine-tuned per-task adapters, or sub-cent per-call cost. For general Claude work native Task is the right call. It is categorised as a Write tool in the Hamza Agent Hub 252 MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on ruvllm_hnsw_create? +

Register the Hamza Agent Hub 252 MCP server in PolicyLayer and add a rule for ruvllm_hnsw_create: 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 Hamza Agent Hub 252. Nothing to install.

What risk level is ruvllm_hnsw_create? +

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

Can I rate-limit ruvllm_hnsw_create? +

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

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

ruvllm_hnsw_create is provided by the Hamza Agent Hub 252 MCP server (hamzachallenge3-dev/hamza-agent-hub-252). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

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