This record as markdown: /tools/io-github-dreamrec-livepilot/suggest-sample-technique.md
What suggest_sample_technique does on Livepilot
AI agents call suggest_sample_technique to retrieve information from Livepilot without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why suggest_sample_technique is rated Low
Without a description, classification relies on the tool name and context. The verb 'suggest' indicates the tool likely provides recommendations or queries existing knowledge about sampling techniques rather than executing commands, modifying data, or triggering side effects. The pattern of sibling analysis tools suggests this fits a Read category.
From the tool's definition Tool name 'suggest_sample_technique' implies retrieval or analysis of sampling techniques. No description provided. Sibling tools include 'analyze_*' functions (analyze_composition, analyze_for_automation, analyze_harmony) which are typical Read operations.
Attacks that exploit this kind of access
The rule that runs suggest_sample_technique safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Livepilot, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For suggest_sample_technique, this is the rule to start with:
suggest_sample_technique is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect Livepilot, apply this rule, and every suggest_sample_technique call is checked against it from then on.
Questions about suggest_sample_technique
suggest_sample_technique is a read tool on the Livepilot MCP server. It is categorised as a Read tool in the Livepilot MCP Server, which means it retrieves data without modifying state.
Register the Livepilot MCP server in PolicyLayer and add a rule for suggest_sample_technique: 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 Livepilot. Nothing to install.
suggest_sample_technique is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the suggest_sample_technique 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.
Set action: deny in the PolicyLayer policy for suggest_sample_technique. 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.
suggest_sample_technique is provided by the Livepilot MCP server (livepilot). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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