This record as markdown: /tools/kiln/analyze-print-failure-smart.md
What analyze_print_failure_smart does on Kiln
AI agents call analyze_print_failure_smart to retrieve information from Kiln without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.
Why analyze_print_failure_smart is rated Low
Without a description, confidence is moderate. The 'analyze' verb and 'failure' context suggest the tool examines historical print data or logs to diagnose issues—a Read operation. However, if it actually triggers remedial actions (E.g., retry prints, adjust settings automatically), it could be Execute.
From the tool's definition Tool name 'analyze_print_failure_smart' suggests diagnostic analysis of print failures. The empty description limits evidence, but 'analyze' typically indicates examination or querying of state/logs rather than modification or execution of printer commands.
Attacks that exploit this kind of access
The rule that runs analyze_print_failure_smart safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Kiln, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For analyze_print_failure_smart, this is the rule to start with:
analyze_print_failure_smart 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 Kiln, apply this rule, and every analyze_print_failure_smart call is checked against it from then on.
Questions about analyze_print_failure_smart
analyze_print_failure_smart is a read tool on the Kiln MCP server. It is categorised as a Read tool in the Kiln MCP Server, which means it retrieves data without modifying state.
Register the Kiln MCP server in PolicyLayer and add a rule for analyze_print_failure_smart: 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 Kiln. Nothing to install.
analyze_print_failure_smart 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 analyze_print_failure_smart 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 analyze_print_failure_smart. 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.
analyze_print_failure_smart is provided by the Kiln MCP server (codeofaxel/Kiln). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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