This record as markdown: /tools/kiln/predict-print-failure.md
What predict_print_failure does on Kiln
AI agents call predict_print_failure 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 predict_print_failure is rated Low
The name indicates a read-only operation that analyzes or forecasts print outcomes without modifying state, executing commands, or triggering physical actions. However, confidence is reduced due to the empty description. Without evidence of what 'predict' entails (e.g., whether it queries sensors or runs a model), it could theoretically involve Execute-category operations.
From the tool's definition Tool name 'predict_print_failure' suggests a prediction/analysis function with no side effects. Description is empty, limiting certainty.
Attacks that exploit this kind of access
The rule that runs predict_print_failure 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 predict_print_failure, this is the rule to start with:
predict_print_failure 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 predict_print_failure call is checked against it from then on.
Questions about predict_print_failure
predict_print_failure 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 predict_print_failure: 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.
predict_print_failure 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 predict_print_failure 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 predict_print_failure. 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.
predict_print_failure 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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