apply_quality_generation
MCP 품질 파이프라인으로 HWPX를 생성하고 검수/개선 루프 결과를 반환합니다.
This record as markdown: /tools/airmang-hwpx-mcp-server/apply-quality-generation.md
What apply_quality_generation does on Hwpx
AI agents use apply_quality_generation to create or update resources in Hwpx, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Hwpx environment.
Why apply_quality_generation is rated Medium
The tool generates (creates) an HWPX document via a quality pipeline and returns results. This is a Write operation as it creates a new document. Severity is high because it can produce complete documents autonomously through a generation+review loop, potentially with significant content.
From the tool's definition HWPX를 생성하고 검수/개선 루프 결과를 반환합니다 — generates/creates an HWPX document and returns quality review/improvement loop results
Attacks that exploit this kind of access
The rule that runs apply_quality_generation safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Hwpx, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For apply_quality_generation, this is the rule to start with:
apply_quality_generation 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.
The button opens the PolicyLayer dashboard: create your workspace, connect Hwpx, apply this rule, and every apply_quality_generation call is checked against it from then on.
Questions about apply_quality_generation
MCP 품질 파이프라인으로 HWPX를 생성하고 검수/개선 루프 결과를 반환합니다. It is categorised as a Write tool in the Hwpx MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Hwpx MCP server in PolicyLayer and add a rule for apply_quality_generation: 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 Hwpx. Nothing to install.
apply_quality_generation is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.
Yes. Add a rate_limit block to the apply_quality_generation 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 apply_quality_generation. 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.
apply_quality_generation is provided by the Hwpx MCP server (airmang/hwpx-mcp-server). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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