humanize_text
De-slop pass: replaces stock LLM phrasing — filler, hedges, canned transitions — with plainer, more specific prose, optionally tuned to a platform. A writing-quality tool: it does not change the fact that the text was AI-generated and must not be used to conceal AI authorship where disclosure is ...
This record as markdown: /tools/io-github-bitsandtea-postking-mcp/humanize-text.md
What humanize_text does on Postking Mcp
AI agents use humanize_text to create or update resources in Postking Mcp, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Postking Mcp environment.
Why humanize_text is rated Medium
Transforms writing content reversibly without deleting or executing code; potential misuse for deceptive AI concealment.
From the tool's definition modifies text, replaces phrasing, tuning to platform
Attacks that exploit this kind of access
The rule that runs humanize_text safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Postking Mcp, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For humanize_text, this is the rule to start with:
humanize_text 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 Postking Mcp, apply this rule, and every humanize_text call is checked against it from then on.
Questions about humanize_text
De-slop pass: replaces stock LLM phrasing — filler, hedges, canned transitions — with plainer, more specific prose, optionally tuned to a platform. A writing-quality tool: it does not change the fact that the text was AI-generated and must not be used to conceal AI authorship where disclosure is required. It is categorised as a Write tool in the Postking Mcp MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Postking MCP server in PolicyLayer and add a rule for humanize_text: 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 Postking Mcp. Nothing to install.
humanize_text 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 humanize_text 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 humanize_text. 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.
humanize_text is provided by the Postking MCP server (postking-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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