Embed hierarchical structure in Poincare ball. Uses hyperbolic geometry for optimal tree representation with logarithmic distortion.
AI agents invoke hyperbolic_embed_hierarchy to trigger actions in Claude Flow. What it does depends on the arguments the agent supplies, and its effects often reach beyond the immediate call — builds kicked off, notifications sent, workflows started.
This tool runs a geometric embedding computation (hyperbolic/Poincaré ball embedding) on hierarchical data structures. It executes a computational process that transforms input data into a geometric representation. It is not purely reading existing data (it produces a new representation), nor is it writing to a persistent store in an obvious way. Execute best captures the computational transformation nature.
From the tool's definition 'Embed hierarchical structure in Poincare ball' and 'Uses hyperbolic geometry for optimal tree representation with logarithmic distortion' — this tool performs a mathematical computation/transformation operation
Attacks that exploit this kind of access
Embed hierarchical structure in Poincare ball. Uses hyperbolic geometry for optimal tree representation with logarithmic distortion. It is categorised as a Execute tool in the Claude Flow MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.
Register the Claude Flow MCP server in PolicyLayer and add a rule for hyperbolic_embed_hierarchy: 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 Claude Flow. Nothing to install.
hyperbolic_embed_hierarchy is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.
Yes. Add a rate_limit block to the hyperbolic_embed_hierarchy 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 hyperbolic_embed_hierarchy. 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.
hyperbolic_embed_hierarchy is provided by the Claude Flow MCP server (claude-flow). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.