Ingest a conversation turn. Call after every significant user or assistant message.
AI agents use stenographer_ingest_exchange to create or update resources in Omega Stenographer — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Omega Stenographer environment.
This tool writes/stores conversation data (ingests a conversation turn) into the stenographer's observation layer. It creates new records of message exchanges, which is a reversible write operation. The blast radius is medium because an AI agent could misuse it to log false or manipulated conversation data, potentially corrupting audit trails used by the VERITAS & Sovereign Ecosystem for governance decisions.
From the tool's definition Ingest a conversation turn. Call after every significant user or assistant message.
Risk signalsBulk/mass operation — affects multiple targets
Attacks that exploit this kind of access
Ingest a conversation turn. Call after every significant user or assistant message. It is categorised as a Write tool in the Omega Stenographer MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Omega Stenographer MCP server in PolicyLayer and add a rule for stenographer_ingest_exchange: 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 Omega Stenographer. Nothing to install.
stenographer_ingest_exchange 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 stenographer_ingest_exchange 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 stenographer_ingest_exchange. 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.
stenographer_ingest_exchange is provided by the Omega Stenographer MCP server (vrtxomega/omega-stenographer-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
Every MCP server has a record like this.
Type a name, get the same breakdown: verified identity, auth posture, risk grade, capabilities, recommended policy.
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