daa_workflow_create
Create an autonomous workflow Use when native Task is wrong because you need agents that adapt their cognitive pattern (convergent / divergent / lateral / systems / critical) per-task and share knowledge across the swarm. For static one-shot agents, native Task is fine.
This record as markdown: /tools/ruflo/daa-workflow-create.md
What daa_workflow_create does on Ruflo
AI agents use daa_workflow_create to create or update resources in Ruflo, usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Ruflo environment.
Why daa_workflow_create is rated Medium
This tool creates new workflow entities and agent configurations within the Ruflo multi-agent orchestration system. While reversible (workflows can be deleted or updated), it creates persistent autonomous systems that will execute actions. The blast radius is high because maliciously crafted workflows could spawn agents with harmful objectives, access to RAG systems, or code execution capabilities.
From the tool's definition Tool name contains 'create' and description states 'Create an autonomous workflow'. The tool creates new autonomous agents and workflow configurations that adapt cognitive patterns and share knowledge across a swarm system.
Attacks that exploit this kind of access
The rule that runs daa_workflow_create safely
PolicyLayer is an MCP gateway: it sits between your AI agents and Ruflo, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For daa_workflow_create, this is the rule to start with:
daa_workflow_create 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 Ruflo, apply this rule, and every daa_workflow_create call is checked against it from then on.
Questions about daa_workflow_create
Create an autonomous workflow Use when native Task is wrong because you need agents that adapt their cognitive pattern (convergent / divergent / lateral / systems / critical) per-task and share knowledge across the swarm. For static one-shot agents, native Task is fine. It is categorised as a Write tool in the Ruflo MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.
Register the Ruflo MCP server in PolicyLayer and add a rule for daa_workflow_create: 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 Ruflo. Nothing to install.
daa_workflow_create 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 daa_workflow_create 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 daa_workflow_create. 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.
daa_workflow_create is provided by the Ruflo MCP server (ruvnet/ruflo). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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