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run_workflow

Run a Purmemo workflow — structured, memory-powered processes for product, engineering, business, and operations tasks. Your relevant memories and identity are automatically loaded to personalize every workflow. WHEN TO USE THIS TOOL: - User wants to write a PRD, debug an issue, plan a sprint, re...

Risk signalsBulk/mass operation — affects multiple targets

Part of the Pūrmemo server.

run_workflow can trigger actions in Pūrmemo, with no limits today. PolicyLayer puts allow, deny, and rate-limit rules on every call. Live in minutes.

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AI agents invoke run_workflow to trigger processes or run actions in Pūrmemo. Execute operations can have side effects beyond the immediate call -- triggering builds, sending notifications, or starting workflows. Rate limits and argument validation are essential to prevent runaway execution.

run_workflow can trigger processes with real-world consequences. An uncontrolled agent might start dozens of builds, send mass notifications, or kick off expensive compute jobs. PolicyLayer enforces rate limits and validates arguments to keep execution within safe bounds.

Execute tools trigger processes. Rate-limit and validate arguments to prevent unintended side effects.

policy.json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "run_workflow": {
      "limits": [
        {
          "counter": "run_workflow_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}

See the full Pūrmemo policy for all 11 tools.

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These attack patterns abuse exactly the kind of access run_workflow gives an agent. Each links to the full case and the policy that stops it:

Browse the full MCP Attack Database →

Every attack above starts with a tool call. PolicyLayer checks each one against your policy first, so run_workflow only ever does what you allow.

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Other execute tools across the catalogue. The same approach applies to each: rate-limit and validate the arguments.

What does the run_workflow tool do? +

Run a Purmemo workflow — structured, memory-powered processes for product, engineering, business, and operations tasks. Your relevant memories and identity are automatically loaded to personalize every workflow. WHEN TO USE THIS TOOL: - User wants to write a PRD, debug an issue, plan a sprint, review code, or any structured task - User describes a goal but doesn't know the exact process ("I want to ship a feature") - User asks for strategic advice, design guidance, or operational help - User says "help me", "guide me", "walk me through", or describes a business/product/engineering need AVAILABLE WORKFLOWS (pass the workflow name, or describe what you need): Product: prd, roadmap, story, design, feedback Strategy: ceo, growth, metrics, intel Engineering: debug, review, deploy, incident Operations: sprint Content: copy EXAMPLES: run_workflow(workflow="prd", input="notification system for mobile app") run_workflow(workflow="debug", input="TypeError: Cannot read property 'map' of undefined in Timeline") run_workflow(input="production is down, users can't save memories") → auto-routes to incident run_workflow(input="what should I focus on this week?") → auto-routes to sprint run_workflow(input="how's the business doing?") → auto-routes to metrics DO NOT use this tool for: simple memory recall (use recall_memories), saving conversations (use save_conversation), or finding related discussions (use discover_related_conversations). If no specific workflow is named, the system auto-routes based on the user's intent.. It is categorised as a Execute tool in the Pūrmemo MCP Server, which means it can trigger actions or run processes. Use rate limits and argument validation.

How do I enforce a policy on run_workflow? +

Register the Pūrmemo MCP server in PolicyLayer and add a rule for run_workflow: 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 Pūrmemo. Nothing to install.

What risk level is run_workflow? +

run_workflow is a Execute tool with high risk. Execute tools should be rate-limited and have argument validation enabled.

Can I rate-limit run_workflow? +

Yes. Add a rate_limit block to the run_workflow 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.

How do I block run_workflow completely? +

Set action: deny in the PolicyLayer policy for run_workflow. 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.

What MCP server provides run_workflow? +

run_workflow is provided by the Pūrmemo MCP server (purmemo/purmemo-mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Enforce policy on every Pūrmemo tool call.

Deterministic rules across all 11 Pūrmemo tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

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