# factory_run_batch

Run a persisted evaluation or baseline/candidate comparison batch over an existing dataset or saved task IDs. Maximum 10 cases per batch and 3 comparison rounds per Agent turn. For a dataset with more than 10 cases, pass 1-10 unique caseIds from that dataset and run it in bounded batches. A comparison freezes the version, draft, inputs, criteria and model bindings.

Agent View of the PolicyLayer registry record for `factory_run_batch`. HTML page: https://policylayer.com/tools/dutydeck/factory-run-batch

## Facts

- Tool: `factory_run_batch`
- Server: DutyDeck (`taokoplay/DutyDeck`) — https://policylayer.com/tools/dutydeck.md
- Homepage: https://github.com/taokoplay/DutyDeck
- Risk category: Execute (High risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 0
- Recommended policy verdict: Rate-limited

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "factory_run_batch",
    "arguments": {}
  }
}
```

## Why factory_run_batch is rated High

factory_run_batch triggers real processes with real consequences. An agent gone sideways doesn't fire it once. It starts dozens of builds, sends mass notifications, or burns through compute before anyone looks up.

## Use case

AI agents invoke factory_run_batch to trigger actions in DutyDeck. 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.

## Recommended policy (PolicyLayer)

Verdict: **Rate-limited**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches DutyDeck:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "factory_run_batch": {
      "limits": [
        {
          "counter": "factory_run_batch_rate",
          "window": "minute",
          "max": 10,
          "scope": "grant"
        }
      ]
    }
  }
}
```

## Other tools on DutyDeck (246)

- `canvas_cancel_media_run` — Destructive — https://policylayer.com/tools/dutydeck/canvas-cancel-media-run.md
- `factory_cancel_experiment` — Destructive — https://policylayer.com/tools/dutydeck/factory-cancel-experiment.md
- `mcp__automation__delete_automation` — Destructive — https://policylayer.com/tools/dutydeck/mcp--automation--delete-automation.md
- `mcp__planning__delete_calendar_event` — Destructive — https://policylayer.com/tools/dutydeck/mcp--planning--delete-calendar-event.md
- `mcp__planning__delete_group` — Destructive — https://policylayer.com/tools/dutydeck/mcp--planning--delete-group.md
- `mcp__planning__delete_reminder` — Destructive — https://policylayer.com/tools/dutydeck/mcp--planning--delete-reminder.md
- `mcp__planning__delete_tag` — Destructive — https://policylayer.com/tools/dutydeck/mcp--planning--delete-tag.md
- `mcp__planning__delete_todo` — Destructive — https://policylayer.com/tools/dutydeck/mcp--planning--delete-todo.md
- `media_cancel_generation` — Destructive — https://policylayer.com/tools/dutydeck/media-cancel-generation.md
- `media_cancel_run` — Destructive — https://policylayer.com/tools/dutydeck/media-cancel-run.md
- `api_prepare_request` — Execute — https://policylayer.com/tools/dutydeck/api-prepare-request.md
- `api_run_scenario` — Execute — https://policylayer.com/tools/dutydeck/api-run-scenario.md
- `BrowserExecuteJavaScript` — Execute — https://policylayer.com/tools/dutydeck/browserexecutejavascript.md
- `BrowserNavigate` — Execute — https://policylayer.com/tools/dutydeck/browsernavigate.md
- `BrowserNewTab` — Execute — https://policylayer.com/tools/dutydeck/browsernewtab.md
- `BrowserWaitFor` — Execute — https://policylayer.com/tools/dutydeck/browserwaitfor.md
- `canvas_run_agent` — Execute — https://policylayer.com/tools/dutydeck/canvas-run-agent.md
- `canvas_run_nodes` — Execute — https://policylayer.com/tools/dutydeck/canvas-run-nodes.md
- `canvas_run_workflow` — Execute — https://policylayer.com/tools/dutydeck/canvas-run-workflow.md
- `canvas_task` — Execute — https://policylayer.com/tools/dutydeck/canvas-task.md
- `factory_advance_experiment` — Execute — https://policylayer.com/tools/dutydeck/factory-advance-experiment.md
- `factory_diagnose_run` — Execute — https://policylayer.com/tools/dutydeck/factory-diagnose-run.md
- `factory_retry_review` — Execute — https://policylayer.com/tools/dutydeck/factory-retry-review.md
- `factory_run_scene` — Execute — https://policylayer.com/tools/dutydeck/factory-run-scene.md
- `factory_run_step` — Execute — https://policylayer.com/tools/dutydeck/factory-run-step.md
- `mcp__automation__run_automation_now` — Execute — https://policylayer.com/tools/dutydeck/mcp--automation--run-automation-now.md
- `mcp__collaboration__stop_delegation` — Execute — https://policylayer.com/tools/dutydeck/mcp--collaboration--stop-delegation.md
- `mcp__collaboration__stop_delegations` — Execute — https://policylayer.com/tools/dutydeck/mcp--collaboration--stop-delegations.md
- `mcp__collaboration__wait_for_delegations` — Execute — https://policylayer.com/tools/dutydeck/mcp--collaboration--wait-for-delegations.md
- `media_execute_generation` — Execute — https://policylayer.com/tools/dutydeck/media-execute-generation.md
- …and 216 more: https://policylayer.com/tools/dutydeck.md

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

---

Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=dutydeck · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/dutydeck