# refine_cloudflow

Refines an existing CloudFlow using natural language. Streams progress and returns the answer and conversationId; normally no flowId is returned. A plan or clarification question may save nothing. Reusing conversationId continues that conversation. Generated codeNode code can pass validation and fail silently or error at run time, so a successful build shows only that a draft was saved. export_cloudflow_flow returns the saved code; a completed test run's per-node output shows whether it works. Test runs execute real actions, including on drafts.

Agent View of the PolicyLayer registry record for `refine_cloudflow`. HTML page: https://policylayer.com/tools/doit/refine-cloudflow

## Facts

- Tool: `refine_cloudflow`
- Server: Doit (`@doitintl/doit-mcp-server`) — https://policylayer.com/tools/doit.md
- Install: `npx -y @doitintl/doit-mcp-server`
- Homepage: https://www.npmjs.com/package/@doitintl/doit-mcp-server
- Risk category: Execute (High risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 3 (2 required)
- Recommended policy verdict: Rate-limited

## Parameters

| Parameter | Type | Required | Description |
| --- | --- | --- | --- |
| `flowId` | string | yes | The ID of the CloudFlow flow to refine |
| `question` | string | yes | The instruction or question to refine or rebuild the flow |
| `conversationId` | string | no | Optional conversation ID for multi-turn sessions |

Parameters from the server's own tool schema.

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

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "refine_cloudflow",
    "arguments": {
      "flowId": "<flowId>",
      "question": "<question>"
    }
  }
}
```

## Why refine_cloudflow is rated High

refine_cloudflow 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 refine_cloudflow to trigger actions in Doit. 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 Doit:

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

## Other tools on Doit (237)

- `cancel_async_operation` — Destructive — https://policylayer.com/tools/doit/cancel-async-operation.md
- `cancel_invite` — Destructive — https://policylayer.com/tools/doit/cancel-invite.md
- `confirm_action` — Destructive — https://policylayer.com/tools/doit/confirm-action.md
- `delete_account_role` — Destructive — https://policylayer.com/tools/doit/delete-account-role.md
- `delete_alert` — Destructive — https://policylayer.com/tools/doit/delete-alert.md
- `delete_allocation` — Destructive — https://policylayer.com/tools/doit/delete-allocation.md
- `delete_annotation` — Destructive — https://policylayer.com/tools/doit/delete-annotation.md
- `delete_ava_conversation` — Destructive — https://policylayer.com/tools/doit/delete-ava-conversation.md
- `delete_budget` — Destructive — https://policylayer.com/tools/doit/delete-budget.md
- `delete_cloudflow_connection` — Destructive — https://policylayer.com/tools/doit/delete-cloudflow-connection.md
- `delete_custom_theme` — Destructive — https://policylayer.com/tools/doit/delete-custom-theme.md
- `delete_customer_geographic_access_scope` — Destructive — https://policylayer.com/tools/doit/delete-customer-geographic-access-scope.md
- `delete_customer_group` — Destructive — https://policylayer.com/tools/doit/delete-customer-group.md
- `delete_datahub_dataset` — Destructive — https://policylayer.com/tools/doit/delete-datahub-dataset.md
- `delete_datahub_datasets` — Destructive — https://policylayer.com/tools/doit/delete-datahub-datasets.md
- `delete_datahub_events_by_filter` — Destructive — https://policylayer.com/tools/doit/delete-datahub-events-by-filter.md
- `delete_folder` — Destructive — https://policylayer.com/tools/doit/delete-folder.md
- `delete_geographic_access_custom_region` — Destructive — https://policylayer.com/tools/doit/delete-geographic-access-custom-region.md
- `delete_insight_result` — Destructive — https://policylayer.com/tools/doit/delete-insight-result.md
- `delete_insight_results` — Destructive — https://policylayer.com/tools/doit/delete-insight-results.md
- `delete_label` — Destructive — https://policylayer.com/tools/doit/delete-label.md
- `delete_report` — Destructive — https://policylayer.com/tools/doit/delete-report.md
- `delete_role` — Destructive — https://policylayer.com/tools/doit/delete-role.md
- `delete_service_account` — Destructive — https://policylayer.com/tools/doit/delete-service-account.md
- `delete_service_account_token` — Destructive — https://policylayer.com/tools/doit/delete-service-account-token.md
- `delete_user` — Destructive — https://policylayer.com/tools/doit/delete-user.md
- `delete_user_geographic_access_scope` — Destructive — https://policylayer.com/tools/doit/delete-user-geographic-access-scope.md
- `id_of_asset` — Destructive — https://policylayer.com/tools/doit/id-of-asset.md
- `remove_ticket_tags` — Destructive — https://policylayer.com/tools/doit/remove-ticket-tags.md
- `async_run_inline` — Execute — https://policylayer.com/tools/doit/async-run-inline.md
- …and 207 more: https://policylayer.com/tools/doit.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=doit · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/doit