# trigger_manual_retraining

Manually trigger ML model retraining (bypasses schedule)

Agent View of the PolicyLayer registry record for `trigger_manual_retraining`. HTML page: https://policylayer.com/tools/mukul975-mcp-windows-automation/trigger-manual-retraining

## Facts

- Tool: `trigger_manual_retraining`
- Server: Mcp Windows (`mukul975/mcp-windows-automation`) — https://policylayer.com/tools/mukul975-mcp-windows-automation.md
- Homepage: https://github.com/mukul975/mcp-windows-automation
- 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": "trigger_manual_retraining",
    "arguments": {}
  }
}
```

## Why trigger_manual_retraining is rated High

This tool executes a computational process (ML model retraining) that can consume significant system resources, modify model files, and potentially impact dependent systems relying on the model. While not immediately destructive or creating new data in a user-facing sense, it actively triggers and controls a system operation with side effects.

From the tool's own definition: "Tool description states 'Manually trigger ML model retraining (bypasses schedule)' - this action runs/triggers an external operation (model retraining) whose effects depend on system state and training configuration."

## Use case

AI agents invoke trigger_manual_retraining to trigger actions in Mcp Windows. 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 Mcp Windows:

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

## Other tools on Mcp Windows (440)

- `clean_empty_directories` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/clean-empty-directories.md
- `clean_temp_files` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/clean-temp-files.md
- `drop_event` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/drop-event.md
- `drop_partition` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/drop-partition.md
- `drop_role` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/drop-role.md
- `drop_stored_function` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/drop-stored-function.md
- `drop_stored_procedure` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/drop-stored-procedure.md
- `event_log_clear` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/event-log-clear.md
- `mysql_alter_table_drop_column` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/mysql-alter-table-drop-column.md
- `mysql_delete_data` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/mysql-delete-data.md
- `mysql_drop_database` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/mysql-drop-database.md
- `mysql_drop_foreign_key` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/mysql-drop-foreign-key.md
- `mysql_drop_index` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/mysql-drop-index.md
- `mysql_drop_primary_key` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/mysql-drop-primary-key.md
- `mysql_drop_table` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/mysql-drop-table.md
- `mysql_drop_user` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/mysql-drop-user.md
- `mysql_drop_view` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/mysql-drop-view.md
- `mysql_kill_process` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/mysql-kill-process.md
- `mysql_reset_query_cache` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/mysql-reset-query-cache.md
- `mysql_revoke_privileges` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/mysql-revoke-privileges.md
- `mysql_truncate_table` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/mysql-truncate-table.md
- `revoke_role_from_user` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/revoke-role-from-user.md
- `spotify_delete_downloaded_content` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/spotify-delete-downloaded-content.md
- `spotify_remove_track_from_library` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/spotify-remove-track-from-library.md
- `sync_directories` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/sync-directories.md
- `wifi_delete_profile` — Destructive — https://policylayer.com/tools/mukul975-mcp-windows-automation/wifi-delete-profile.md
- `advanced_network_diagnostics` — Execute — https://policylayer.com/tools/mukul975-mcp-windows-automation/advanced-network-diagnostics.md
- `advanced_process_manager` — Execute — https://policylayer.com/tools/mukul975-mcp-windows-automation/advanced-process-manager.md
- `auto_optimize_system` — Execute — https://policylayer.com/tools/mukul975-mcp-windows-automation/auto-optimize-system.md
- `automate_calculator` — Execute — https://policylayer.com/tools/mukul975-mcp-windows-automation/automate-calculator.md
- …and 410 more: https://policylayer.com/tools/mukul975-mcp-windows-automation.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=mukul975-mcp-windows-automation · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/mukul975-mcp-windows-automation