---
title: "plm analytics"
description: "Analytics & metrics"
---

{/* AUTO-GENERATED by packages/cli/scripts/generate-docs.ts — do not edit by hand. */}
## plm analytics

Analytics & metrics

**Usage**

```bash
plm analytics
```

**Subcommands**

- [`bom-data`](#plm-analytics-bom-data)
- [`parts`](#plm-analytics-parts)
- [`ecos`](#plm-analytics-ecos)
- [`lifecycle-events`](#plm-analytics-lifecycle-events)
- [`team-performance`](#plm-analytics-team-performance)
- [`performance-bottlenecks`](#plm-analytics-performance-bottlenecks)
- [`performance-recommendations`](#plm-analytics-performance-recommendations)
- [`performance-trends`](#plm-analytics-performance-trends)
- [`metrics`](#plm-analytics-metrics)
- [`trends`](#plm-analytics-trends)
- [`performance`](#plm-analytics-performance)
- [`cache-status`](#plm-analytics-cache-status)
- [`real-time-forecast-status`](#plm-analytics-real-time-forecast-status)
- [`bom-cost`](#plm-analytics-bom-cost)
- [`bom-optimization`](#plm-analytics-bom-optimization)
- [`export`](#plm-analytics-export)
- [`advanced-filter`](#plm-analytics-advanced-filter)
- [`hierarchy-filter`](#plm-analytics-hierarchy-filter)
- [`permission-filter`](#plm-analytics-permission-filter)
- [`multi-dimensional-filter`](#plm-analytics-multi-dimensional-filter)
- [`optimized-filter`](#plm-analytics-optimized-filter)
- [`custom-personalization`](#plm-analytics-custom-personalization)
- [`custom-template`](#plm-analytics-custom-template)
- [`custom-report-template`](#plm-analytics-custom-report-template)
- [`personalization`](#plm-analytics-personalization)
- [`year-over-year`](#plm-analytics-year-over-year)
- [`volatility-analysis`](#plm-analytics-volatility-analysis)
- [`seasonal-analysis`](#plm-analytics-seasonal-analysis)
- [`forecast-with-gaps`](#plm-analytics-forecast-with-gaps)
- [`custom-config-limits`](#plm-analytics-custom-config-limits)
- [`config-size-test`](#plm-analytics-config-size-test)
- [`versioned-config`](#plm-analytics-versioned-config)
- [`interpolated-trends`](#plm-analytics-interpolated-trends)
- [`extreme-event-forecast`](#plm-analytics-extreme-event-forecast)
- [`personalization-update`](#plm-analytics-personalization-update)

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics",
  "description": "Analytics & metrics",
  "arguments": [],
  "options": [],
  "subcommands": [
    "bom-data",
    "parts",
    "ecos",
    "lifecycle-events",
    "team-performance",
    "performance-bottlenecks",
    "performance-recommendations",
    "performance-trends",
    "metrics",
    "trends",
    "performance",
    "cache-status",
    "real-time-forecast-status",
    "bom-cost",
    "bom-optimization",
    "export",
    "advanced-filter",
    "hierarchy-filter",
    "permission-filter",
    "multi-dimensional-filter",
    "optimized-filter",
    "custom-personalization",
    "custom-template",
    "custom-report-template",
    "personalization",
    "year-over-year",
    "volatility-analysis",
    "seasonal-analysis",
    "forecast-with-gaps",
    "custom-config-limits",
    "config-size-test",
    "versioned-config",
    "interpolated-trends",
    "extreme-event-forecast",
    "personalization-update"
  ]
}
```

</details>

### plm analytics bom-data

**Usage**

```bash
plm analytics bom-data
```

**Options**

- `-f, --filter <kv...>` — key=value query params
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics bom-data",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "-f, --filter <kv...>",
      "description": "key=value query params",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics parts

**Usage**

```bash
plm analytics parts
```

**Options**

- `-f, --filter <kv...>` — key=value query params
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics parts",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "-f, --filter <kv...>",
      "description": "key=value query params",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics ecos

**Usage**

```bash
plm analytics ecos
```

**Options**

- `-f, --filter <kv...>` — key=value query params
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics ecos",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "-f, --filter <kv...>",
      "description": "key=value query params",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics lifecycle-events

**Usage**

```bash
plm analytics lifecycle-events
```

**Options**

- `-f, --filter <kv...>` — key=value query params
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics lifecycle-events",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "-f, --filter <kv...>",
      "description": "key=value query params",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics team-performance

**Usage**

```bash
plm analytics team-performance
```

**Options**

- `-f, --filter <kv...>` — key=value query params
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics team-performance",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "-f, --filter <kv...>",
      "description": "key=value query params",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics performance-bottlenecks

**Usage**

```bash
plm analytics performance-bottlenecks
```

**Options**

- `-f, --filter <kv...>` — key=value query params
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics performance-bottlenecks",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "-f, --filter <kv...>",
      "description": "key=value query params",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics performance-recommendations

**Usage**

```bash
plm analytics performance-recommendations
```

**Options**

- `-f, --filter <kv...>` — key=value query params
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics performance-recommendations",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "-f, --filter <kv...>",
      "description": "key=value query params",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics performance-trends

**Usage**

```bash
plm analytics performance-trends
```

**Options**

- `-f, --filter <kv...>` — key=value query params
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics performance-trends",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "-f, --filter <kv...>",
      "description": "key=value query params",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics metrics

**Usage**

```bash
plm analytics metrics
```

**Options**

- `-f, --filter <kv...>` — key=value query params
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics metrics",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "-f, --filter <kv...>",
      "description": "key=value query params",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics trends

**Usage**

```bash
plm analytics trends
```

**Options**

- `-f, --filter <kv...>` — key=value query params
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics trends",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "-f, --filter <kv...>",
      "description": "key=value query params",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics performance

**Usage**

```bash
plm analytics performance
```

**Options**

- `-f, --filter <kv...>` — key=value query params
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics performance",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "-f, --filter <kv...>",
      "description": "key=value query params",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics cache-status

**Usage**

```bash
plm analytics cache-status
```

**Options**

- `-f, --filter <kv...>` — key=value query params
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics cache-status",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "-f, --filter <kv...>",
      "description": "key=value query params",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics real-time-forecast-status

**Usage**

```bash
plm analytics real-time-forecast-status
```

**Options**

- `-f, --filter <kv...>` — key=value query params
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics real-time-forecast-status",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "-f, --filter <kv...>",
      "description": "key=value query params",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics bom-cost

**Usage**

```bash
plm analytics bom-cost <bomId>
```

**Options**

- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics bom-cost",
  "description": null,
  "arguments": [
    {
      "name": "bomId",
      "required": true,
      "variadic": false,
      "description": ""
    }
  ],
  "options": [
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics bom-optimization

**Usage**

```bash
plm analytics bom-optimization <bomId>
```

**Options**

- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics bom-optimization",
  "description": null,
  "arguments": [
    {
      "name": "bomId",
      "required": true,
      "variadic": false,
      "description": ""
    }
  ],
  "options": [
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics export

**Usage**

```bash
plm analytics export
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics export",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics advanced-filter

**Usage**

```bash
plm analytics advanced-filter
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics advanced-filter",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics hierarchy-filter

**Usage**

```bash
plm analytics hierarchy-filter
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics hierarchy-filter",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics permission-filter

**Usage**

```bash
plm analytics permission-filter
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics permission-filter",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics multi-dimensional-filter

**Usage**

```bash
plm analytics multi-dimensional-filter
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics multi-dimensional-filter",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics optimized-filter

**Usage**

```bash
plm analytics optimized-filter
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics optimized-filter",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics custom-personalization

**Usage**

```bash
plm analytics custom-personalization
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics custom-personalization",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics custom-template

**Usage**

```bash
plm analytics custom-template
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics custom-template",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics custom-report-template

**Usage**

```bash
plm analytics custom-report-template
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics custom-report-template",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics personalization

**Usage**

```bash
plm analytics personalization
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics personalization",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics year-over-year

**Usage**

```bash
plm analytics year-over-year
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics year-over-year",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics volatility-analysis

**Usage**

```bash
plm analytics volatility-analysis
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics volatility-analysis",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics seasonal-analysis

**Usage**

```bash
plm analytics seasonal-analysis
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics seasonal-analysis",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics forecast-with-gaps

**Usage**

```bash
plm analytics forecast-with-gaps
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics forecast-with-gaps",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics custom-config-limits

**Usage**

```bash
plm analytics custom-config-limits
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics custom-config-limits",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics config-size-test

**Usage**

```bash
plm analytics config-size-test
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics config-size-test",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics versioned-config

**Usage**

```bash
plm analytics versioned-config
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics versioned-config",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics interpolated-trends

**Usage**

```bash
plm analytics interpolated-trends
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics interpolated-trends",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics extreme-event-forecast

**Usage**

```bash
plm analytics extreme-event-forecast
```

**Options**

- `--file <path>` — JSON/YAML payload
- `--format <fmt>` — output format _(default: `"json"`)_

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics extreme-event-forecast",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "JSON/YAML payload",
      "required": false,
      "default": null
    },
    {
      "flags": "--format <fmt>",
      "description": "output format",
      "required": false,
      "default": "json"
    }
  ],
  "subcommands": []
}
```

</details>

### plm analytics personalization-update

**Usage**

```bash
plm analytics personalization-update
```

**Options**

- `--file <path>`

<details>
<summary>Agent-readable summary</summary>

```json
{
  "command": "plm analytics personalization-update",
  "description": null,
  "arguments": [],
  "options": [
    {
      "flags": "--file <path>",
      "description": "",
      "required": false,
      "default": null
    }
  ],
  "subcommands": []
}
```

</details>