# Skool Classroom Scraper — Videos, Lessons, Transcripts (`scrapersdelight/skool-classroom-scraper`) Actor

Download Skool classroom videos, lessons, transcripts & attachments from any community. Gets the full course tree, every lesson's video URL (native Mux + Loom/YouTube/Vimeo) and caption transcript. No login for public communities; add your own Skool cookie for member-only classrooms.

- **URL**: https://apify.com/scrapersdelight/skool-classroom-scraper.md
- **Developed by:** [Scrapers Delight](https://apify.com/scrapersdelight) (community)
- **Categories:** AI, Videos, Automation
- **Stats:** 3 total users, 2 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.00 / 1,000 lot scrapeds

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## Skool Classroom Scraper — Videos, Lessons, Transcripts & Attachments

**Download Skool classroom videos, lessons, transcripts & attachments from any community.** Give it a community and it returns the full course → module → lesson tree — titles, order, descriptions, attachments, the playable video URL for **every** lesson (Loom, YouTube, Vimeo embeds **and** Skool's native Mux uploads), and the caption transcript where one exists. Public/free communities need no login. For member-only classrooms, add your own Skool login cookie.

It reads Skool's own server-rendered page data — fast, no browser farm.

---

### What it does

Skool is a Next.js app: every classroom page server-renders the course tree into the page, and ships each selected lesson's native video. This actor walks the whole tree and, for every lesson, returns:

- 🌳 **Full classroom tree** — courses → modules → lessons, in original order
- 📝 **Description** — clean plain text from each lesson's rich-text body
- 📎 **Attachments** — link resources (with the real URL) + uploaded files (name, type, file id)
- 🎬 **Video URL** — Loom / YouTube / Vimeo embeds, **plus** Skool native (Mux) uploads resolved to a playable HLS stream — for **every** lesson, not just the first
- 🗣️ **Transcript** — pulled from the native-video caption track when one exists (else `null` — never faked)
- 🔒 **needs_auth** flag for lessons gated to members

---

### Output fields (one record per lesson)

- 🏷️ `community`, `course_id`, `course_title`, `course_privacy`
- 🧭 `module_path`, `lesson_id`, `lesson_title`, `lesson_order`
- 📝 `description`, 📎 `attachments[]`
- ▶️ `media_url`, `media_type` (`embed` | `mux`), ⏱️ `video_length_ms`, 🖼️ `video_thumbnail`
- 🗣️ `transcript`, 🔒 `needs_auth`, ✨ `is_new` (monitor), 🕒 `scraped_at`

Each `attachments[]` entry is either a **link** (`{type:"link", title, url}`) or an uploaded **file** (`{type:"file", title, file_name, content_type, file_id}`). Skool serves uploaded files behind auth, so files have no public download URL — open the lesson to download them (`file_url` is `null`, with a `download_note`). Link attachments carry the real, public `url`.

---

### Who it's for

- 🗄️ **Community owners** backing up / archiving classroom content
- 🤖 **AI / RAG builders** turning course material into clean structured text + transcripts
- 📚 **Course operators** auditing structure, lessons, and attachments at scale
- 🔁 **Migration teams** moving a classroom's outline + media to another platform

---

### How to use it

1. Click **Try for free**.
2. Enter one or more **communities** (e.g. `ai-automation-society`) or full `skool.com/<slug>` URLs.
3. *(Member-only classrooms)* paste **your own Skool login cookie** into `skoolCookie` — public communities need nothing.
4. Click **Start**, then open the **Dataset** tab to view/export.
5. *(Optional)* set **monitorMode** + a **Schedule** to capture new lessons as a classroom grows.

#### Quick start

```json
{ "communities": ["ai-automation-society"], "maxItems": 25, "resolveMedia": true }
````

***

### Input

| Field | What it does |
|-------|--------------|
| `communities` | Skool community slugs or `skool.com/<slug>` URLs |
| `skoolCookie` | *(optional)* **your own** Skool session cookie for member-only classrooms — never stored or logged |
| `maxItems` | cap on lessons returned (0 = all) |
| `resolveMedia` | resolve native-Mux video URL + captions for every lesson |
| `maxMediaResolves` | cap on native-video resolves per run (0 = no cap) |
| `includeLocked` | also list member-only courses you can't access (flagged) |
| `monitorMode`, `alertOnNewLesson` | recurring new-lesson watcher + alerts |
| `webhookUrl`, `slackWebhookUrl`, `emailRecipients` | alert channels |
| `proxyConfiguration`, `requestConcurrency` | proxy + parallelism |

***

### Output

Each lesson is one dataset record (fields above). Export to **JSON, CSV, Excel, HTML, or RSS**, or fetch via the **Apify API**.

***

### Pricing

Pay-per-event — you pay for results, not for time:

| Event | What it covers | Suggested price |
|-------|----------------|-----------------|
| `lot-scraped` | each lesson returned | ~$0.005 / lesson |
| `lot-detail-enriched` | each native-video URL + captions resolved | ~$0.004 / media |
| `monitor-run-completed` | each scheduled watch run | ~$0.05 / run |
| `new-lot-detected` | each new lesson found | ~$0.02 / lesson |
| `alert-delivered` | each Slack/email/webhook push | ~$0.005 / alert |

*(Final per-event prices are set on the actor's pricing page.)*

***

### How it compares

| | **This actor** | Typical Skool scraper | Leading Skool suite | Budget clone |
|---|---|---|---|---|
| Full course → module → lesson tree | ✅ | partial | ✅ | ❌ |
| Lesson descriptions + attachments | ✅ | ❌ | partial | ❌ |
| Native (Mux) video URL for **every** lesson | ✅ | ❌ | first lesson only | ❌ |
| Embed video URLs (Loom/YouTube/Vimeo) | ✅ | ✅ | ✅ | partial |
| Transcript from native captions | ✅ where present | ❌ | ❌ | ❌ |
| Bring-your-own-login for member content | ✅ | sometimes | ✅ | ❌ |
| New-lesson monitor + alerts | ✅ | ❌ | partial | ❌ |
| Pay-per-event (pay per lesson) | ✅ | monthly rental | monthly rental | per-result |

***

### How it gets every lesson's video

Skool only server-renders **one** lesson's video at a time (the selected one). This actor re-requests each lesson by id (`?md=<lesson_id>`) so it can resolve the native Mux playback URL and caption track for **every** lesson — not just the first. Embeds (Loom/YouTube/Vimeo) come straight from the tree with no extra fetch. No headless browser, no speech-to-text compute, no faked data.

***

### FAQ

**Do I need a Skool login?**
No, for public/free communities. For member-only or drip classrooms, paste your own Skool session cookie into `skoolCookie`.

**Where do I get my cookie?**
From your logged-in browser's `auth_token` cookie on `skool.com`. Paste the bare value or the full cookie string. It's used only for the request and never saved or logged.

**Does it download the video files?**
It returns the **video URL** (Loom/YouTube/Vimeo embed or a playable Mux HLS stream) plus metadata — not a re-hosted copy.

**Will every lesson have a transcript?**
Only native (Mux) videos with a caption track. Skool doesn't store transcripts, so when no caption track exists `transcript` is `null` (never faked). Loom/YouTube embeds keep their transcript on the host.

**Can it watch for new lessons?**
Yes — enable `monitorMode` and add a Schedule; it outputs/alerts only newly added lessons.

**How do I export?**
JSON, CSV, Excel, HTML, or RSS from the Dataset tab, or via the Apify API.

***

### Feedback

Want per-lesson Loom/YouTube transcript enrichment, file downloads, or another output field? Open an issue on the actor. </content> </invoke>

# Actor input Schema

## `communities` (type: `array`):

Skool communities whose classroom you want to extract — community slugs (e.g. ai-automation-society) or full https://www.skool.com/<slug> / .../classroom URLs. Public/free classrooms work with no login.

## `skoolCookie` (type: `string`):

OPTIONAL. To extract member-only / drip classrooms, paste YOUR OWN Skool session cookie — either the bare auth\_token value or the full cookie string from your logged-in browser. It is sent only as the request Cookie header, never stored or logged. Leave blank for public communities.

## `maxItems` (type: `integer`):

Hard cap on the number of lesson records returned across all courses (0 = all). Keeps demo/test runs light.

## `resolveMedia` (type: `boolean`):

For Skool's native (Mux) uploads, resolve the playable HLS video URL and pull the caption transcript if one exists (one fetch per native lesson, capped by Max media resolves). Loom/YouTube/Vimeo embed URLs are always returned from the page with no extra fetch.

## `maxMediaResolves` (type: `integer`):

Safety cap on how many native (Mux) lesson videos to resolve per run (each is one extra fetch). Keeps large runs fast and predictable. 0 = no cap.

## `includeLocked` (type: `boolean`):

Also emit a row for member-only courses you can't access (with needs\_auth=true and no content) so you can see the full classroom outline.

## `monitorMode` (type: `boolean`):

Recurring watcher: diff against the prior run's seen lessons (per community set) and output/alert ONLY new lessons. Pair with an Apify Schedule.

## `alertOnNewLesson` (type: `boolean`):

In monitor mode, deliver an alert for each new lesson via the channels below.

## `webhookUrl` (type: `string`):

POST endpoint for new-lesson alert payloads.

## `slackWebhookUrl` (type: `string`):

Slack incoming-webhook URL for formatted cards.

## `emailRecipients` (type: `array`):

Emails for the new-lesson digest (via apify/send-mail).

## `proxyConfiguration` (type: `object`):

Proxy settings. Datacenter rotation is plenty — Skool has no bot wall on the data path.

## `requestConcurrency` (type: `integer`):

Max parallel lesson/media fetches.

## `diagnose` (type: `boolean`):

Dev only. Logs the resolved community + first accessible course's lesson count + first lesson, then exits.

## Actor input object example

```json
{
  "communities": [
    "ai-automation-society"
  ],
  "maxItems": 25,
  "resolveMedia": true,
  "maxMediaResolves": 60,
  "includeLocked": false,
  "monitorMode": false,
  "alertOnNewLesson": true,
  "proxyConfiguration": {
    "useApifyProxy": true
  },
  "requestConcurrency": 8,
  "diagnose": false
}
```

# Actor output Schema

## `lessons` (type: `string`):

The dataset of extracted lessons (one item per lesson).

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "communities": [
        "ai-automation-society"
    ],
    "maxItems": 25
};

// Run the Actor and wait for it to finish
const run = await client.actor("scrapersdelight/skool-classroom-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "communities": ["ai-automation-society"],
    "maxItems": 25,
}

# Run the Actor and wait for it to finish
run = client.actor("scrapersdelight/skool-classroom-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "communities": [
    "ai-automation-society"
  ],
  "maxItems": 25
}' |
apify call scrapersdelight/skool-classroom-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=scrapersdelight/skool-classroom-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Skool Classroom Scraper — Videos, Lessons, Transcripts",
        "description": "Download Skool classroom videos, lessons, transcripts & attachments from any community. Gets the full course tree, every lesson's video URL (native Mux + Loom/YouTube/Vimeo) and caption transcript. No login for public communities; add your own Skool cookie for member-only classrooms.",
        "version": "0.1",
        "x-build-id": "QdWtofSar2jWJ9odL"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scrapersdelight~skool-classroom-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scrapersdelight-skool-classroom-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scrapersdelight~skool-classroom-scraper/runs": {
            "post": {
                "operationId": "runs-sync-scrapersdelight-skool-classroom-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scrapersdelight~skool-classroom-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-scrapersdelight-skool-classroom-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "communities": {
                        "title": "Skool communities",
                        "type": "array",
                        "description": "Skool communities whose classroom you want to extract — community slugs (e.g. ai-automation-society) or full https://www.skool.com/<slug> / .../classroom URLs. Public/free classrooms work with no login.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "skoolCookie": {
                        "title": "Your Skool login cookie (member-only data)",
                        "type": "string",
                        "description": "OPTIONAL. To extract member-only / drip classrooms, paste YOUR OWN Skool session cookie — either the bare auth_token value or the full cookie string from your logged-in browser. It is sent only as the request Cookie header, never stored or logged. Leave blank for public communities."
                    },
                    "maxItems": {
                        "title": "Max lessons",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Hard cap on the number of lesson records returned across all courses (0 = all). Keeps demo/test runs light.",
                        "default": 50
                    },
                    "resolveMedia": {
                        "title": "Resolve native-video media + captions",
                        "type": "boolean",
                        "description": "For Skool's native (Mux) uploads, resolve the playable HLS video URL and pull the caption transcript if one exists (one fetch per native lesson, capped by Max media resolves). Loom/YouTube/Vimeo embed URLs are always returned from the page with no extra fetch.",
                        "default": true
                    },
                    "maxMediaResolves": {
                        "title": "Max media resolves",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Safety cap on how many native (Mux) lesson videos to resolve per run (each is one extra fetch). Keeps large runs fast and predictable. 0 = no cap.",
                        "default": 60
                    },
                    "includeLocked": {
                        "title": "Include locked courses",
                        "type": "boolean",
                        "description": "Also emit a row for member-only courses you can't access (with needs_auth=true and no content) so you can see the full classroom outline.",
                        "default": false
                    },
                    "monitorMode": {
                        "title": "Monitor mode (new-lesson watcher)",
                        "type": "boolean",
                        "description": "Recurring watcher: diff against the prior run's seen lessons (per community set) and output/alert ONLY new lessons. Pair with an Apify Schedule.",
                        "default": false
                    },
                    "alertOnNewLesson": {
                        "title": "Alert on new lessons",
                        "type": "boolean",
                        "description": "In monitor mode, deliver an alert for each new lesson via the channels below.",
                        "default": true
                    },
                    "webhookUrl": {
                        "title": "Webhook URL",
                        "type": "string",
                        "description": "POST endpoint for new-lesson alert payloads."
                    },
                    "slackWebhookUrl": {
                        "title": "Slack webhook URL",
                        "type": "string",
                        "description": "Slack incoming-webhook URL for formatted cards."
                    },
                    "emailRecipients": {
                        "title": "Email recipients",
                        "type": "array",
                        "description": "Emails for the new-lesson digest (via apify/send-mail).",
                        "items": {
                            "type": "string"
                        }
                    },
                    "proxyConfiguration": {
                        "title": "Proxy",
                        "type": "object",
                        "description": "Proxy settings. Datacenter rotation is plenty — Skool has no bot wall on the data path.",
                        "default": {
                            "useApifyProxy": true
                        }
                    },
                    "requestConcurrency": {
                        "title": "Request concurrency",
                        "minimum": 1,
                        "maximum": 10,
                        "type": "integer",
                        "description": "Max parallel lesson/media fetches.",
                        "default": 8
                    },
                    "diagnose": {
                        "title": "Diagnostic mode (dev)",
                        "type": "boolean",
                        "description": "Dev only. Logs the resolved community + first accessible course's lesson count + first lesson, then exits.",
                        "default": false
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
