# Actor README Generator Agent (`jkuzz/actor-readme-generator-agent`) Actor

Generates a README for an Apify Actor using an AI Agent. You only need to provide the actor id to generate a readable and SEO optimized README for the Actor. The generation process utilizes Apify's Official README Guide. This Agent is open source (link in readme).

- **URL**: https://apify.com/jkuzz/actor-readme-generator-agent.md
- **Developed by:** [Jan Kuželík](https://apify.com/jkuzz) (community)
- **Categories:** AI, Open source, Agents
- **Stats:** 22 total users, 0 monthly users, 100.0% runs succeeded, 5 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per event

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

[![Actor README Generator Agent](https://apify.com/actor-badge?actor=jkuzz/actor-readme-generator-agent)](https://apify.com/jkuzz/actor-readme-generator-agent)

## Actor README Generator Agent

This is an open source Apify Actor agent. You can find the source code at https://github.com/Jkuzz/actor-readme-generator

### Introduction and Features

The Actor README Generator is designed to automate the generation of structured README files for Apify Actors. It simplifies the process of creating well-organized and SEO-optimized documentation for your actor, ensuring that all critical information is included.

#### Key Functionalities:

-   Generates README files based on Actor input schema.
-   Provides pricing information based on usage scenarios.
-   Supports various input models, including OpenAI's gpt-4o and gpt-4o-mini.
-   Enables debugging for easier troubleshooting.

#### Pricing Model:

The pricing model for the AI Actor README Generator is based on a pay-per-event system. Here are the key pricing details:

| Event Title                                 | Description                                                 | Price (USD) |
| ------------------------------------------- | ----------------------------------------------------------- | ----------- |
| Actor start per 1 GB                        | Flat fee for starting an Actor run for each 1 GB of memory. | $0.005      |
| Price per 100 OpenAI tokens for gpt-4o      | Flat fee for each 100 gpt-4o tokens used.                   | $0.001      |
| Price per 100 OpenAI tokens for gpt-4o-mini | Flat fee for each 100 gpt-4o-mini tokens used.              | $0.00006    |

### How to Use Actor README Generator

#### Step-by-step Guide:

1. Input the Actor ID and select your desired OpenAI model (gpt-4o or gpt-4o-mini).
2. Optionally enable debug mode for detailed output during execution.
3. Run the Actor to generate a structured README file.

#### Example of Input

```json
{
    "actorId": "JOHAgNsmklA9ZBl7Y",
    "modelName": "gpt-4o-mini",
    "debug": false
}
````

#### Expected Output

The output will be a structured README in Markdown format, including details such as:

- Actor functionalities
- Pricing model
- Input and output examples
- FAQs and support information

### FAQ

#### What is the pricing for using this Actor?

This Actor follows a pay-per-event pricing model, where fees are incurred based on memory usage and OpenAI token consumption.

#### Can I use this Actor without coding experience?

Yes, the Actor is designed to be user-friendly and requires no coding knowledge to operate effectively.

#### How can I seek support if I encounter issues?

For support, you can refer to the [official documentation](https://apify.com) or reach out through the support channels provided on the Apify platform.

# Actor input Schema

## `actorId` (type: `string`):

Apify id of the actor to generate the README for. All necessary information will be fetched from the Actor automatically.

## `modelName` (type: `string`):

The OpenAI model to use. Currently supported models are gpt-4o and gpt-4o-mini.

## `debug` (type: `boolean`):

If enabled, the Actor will run in debug mode and produce more output.

## Actor input object example

```json
{
  "actorId": "JOHAgNsmklA9ZBl7Y",
  "modelName": "gpt-4o-mini",
  "debug": false
}
```

# 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 = {
    "actorId": "JOHAgNsmklA9ZBl7Y",
    "modelName": "gpt-4o-mini"
};

// Run the Actor and wait for it to finish
const run = await client.actor("jkuzz/actor-readme-generator-agent").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 = {
    "actorId": "JOHAgNsmklA9ZBl7Y",
    "modelName": "gpt-4o-mini",
}

# Run the Actor and wait for it to finish
run = client.actor("jkuzz/actor-readme-generator-agent").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 '{
  "actorId": "JOHAgNsmklA9ZBl7Y",
  "modelName": "gpt-4o-mini"
}' |
apify call jkuzz/actor-readme-generator-agent --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=jkuzz/actor-readme-generator-agent",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Actor README Generator Agent",
        "description": "Generates a README for an Apify Actor using an AI Agent. You only need to provide the actor id to generate a readable and SEO optimized README for the Actor. The generation process utilizes Apify's Official README Guide. This Agent is open source (link in readme).",
        "version": "1.0",
        "x-build-id": "JAuydEmjpq0qdvy5z"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/jkuzz~actor-readme-generator-agent/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-jkuzz-actor-readme-generator-agent",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/jkuzz~actor-readme-generator-agent/runs": {
            "post": {
                "operationId": "runs-sync-jkuzz-actor-readme-generator-agent",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/jkuzz~actor-readme-generator-agent/run-sync": {
            "post": {
                "operationId": "run-sync-jkuzz-actor-readme-generator-agent",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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",
                "required": [
                    "actorId"
                ],
                "properties": {
                    "actorId": {
                        "title": "Actor ID",
                        "type": "string",
                        "description": "Apify id of the actor to generate the README for. All necessary information will be fetched from the Actor automatically."
                    },
                    "modelName": {
                        "title": "OpenAI model",
                        "enum": [
                            "gpt-4o",
                            "gpt-4o-mini"
                        ],
                        "type": "string",
                        "description": "The OpenAI model to use. Currently supported models are gpt-4o and gpt-4o-mini.",
                        "default": "gpt-4o-mini"
                    },
                    "debug": {
                        "title": "Debug",
                        "type": "boolean",
                        "description": "If enabled, the Actor will run in debug mode and produce more output.",
                        "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
