# Requirements Checklist Extractor (`westerly_palisade/requirements-extract-by-dravara`) Actor

Turn a brief, request, or specification into requirements, acceptance checks, constraints, dependencies, and unknowns. Returns only source-backed JSON.

- **URL**: https://apify.com/westerly\_palisade/requirements-extract-by-dravara.md
- **Developed by:** [Dravara LLC](https://apify.com/westerly_palisade) (community)
- **Categories:** AI, Developer tools, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.05 / requirements extracted

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/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — 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

## Requirements Checklist Extractor

Turn a brief, request, or specification into requirements, acceptance checks, constraints, dependencies, and unknowns. Returns only source-backed JSON.

Start one run with the documented input and read the one JSON row from the default dataset. The Actor does not browse public websites, use Standby mode, or invent missing source values.

Creator event: `requirements-extracted` at $0.05 per successful result.

Cost protection: model-backed requests accept at most 16 KiB of combined UTF-8 prompt and controls. Oversize requests do not call the model. See the live Pricing tab for current charges.

# Actor input Schema

## `source_text` (type: `string`):

Source text to convert into a reviewable checklist.

## Actor input object example

```json
{
  "source_text": "The export must be CSV and finish within 30 seconds for 10,000 rows. Users should be able to choose a date range. Authentication is not specified."
}
```

# Actor output Schema

## `results` (type: `string`):

Default dataset items.

# 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 = {
    "source_text": "The export must be CSV and finish within 30 seconds for 10,000 rows. Users should be able to choose a date range. Authentication is not specified."
};

// Run the Actor and wait for it to finish
const run = await client.actor("westerly_palisade/requirements-extract-by-dravara").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 = { "source_text": "The export must be CSV and finish within 30 seconds for 10,000 rows. Users should be able to choose a date range. Authentication is not specified." }

# Run the Actor and wait for it to finish
run = client.actor("westerly_palisade/requirements-extract-by-dravara").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{
  "source_text": "The export must be CSV and finish within 30 seconds for 10,000 rows. Users should be able to choose a date range. Authentication is not specified."
}' |
apify call westerly_palisade/requirements-extract-by-dravara --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,westerly_palisade/requirements-extract-by-dravara"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/dggqZpU0SnbdspSvh/builds/AKrms3MbBlk8X6VP0/openapi.json