> ## Documentation Index
> Fetch the complete documentation index at: https://adp-doc.laiye.com/llms.txt
> Use this file to discover all available pages before exploring further.

# ADP Skills

> Laiye ADP Skill collection for connecting enterprise-grade document processing across agent platforms.

## Overview

**adp-skills** is a ready-to-use Skill collection from Laiye ADP. It combines vision language models, large language models, and agentic decision-making to upgrade rule-based field extraction into goal-driven document automation.

<Card title="GitHub repository" icon="github" href="https://github.com/laiye-ai-repos/adp-skill">
  laiye-ai-repos/adp-skill
</Card>

## Key advantages

<CardGroup cols="2">
  <Card title="Multimodal without labeling" icon="wand-magic-sparkles">
    Combine visual understanding and semantic understanding. Define extraction needs with natural language without sample labeling or model training.
  </Card>

  <Card title="100+ languages" icon="globe">
    Process Chinese, English, French, Southeast Asian, European, and mixed-language documents with one model.
  </Card>

  <Card title="Self-learning iteration" icon="arrows-rotate">
    The agentic architecture records recognition deviations and improves with usage.
  </Card>

  <Card title="Ready to use" icon="plug">
    Start document processing tasks through conversational workflows.
  </Card>
</CardGroup>

## Architecture: point, line, and surface

| Layer                                    | Role                                                | Example                                                                  |
| ---------------------------------------- | --------------------------------------------------- | ------------------------------------------------------------------------ |
| **Point: parsing and extraction**        | Understand documents and extract fields accurately. | Extract amount, date, and supplier from an Global Invoice.               |
| **Line: end-to-end process**             | Connect multiple steps into automated workflows.    | Invoice extraction → contract matching → amount verification → ERP sync. |
| **Surface: human-in-the-loop iteration** | Use human corrections to drive continuous learning. | Adapt to Italian invoice decimal notation after repeated corrections.    |

## Skill categories

<Tabs>
  <Tab title="Limited-time free">
    | Skill                           | Description                                                                                                                                                     |
    | ------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------- |
    | **Global Invoice Free Edition** | High-accuracy extraction for invoices, bills, and receipts across formats and languages. Designed for cross-border finance, automation, and system integration. |
  </Tab>

  <Tab title="General">
    | Skill                                     | Description                                                                                                                                                                                      |
    | ----------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
    | **Agentic Document Parsing & Extraction** | AI-powered high-frequency document parsing and key field extraction for invoices, orders, receipts, long text, and IDs. Supports reusable custom templates, batch concurrency, and human review. |
  </Tab>

  <Tab title="Specialized">
    | Skill                                         | Description                                                                                            |
    | --------------------------------------------- | ------------------------------------------------------------------------------------------------------ |
    | **global-invoice-recognition-and-extraction** | Multilingual and multi-currency global invoice recognition and extraction with structured JSON output. |
    | **Universal Document Parsing**                | Parse 10+ formats and output JSON or Markdown while preserving headings, tables, lists, and layout.    |
  </Tab>

  <Tab title="Scenario">
    | Skill                           | Description                                                                                                                                        |
    | ------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------- |
    | **invoice-extractor-from-mail** | Automatically fetch invoice attachments from email with IMAP or OAuth, extract fields in batches, and export results to Excel or business systems. |
  </Tab>
</Tabs>

## General workflow

### Step 1: Install ADP CLI

```bash theme={null}
# Recommended: npm across platforms
npm install -g @laiye-adp/agentic-doc-parse-and-extract-cli
```

```bash theme={null}
# Linux / macOS
curl -fsSL https://raw.githubusercontent.com/laiye-ai/adp-cli/main/scripts/adp-init.sh | bash
```

```powershell theme={null}
# Windows PowerShell
irm https://raw.githubusercontent.com/laiye-ai/adp-cli/main/scripts/adp-init.ps1 | iex
```

### Step 2: Get an API key

<Info>
  New users receive **100 free credits** each month.
</Info>

| Region | Login URL                                             | API base URL                    |
| ------ | ----------------------------------------------------- | ------------------------------- |
| Global | [adp-global.laiye.com](https://adp-global.laiye.com/) | `https://adp-global.laiye.com/` |

```bash theme={null}
adp config set --api-key <your-api-key>
adp config set --api-base-url https://adp-global.laiye.com
adp config get
```

### Step 3: Get an app ID

| `app_type` | Type                                                      |
| ---------- | --------------------------------------------------------- |
| `0`        | Out-of-the-box application. `app_id` starts with `ootb_`. |
| `1`        | Custom application created by the user.                   |

## Connect to agent platforms

<CardGroup cols="2">
  <Card title="OpenClaw / Claude" icon="robot">
    ```bash theme={null}
    openclaw skills install agentic-doc-parse-and-extract
    ```
  </Card>

  <Card title="Tencent WorkBuddy" icon="comments">
    Enter: I want to use this skill [https://github.com/laiye-ai/adp-cli](https://github.com/laiye-ai/adp-cli)
  </Card>

  <Card title="Manus" icon="box">
    Download the Skill package, upload it to the platform, and follow the prompts to configure authentication.
  </Card>

  <Card title="Internal enterprise platforms" icon="building">
    Download the CLI Skill package from GitHub, NPM, or PyPI and add it to your agent platform.
  </Card>
</CardGroup>

## Common scenarios

<AccordionGroup>
  <Accordion title="Cross-border procurement: Global Invoice processing">
    A finance user can say: "Summarize today's Global Invoices into Excel." ADP scans emails, finds attachments, extracts fields, cross-checks data, and generates a summary report.
  </Accordion>

  <Accordion title="Trade logistics: multi-document consistency review">
    A document specialist can say: "Check whether the shipper, receiver, and goods information are consistent across these documents." ADP parses invoices, packing lists, delivery notes, and other documents, then outputs exceptions.
  </Accordion>
</AccordionGroup>

## Resources

<CardGroup cols="2">
  <Card title="ClawHub" icon="store" href="https://clawhub.ai/Jeane-li/laiye-doc-processing">
    Install from ClawHub
  </Card>

  <Card title="GitHub Repo" icon="github" href="https://github.com/laiye-ai-repos/adp-skill">
    View all Skill source code
  </Card>

  <Card title="Official website" icon="globe" href="https://adp-global.laiye.com/">
    ADP Global website
  </Card>

  <Card title="Feedback" icon="bug" href="https://github.com/laiye-ai-repos/adp-skill/issues">
    GitHub Issues
  </Card>
</CardGroup>