ADP Skills

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.

GitHub repository

laiye-ai-repos/adp-skill

Key advantages

Multimodal without labeling

Combine visual understanding and semantic understanding. Define extraction needs with natural language without sample labeling or model training.

100+ languages

Process Chinese, English, French, Southeast Asian, European, and mixed-language documents with one model.

Self-learning iteration

The agentic architecture records recognition deviations and improves with usage.

Ready to use

Start document processing tasks through conversational workflows.

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

Limited-time free
General
Specialized
Scenario

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.

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.

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.

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.

General workflow

Step 1: Install ADP CLI

# Recommended: npm across platforms
npm install -g @laiye-adp/agentic-doc-parse-and-extract-cli

# Linux / macOS
curl -fsSL https://raw.githubusercontent.com/laiye-ai/adp-cli/main/scripts/adp-init.sh | bash

# Windows PowerShell
irm https://raw.githubusercontent.com/laiye-ai/adp-cli/main/scripts/adp-init.ps1 | iex

Step 2: Get an API key

New users receive 100 free credits each month.

Region	Login URL	API base URL
Global	adp-global.laiye.com	`https://adp-global.laiye.com/`

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

OpenClaw / Claude

openclaw skills install agentic-doc-parse-and-extract

Tencent WorkBuddy

Enter: I want to use this skill https://github.com/laiye-ai/adp-cli

Manus

Download the Skill package, upload it to the platform, and follow the prompts to configure authentication.

Internal enterprise platforms

Download the CLI Skill package from GitHub, NPM, or PyPI and add it to your agent platform.

Common scenarios

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.

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.

Resources

ClawHub

Install from ClawHub

GitHub Repo

View all Skill source code

Official website

ADP Global website

Feedback

GitHub Issues

Product docs

Other docs

Overview

GitHub repository

Key advantages

Multimodal without labeling

100+ languages

Self-learning iteration

Ready to use

Architecture: point, line, and surface

Skill categories

General workflow

Step 1: Install ADP CLI

Step 2: Get an API key

Step 3: Get an app ID

Connect to agent platforms

OpenClaw / Claude

Tencent WorkBuddy

Manus

Internal enterprise platforms

Common scenarios

Resources

ClawHub

GitHub Repo

Official website

Feedback

​Overview

GitHub repository

​Key advantages

Multimodal without labeling

100+ languages

Self-learning iteration

Ready to use

​Architecture: point, line, and surface

​Skill categories

​General workflow

​Step 1: Install ADP CLI

​Step 2: Get an API key

​Step 3: Get an app ID

​Connect to agent platforms

OpenClaw / Claude

Tencent WorkBuddy

Manus

Internal enterprise platforms

​Common scenarios

​Resources

ClawHub

GitHub Repo

Official website

Feedback

Overview

Key advantages

Architecture: point, line, and surface

Skill categories

General workflow

Step 1: Install ADP CLI

Step 2: Get an API key

Step 3: Get an app ID

Connect to agent platforms

Common scenarios

Resources