Clio Manage Integration for AI Agents for Openclaw

A specialized integration that enables AI agents to manage legal records and automate workflows within the Clio platform using the Membrane CLI.

gora050
v1.0.1
May 1, 2026
0
414
0

Install & Download

1. ClawHub CLI

The fastest way to install a skill directly from the registry.

npx clawhub@latest install clio-manage

2. Manual Installation

Copy the skill folder to one of these locations

Global
~/.openclaw/skills/
Workspace
<project>/skills/

Priority: Workspace > Local > Bundled

3. Prompt Installation

Copy this prompt to OpenClaw to install it automatically.

Help me install clio-manage using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).

Prefer to download?

Get the raw skill files in a ZIP archive.

What is Clio Manage Integration for AI Agents?

The Clio Manage skill for Openclaw Skills provides a robust framework for AI agents to interact with the Clio legal practice management platform. It leverages the Membrane CLI to simplify complex integration tasks, specifically focusing on the management of core Records. By utilizing this skill, developers can grant their agents the ability to create, read, update, and delete Clio data without manually managing OAuth tokens or authentication plumbing.

This integration is designed to be developer-friendly, offering a bridge between high-level agent intents and the technical Clio API. It ensures that agents can focus on the business logic of legal automation while Membrane handles the underlying secure communication and credential refreshing server-side.

Clio Manage Integration for AI Agents Use Cases

  • Automatically creating and updating legal records and matters within Clio Manage based on agent conversations.
  • Listing and retrieving client record history for automated legal research and reporting.
  • Discovering available Clio actions using natural language queries to simplify agent tool selection.
  • Performing bulk data updates or cleanup tasks within the Clio ecosystem using programmed agent logic.

How Clio Manage Integration for AI Agents Works

  1. The AI agent initiates the environment by installing and logging into the Membrane CLI to establish a secure session.
  2. A connection to the Clio domain is ensured, triggering an automated OAuth flow managed by the Membrane infrastructure.
  3. The agent monitors the connection state, waiting for a READY status or prompting the user if manual intervention is required.
  4. Using natural language intent search, the agent identifies the specific Clio actions needed for the current task.
  5. The agent executes the selected actions or sends direct proxy requests to the Clio API, with authentication headers automatically injected by the system.

Clio Manage Integration for AI Agents Setup

Install the required Membrane CLI globally:

npm install -g @membranehq/cli@latest

Authenticate the session for your specific agent type:

membrane login --tenant --clientName=openclaw

Establish a connection to the Clio environment:

membrane connection ensure "https://clio.com" --json

If the connection is building, poll until it is ready:

npx @membranehq/cli connection get <id> --wait --json

Clio Manage Integration for AI Agents Data Schema & Taxonomy

The skill interacts with the Clio data model primarily through Records and Actions. Below is the primary metadata structure:

Component Type Description
Records Core Entity The primary data objects in Clio Manage (CRUD supported).
Actions Metadata Pre-built logic blocks for specific tasks, discoverable via natural language.
Connections Infrastructure Metadata tracking the state of OAuth and API access for the Clio tenant.
Proxy Requests API Layer Direct access to the Clio API surface with automated header management.

Clio Manage Integration for AI Agents Advanced Features

  • Natural language discovery allows agents to find the correct tool for an intent without hardcoded IDs.
  • Transparent credential refresh ensures long-running agent tasks never fail due to expired OAuth tokens.
  • Headless environment support allows for manual code entry when interactive browsers are unavailable.
  • Comprehensive JSON output mode for all CLI commands enables precise programmatic parsing by AI agents.
  • Proxy request capability provides an escape hatch to access the full Clio API beyond pre-defined actions.

SKILL.md


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