ClickUp Pro for Openclaw

An AI-enhanced project management extension for ClickUp that automates task prioritization, time tracking, and standup reporting.

aiwithabidi
v1.0.0
Feb 26, 2026
0
386
0

Install & Download

1. ClawHub CLI

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

npx clawhub@latest install clickup-pro

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 clickup-pro 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 ClickUp Pro?

ClickUp Pro is a comprehensive project management suite built to enhance the capabilities of Openclaw Skills by providing deep integration with the ClickUp API. It serves as a powerful bridge for AI agents to interact with workspaces, folders, and tasks, offering more than just basic CRUD operations. By utilizing advanced LLM logic, it helps users manage complex project hierarchies while maintaining high visibility into team performance and task status.

This skill is specifically designed for developers and project managers who utilize Openclaw Skills to automate their daily workflows. With its ability to handle custom fields, comments, and sophisticated time tracking, ClickUp Pro transforms a standard project management tool into an intelligent autonomous assistant. It ensures that every task is tracked, every minute is logged, and every priority is calculated with precision.

ClickUp Pro Use Cases

  • Automating daily standup summaries to keep teams informed on done, in-progress, and blocked tasks.
  • Utilizing AI to rank backlogs by urgency and importance for more effective sprint planning.
  • Tracking billable hours directly through the agent interface with integrated start/stop timers.
  • Managing complex project structures across multiple ClickUp workspaces and spaces.
  • Streamlining team communication by automatically adding progress comments to specific tasks.

How ClickUp Pro Works

  1. The user configures the environment with a ClickUp API key and an optional OpenRouter API key for AI features.
  2. The skill connects to the ClickUp API to map out the organizational structure, including teams, spaces, and folders.
  3. Openclaw Skills users issue commands to retrieve list details or modify task metadata such as status, priority, and assignees.
  4. For AI-driven tasks, the system sends task context to an LLM to generate importance scores or summarize project status.
  5. All changes, including time logs and comments, are instantly synced to the ClickUp platform for the rest of the team.

ClickUp Pro Setup

To get started with this skill for Openclaw Skills, set your environment variables:

export CLICKUP_API_KEY="your_personal_api_token"
export OPENROUTER_API_KEY="your_openrouter_token" # Required for AI features

Verify the installation by listing your workspaces:

python3 scripts/clickup_api.py workspaces

ClickUp Pro Data Schema & Taxonomy

ClickUp Pro organizes data based on the standard ClickUp hierarchy and task metadata requirements:

Level Data Points Description
Workspace Team ID, Name The highest level of organization
Task ID, Name, Priority, Status, Assignee Core unit of work with support for priority levels 1-4
Time Entry Duration (MS), Description Time tracking data stored in milliseconds
AI Metrics Urgency Score, Importance Score Calculated values used for task prioritization
Custom Fields Key, Value Pairs Support for reading and writing unique project attributes

ClickUp Pro Advanced Features

  • AI task prioritization that calculates a weighted score based on urgency and importance using Openclaw Skills.
  • Automated standup generator that synthesizes task statuses into a concise report for team leads.
  • Full time tracking lifecycle management, including starting, stopping, and manual logging of time entries.
  • Support for custom field manipulation, allowing for highly specific business logic integration.
  • Advanced task filtering by status, assignee, and subtask inclusion for granular data retrieval.

SKILL.md


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