A deterministic automation skill that transforms natural language into structured ClickUp operations, workspace hierarchies, and project diagnostics.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install clickup-operational
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install clickup-operational 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 Operational Master Skill?
The ClickUp Operational Master Skill is designed for users who require absolute precision in project management. Unlike standard integrations that may suffer from ambiguous states, this skill operates on a philosophy of deterministic actions—every command either succeeds with a verified confirmation or fails with an explicit, actionable error. It acts as an Operational Co-CEO, managing everything from high-level workspace architecture to granular task dependencies.
By leveraging the full ClickUp API documentation internally, this Openclaw Skills entry enables complex workflows like automated client onboarding, progress diagnosis, and intelligent task generation. It ensures that your project data remains consistent across ClickUp and your local AI brain system, including Mem0 and Neo4j integrations for long-term memory and relationship mapping.
ClickUp Operational Master Skill Use Cases
- Automating the creation of multi-phase client projects with predefined folder and list structures.
- Identifying project blockers and overdue tasks using the diagnostic engine.
- Orchestrating team assignments by matching task complexity with assignee velocity.
- Breaking down high-level project goals into technical tasks with automatic dependency mapping.
How ClickUp Operational Master Skill Works
- The Natural Language Parser receives user intent and converts it into structured API commands.
- The skill performs a pre-execution validation to ensure all lists, spaces, and assignees exist.
- API calls are executed with built-in rate limit handling and exponential backoff.
- Every operation is verified post-execution to ensure the hierarchy matches the requested state.
- Success data is synced to the local brain system (SQLite, Neo4j, and Mem0) for historical context and reporting.
ClickUp Operational Master Skill Setup
To deploy this skill within your environment, follow these steps:
# Navigate to your Openclaw skills directory
cd ~/.openclaw/workspace/skills/clickup-operational/
# Install the necessary Python dependencies
pip install -r requirements.txt
# Initialize the ClickUp operational CLI
python scripts/clickup_op.py --setup
Ensure your ClickUp API token is configured in your environment variables to allow this Openclaw Skills component to authenticate.
ClickUp Operational Master Skill Data Schema & Taxonomy
The skill maintains a rigorous data taxonomy to ensure project integrity:
| Level | Description |
|---|---|
| Hierarchy | Maps Workspace > Space > Folder > List > Task structure. |
| Metadata | Includes custom fields for budget, priority, and platform-specific tags. |
| Brain Sync | Stores operation outcomes in SQLite and relationship graphs in Neo4j. |
| Diagnostics | Generates JSON reports on task velocity, blockers, and estimated ETAs. |
ClickUp Operational Master Skill Advanced Features
- Predictive timeline estimation based on historical team performance.
- Automated resource allocation to prevent team member burnout.
- Multi-step rollback mechanism to prevent partial workspace creation on API failure.
- Deep integration with local memory systems for context-aware project queries.
SKILL.md
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