Taskline AI enables advanced natural language task management and project organization through Openclaw Skills and the MyTaskline.com platform.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install taskline
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 taskline 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 Taskline AI?
Taskline AI is a powerful integration for Openclaw Skills designed to bridge the gap between human conversation and structured project management. By utilizing the MyTaskline.com API, it allows users to manage their entire workflow—from simple to-do items to complex team assignments—using plain English. The skill acts as an intelligent dispatcher that understands the nuances of human requests, ensuring that your productivity tools work for you rather than requiring manual data entry.
This skill is particularly effective for users who want to stay in flow while managing tasks. It doesn't just record text; it interprets intent, identifies stakeholders, sets priorities, and organizes everything into projects automatically. As a core part of the Openclaw Skills ecosystem, Taskline AI provides a professional-grade interface for individual developers and small teams looking to leverage AI for better organization.
Taskline AI Use Cases
- Creating high-priority tasks with specific deadlines and project assignments using Openclaw Skills.
- Automating the delegation of tasks to specific people by identifying executors and stakeholders in natural language.
- Querying overdue tasks or generating productivity summaries through simple conversational prompts.
- Managing complex business scenarios where multiple entities like projects, dates, and priorities must be parsed simultaneously.
- Updating task statuses or priority levels without navigating through a web interface.
How Taskline AI Works
- The user provides a natural language command via the Openclaw Skills CLI entry point.
- The system utilizes an intent detection pipeline to classify the request as a creation, update, or query.
- A smart parsing engine extracts critical entities including project names, dates (relative and absolute), personnel roles, and priority markers.
- If the identified project does not exist, the skill intelligently creates it within the MyTaskline.com environment.
- The processed data is transmitted securely to the MyTaskline.com API using the user's personal API key.
- The skill returns a structured confirmation or the requested analytical report to the user.
Taskline AI Setup
- Create an account at MyTaskline.com.
- Navigate to your account Settings to generate a personal API key.
- Open your Openclaw Skills directory and locate
references/config.json. - Replace the placeholder
YOUR_TASKLINE_API_KEY_HEREwith your actual API key. - Test the installation by running the following command in your terminal:
python taskline.py "Add task: Verify my Openclaw Skills setup"
Taskline AI Data Schema & Taxonomy
Taskline AI organizes your workflow using a sophisticated metadata taxonomy:
| Component | Description |
|---|---|
| Tasks | Structured objects containing titles, descriptions, and status markers. |
| Projects | Contextual containers auto-created or matched based on the user's natural language. |
| People | Entities assigned as either 'Executors' (primary) or 'Stakeholders' (informed). |
| Priorities | Normalized values mapped from terms like 'urgent', 'high', or 'low'. |
| Dates | Smart timestamps generated from relative inputs like 'next Friday' or 'end of week'. |
Taskline AI Advanced Features
- Multi-Entity Parsing: Simultaneously handles projects, people, dates, and priorities in a single sentence.
- Intent-Based Routing: Automatically distinguishes between reporting, updating, and creation requests within Openclaw Skills.
- Context-Aware Analytics: Generates intelligent insights into overdue work and productivity trends.
- Role Assignment: Differentiates between primary task owners and stakeholders during the parsing process.
- Progressive Enhancement: Built-in logic to automatically adopt new platform features and handle API edge cases gracefully.
SKILL.md
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