Auto Workflow is a proactive tool designed to identify and transform repetitive manual tasks into efficient, automated execution scripts.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install auto-workflow
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 auto-workflow 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 Auto Workflow?
Auto Workflow is a sophisticated capability within the ecosystem of Openclaw Skills specifically engineered to eliminate manual toil. Rather than simply responding to queries, this skill adopts a proactive mindset to identify patterns in a user's behavior. When it detects repetitive actions—such as manual data entry, system status checks, or periodic report generation—it moves to abstract that logic into a permanent, automated solution.
By leveraging the power of Openclaw Skills, the agent acts as a developer-centric automation architect. It analyzes the input of repetitive tasks and generates high-quality output in the form of automation workflows and executable scripts. This ensures that technical professionals can reduce manual work and focus on high-impact architectural decisions while the agent handles the routine operational overhead.
Auto Workflow Use Cases
- Automating the collection and formatting of weekly system reports.
- Reducing manual work for recurring file organization or data cleanup tasks.
- Streamlining multi-step email notification processes based on specific triggers.
- Converting complex, multi-command CLI sequences into reusable scripts using Openclaw Skills.
- Identifying and automating any task that follows a predictable, repeating pattern.
How Auto Workflow Works
- Observation: The agent monitors user interactions to identify where repetitive manual work is occurring.
- Abstraction: It analyzes the task to define the underlying logic, triggers, and data requirements.
- Design: The skill drafts a plan for how the automation will be structured and executed.
- Implementation: The agent generates the necessary automation scripts or configuration files.
- Testing: A small-scale validation is performed to ensure the workflow executes correctly without side effects.
- Optimization: The workflow is iteratively improved based on execution logs and user feedback within the Openclaw Skills framework.
Auto Workflow Setup
To get started with Auto Workflow, ensure your agent environment is configured to support script execution and task scheduling.
# Enable the auto-workflow skill within your agent environment
openclaw skill install auto-workflow
# Define your preferred scripting language (e.g., Python or Bash)
openclaw config set workflow_language python
# Provide the necessary permissions for script execution
chmod +x ./automation_scripts/*.sh
Auto Workflow Data Schema & Taxonomy
Auto Workflow organizes its automation logic and metadata using a structured schema to ensure maintainability.
| Component | Purpose | Typical Format |
|---|---|---|
| Workflow Script | The executable logic of the automation | .py, .sh, .js |
| Pattern Metadata | Information about when and why the task triggers | JSON |
| Execution Logs | Detailed history of automation runs and errors | .log |
| Templates | Reusable structures for reports or messages | .md, .html |
This structure allows Openclaw Skills to manage complex dependencies between different automated tasks.
Auto Workflow Advanced Features
- Proactive Automation: The skill can suggest and build workflows before the user explicitly asks for them.
- Multi-Agent Chaining: Integrate with other Openclaw Skills to create end-to-end pipelines across different domains.
- Self-Healing Workflows: Automatically retry failed tasks or alert the user with specific diagnostic data.
- Cron Integration: Support for scheduled background execution of scripts for continuous system maintenance.
SKILL.md
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