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Auto Workflow
by
xaiohuangningde
· GitHub ↗
· v1.0.0
4416
Downloads
2
Stars
31
Active Installs
1
Versions
Install in OpenClaw
/install auto-workflow
Description
Builds automation workflows from repetitive tasks. Use when user mentions "automate", "save time", "reduce manual work", or has repeated tasks.
Usage Guidance
Install only if you are comfortable with an agent suggesting or creating automations. Before use, require explicit confirmation before any script is executed, any scheduled job is created, any email/message is sent, or any credentials or private files are used.
Capability Analysis
Type: OpenClaw Skill
Name: auto-workflow
Version: 1.0.0
The skill is classified as suspicious due to its core functionality and instructions in `SKILL.md`. It explicitly directs the AI agent to generate and execute scripts ('执行脚本', '写脚本/配置') for automation. Critically, the instruction '直接做，不等用户要求' (Do it directly, don't wait for user request) allows the agent to proactively create and potentially execute automation scripts without explicit, real-time user consent. This design choice presents a significant vulnerability, as it could lead to unintended or harmful actions, including potential remote code execution, if the agent misinterprets tasks or is subject to prompt injection.
Capability Assessment
Purpose & Capability
The stated purpose of building automation workflows and execution scripts is coherent, but the examples include scheduled execution and automatic email sending, which can affect local systems and external recipients if not tightly controlled.
Instruction Scope
The artifacts reportedly include broad activation language and the phrase “直接做，不等用户要求,” which materially weakens user-directed control for automation generation and possible execution.
Install Mechanism
No artifact-backed evidence shows a hidden installer, bundled executable payload, unusual install path, or supply-chain fetch-and-run behavior.
Credentials
The skill’s automation scope is under-defined for scripts, credentials, outbound messages, schedules, and system changes; those actions need explicit user confirmation and dry-run boundaries.
Persistence & Privilege
There is no evidence the skill itself installs persistence or escalates privileges, but generated scheduled workflows could create persistent behavior if the agent follows the examples without approval.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install auto-workflow - After installation, invoke the skill by name or use
/auto-workflow - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of auto-workflow skill:
- Identifies repetitive or manual tasks and automates them.
- Generates workflows and scripts based on user-described routines.
- Designed to respond when users mention automation, saving time, or reducing manual work.
- Employs a step-by-step process: observe, abstract, design, implement, test, and optimize.
- Encourages a proactive mindset—automate repeated actions as soon as they’re noticed.
Metadata
Frequently Asked Questions
What is Auto Workflow?
Builds automation workflows from repetitive tasks. Use when user mentions "automate", "save time", "reduce manual work", or has repeated tasks. It is an AI Agent Skill for Claude Code / OpenClaw, with 4416 downloads so far.
How do I install Auto Workflow?
Run "/install auto-workflow" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Auto Workflow free?
Yes, Auto Workflow is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Auto Workflow support?
Auto Workflow is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Auto Workflow?
It is built and maintained by xaiohuangningde (@xaiohuangningde); the current version is v1.0.0.
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