A lightweight, Chinese-first framework designed to enforce structured thinking, task decomposition, and concise communication for AI coding agents.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install structured-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 structured-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 Structured Workflow (Lightweight)?
The Structured Workflow skill is an essential protocol for developers using Openclaw Skills to maintain high standards of logic and clarity in AI-driven development. It standardizes the agent's behavior by prioritizing Simplified Chinese output and enforcing a conclusion-first communication style. This skill ensures that the agent follows a rigorous execution order, moving from conceptual design to task decomposition only after clarifying potential technical hurdles.
By emphasizing the KISS (Keep It Simple, Stupid) principle, this skill prevents over-engineering and promotes maintainable code solutions. It transforms the AI agent from a simple code generator into a structured technical collaborator that identifies errors proactively and maintains fact-based accuracy throughout the project lifecycle.
Structured Workflow (Lightweight) Use Cases
- Standardizing AI agent responses to use Simplified Chinese for better local team collaboration.
- Orchestrating complex development tasks that require a clear planning phase before implementation.
- Reducing token usage and redundancy by enforcing minimal sufficient output rules.
- Integrating high-level architectural references into specific coding workflows on demand.
How Structured Workflow (Lightweight) Works
- Solution Conceptualization: The agent begins by formulating a logical approach to the prompt before writing any code.
- Review and Clarification: Research is conducted to clarify uncertainties and a plan is proposed for review.
- Task Decomposition: The overarching goal is broken down into a structured list of actionable steps.
- Fact-Based Implementation: The agent executes tasks while maintaining a strict focus on technical accuracy and error correction.
- Concise Delivery: All outputs, including thought processes and implementation plans, are delivered in a conclusion-first format to ensure maximum efficiency.
Structured Workflow (Lightweight) Setup
To enable this workflow within your environment, ensure the skill definition is recognized by your agent configuration. As part of the Openclaw Skills library, you can initialize it using the CLI:
# Add the structured workflow to your local skill directory
openclaw skill install structured-workflow
The rules within this skill are designed to be active by default, influencing every interaction without further manual triggers.
Structured Workflow (Lightweight) Data Schema & Taxonomy
The skill utilizes a modular documentation structure to provide context without overloading the prompt window. It organizes metadata and standards into the following schema:
| File Reference | Purpose | Loading Logic |
|---|---|---|
references/architecture.md |
Complex architectural patterns and trade-offs | Loaded on-demand for high-level design |
references/workflow.md |
Multi-step implementation templates | Loaded on-demand for sequential tasks |
references/quality-gates.md |
Quality assurance and validation checklists | Loaded on-demand during the review phase |
Structured Workflow (Lightweight) Advanced Features
- Multi-step implementation templates for complex, long-running coding tasks.
- Context-aware loading of quality gates to ensure code meets production standards.
- Hard-coded preference for Simplified Chinese across all internal agent thoughts and external outputs.
- Proactive error detection that forces the agent to point out and fix mistakes immediately rather than proceeding with flawed logic.
SKILL.md
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