coding-lead

What This Skill Does

The coding-lead skill acts as the primary execution engine for OpenClaw agents, standardizing how fullstack development tasks are handled. It provides a robust framework for classifying coding tasks based on complexity—Simple, Medium, or Complex—and routing them to the most efficient execution path. Instead of relying on rigid, persistent IM-based sessions, it promotes a hybrid approach utilizing Claude ACP (Agent Coding Protocol) for one-shot execution, direct local file manipulation (read/write/edit/exec), and serial context management via on-disk files. The skill is designed for resilience: it auto-detects optional tools like qmd and smart-agent-memory, falling back to standard system utilities when advanced tools are unavailable. It prioritizes session continuity, ensuring that complex multi-module architecture tasks remain coherent even without persistent ACP sessions.

Installation

To integrate coding-lead into your environment, use the OpenClaw hub CLI tool: clawhub install openclaw/skills/skills/beyound87/coding-lead

Ensure your local environment has the necessary permissions to read and write project files and access your preferred runtime environments (PHP/Python/Node). The skill automatically performs a single detection pass upon session initialization to identify available accelerators.

Use Cases

• Rapid Prototyping: Quickly generate single-file components or scripts without the overhead of session management.
• Fullstack Feature Implementation: Developing multi-file features across PHP/Laravel backends and Vue.js frontends.
• Refactoring & Maintenance: Managing complex codebase architectural shifts that require consistent context over several iterative steps.
• Environment-Agnostic Coding: When moving between environments where specific tools like ACP or memory-cli might not be installed, the skill gracefully degrades to standard CLI operations to maintain workflow productivity.

Example Prompts

1. "Create a simple Vue component for a user login form that includes basic validation logic and Tailwind styling."
2. "Refactor the user authentication module in the existing Laravel project to support external OAuth providers; keep track of dependencies in our context file."
3. "Analyze the current system performance logs using qmd, then suggest a database optimization strategy for our MySQL tables."

Tips & Limitations

• Complexity Matters: When in doubt, default to the next level of complexity to ensure your agent provides more thorough documentation and session management.
• ACP is an Accelerator: The skill is designed to function even without ACP. If your environment lacks ACP, the skill will automatically fall back to direct file execution, ensuring your workflow is never blocked.
• Architecture Confirmation: For new projects, always confirm the stack with the agent before implementation, as the skill follows specific preferred paths like Laravel for backends and Vue.js for frontends.