coding-lead

Route coding tasks by complexity with ACP and direct fallback.

7|2|Updated Apr 13, 2026
One-click install
npx skills add https://github.com/SJTU-IPADS/SkVM-data --skill coding-lead
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: coding-lead
Source: https://github.com/SJTU-IPADS/SkVM-data/tree/main/skills/coding-lead
Command: npx skills add https://github.com/SJTU-IPADS/SkVM-data --skill coding-lead

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Route coding tasks by complexity, enabling direct execution for Simple tasks and ACP with auto-fallback for Medium and Complex tasks.

Core Features & Use Cases

  • Route by complexity to determine execution path: Simple → direct, Medium/Complex → ACP with auto-fallback.
  • ACP detection and routing flow with Step 1: spawn, Step 2: acpx, Step 3: direct fallback.
  • Integrates with optional tools like qmd and smart-agent-memory to enhance context and memory when available.

Quick Start

Route a sample coding task by complexity and demonstrate how ACP routing falls back to direct execution when ACP is unavailable.

Frequently Asked Questions about coding-lead

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I route coding tasks by complexity across multi-file projects?

Coding tasks are routed by complexity: simple tasks execute directly, while medium and complex tasks route to ACP with an auto-fallback to direct execution if ACP is unavailable.

What happens when ACP is unavailable during a complex coding workflow?

When ACP is unavailable, the routing flow gracefully degrades and auto-falls back to direct execution. The fallback mechanism triggers after spawn and acpx steps fail, ensuring your coding task still completes.

Do I need smart-agent-memory or qmd to automate coding task routing?

No, smart-agent-memory and qmd are optional tooling dependencies. The routing mechanism functions without them, but integrates with these tools to enhance context and memory when available.

What is the difference between direct execution and ACP routing for code generation?

Direct execution handles simple coding tasks immediately, whereas ACP routing manages medium and complex workflows across multi-file projects. ACP provides a structured spawn and acpx flow before falling back to direct execution.

Can I use complexity-based routing for simple code modifications without ACP?

Yes, simple coding tasks are routed directly to execution without involving ACP. The routing rules explicitly bypass ACP for simple workflows, reserving it for medium and complex multi-file project tasks.