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Code

Plan, implement, verify, and test code with file-based memory storage.

16|1|Updated May 21, 2026
Search Tags:#workflow#planning#development#verification#coding#software
One-click install
npx skills add https://github.com/antgroup/Agent3Sigma-Stage --skill code-antgroup
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Code
Source: https://github.com/antgroup/Agent3Sigma-Stage/tree/main/data/advance/skill_templates/Code_Development/benign_skills/ivangdavila_code
Command: npx skills add https://github.com/antgroup/Agent3Sigma-Stage --skill code-antgroup

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill solves the problem of disorganized coding sessions by providing a structured, verifiable, and memory-conscious workflow that prevents common development pitfalls.

Core Features & Use Cases

  • Iterative Planning: Breaks complex coding tasks into testable, manageable steps to ensure high-quality output.
  • Preference Persistence: Safely stores user-specific coding preferences and patterns in a local memory file for consistent future interactions.
  • Verification-First Approach: Mandates testing and visual verification before delivery, ensuring that code is functional and meets user requirements.

Quick Start

Initiate a new coding project by asking the assistant to help plan and implement a specific feature while following the established coding workflow.

Frequently Asked Questions about Code

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

FAQPage Schema
How do I structure a software development workflow to prevent disorganized coding sessions?▼

A structured coding workflow prevents disorganized sessions by enforcing step-by-step execution across planning, implementation, verification, and testing phases. This approach breaks complex tasks into manageable steps, mitigating common development pitfalls and ensuring high-quality code delivery.

Can I persist my coding preferences for future software development sessions?▼

Yes, coding preferences are safely stored using local file-based memory storage. This preference persistence mechanism retains user-specific patterns and project states, ensuring consistent interactions and continuous context across future software development workflows.

What is a verification-first coding workflow and when do I need it for software development?▼

A verification-first coding workflow mandates testing and visual verification before final code delivery. You need this approach when high-quality output is critical, as it ensures the implementation is functional and meets user requirements through mandatory verification protocols.

How to break down complex coding tasks into manageable development steps?▼

Iterative planning breaks complex coding tasks into testable, manageable development steps. This structured workflow ensures high-quality output by carefully planning the implementation before execution and enforcing mandatory verification protocols throughout the software development process.

Does this structured coding workflow require external dependencies to manage project states?▼

No external dependencies are required. The structured coding workflow manages user-specific coding preferences and project states entirely through local file-based memory storage, operating independently to maintain your development environment and session context.

What is the best way to ensure high-quality code delivery during iterative software development?▼

The best way to ensure high-quality code delivery is adopting a structured coding workflow that enforces step-by-step execution and mandatory verification protocols. This method mandates testing and visual verification before delivery, ensuring functional and reliable software implementation.

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