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Coder

Enforce behavioral rules and production quality mandates when writing code.

Updated Feb 27, 2026
Search Tags:#quality assurance#software development#code#production ready#behavioral rules#AI-assisted coding
One-click install
npx skills add https://github.com/luisgustavooliveira/skills --skill coder-luisgustavooliveira
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Coder
Source: https://github.com/luisgustavooliveira/skills/tree/main/snps-coder
Command: npx skills add https://github.com/luisgustavooliveira/skills --skill coder-luisgustavooliveira

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

The Coder Skill helps users write code that is complete, robust, and ready for production by enforcing core behavioral rules and production quality mandates.

Core Features & Use Cases

  • Core Behavioral Rules: Ensures the code is actuated based on clear and verifiable outcomes, with proper evidence and without unnecessary planning.
  • Production Quality Mandate: Guarantees zero tolerance for incomplete code, tests that validate behavior, and secure coding practices.
  • Environment Discovery Protocol: Helps understand the technology stack and environment without assuming or guessing.
  • Before Editing Checklist: Outlines the steps to prepare before making complex changes, ensuring all necessary information is known.
  • MCP-Assisted Coding Protocol: Provides guidelines for using tools like AiDex, Serena, GitNexus, and Context7 effectively.
  • Task Execution Protocol: Offers a structured approach to performing simple and complex tasks with minimal ambiguity.
  • Change-Type Protocols: Defines protocols for bug fixes, new features, refactors, and upgrades to maintain quality.
  • Tool Usage Rules: Establishes guidelines for safe and effective tool usage, including proper reading, searching, editing, and running commands.

Quick Start

To begin writing code, utilize the Coder Skill to follow the outlined core behavioral rules and production quality mandates.

Frequently Asked Questions about Coder

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

FAQPage Schema
How do I ensure my AI-assisted coding generates production ready code?▼

Production ready code requires enforcing zero tolerance for incomplete code, tests that validate behavior, and secure coding practices. This Skill enforces those production quality mandates during AI-assisted coding.

What are the best behavioral rules for software development environments?▼

Effective behavioral rules for software development ensure code is actuated based on clear, verifiable outcomes with proper evidence. They prevent unnecessary planning and enforce structured task execution protocols.

How do I prepare before making complex code changes or refactoring?▼

Before making complex code changes, follow a before editing checklist to discover the technology stack and environment completely. This ensures all necessary information is known without assuming or guessing.

Does this approach support specific change-type protocols like bug fixes and new features?▼

Yes, specific change-type protocols define separate guidelines for bug fixes, new features, refactors, and upgrades. These protocols maintain quality and secure coding practices across all modifications.

What are the limitations of relying on standard AI models for secure coding practices?▼

Standard AI models often lack strict environment discovery protocols and may guess the technology stack, leading to incomplete code. Enforcing structured tool usage rules prevents these quality assurance failures.

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