nerd-code

Guides staged pipeline for developing production-ready code with automated checks.

Updated Jun 15, 2026
One-click install
npx skills add https://github.com/stumman/hermes-harness-skills --skill nerd-code
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: nerd-code
Source: https://github.com/stumman/hermes-harness-skills/tree/main/.agents/skills/nerd-code
Command: npx skills add https://github.com/stumman/hermes-harness-skills --skill nerd-code

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the challenge of writing production-ready code based on vague prompts or rough ideas, guiding the user through a structured process to produce high-quality, maintainable code.

Core Features & Use Cases

  • Staged Pipeline: Follows a step-by-step pipeline that includes classification, specification, behavioral specification, architecture, contracts, implementation, testing, review, and refactoring.
  • Complexity Classifier: Determines the complexity of the task and decides whether to perform a full pipeline or a minimal implementation.
  • Automated Checks: Includes automated checks for correctness, design, readability, security, performance, and testability.
  • Use Case: When a developer receives a vague request like "implement a feature for user authentication," the Skill can guide through the process of specifying requirements, designing the architecture, writing the code, and conducting tests.

Quick Start

Use the nerd-code skill to build a production-ready authentication feature from a rough idea.

Frequently Asked Questions about nerd-code

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

FAQPage Schema
How do I generate production-ready code from a rough idea or single prompt?

To generate production-ready code from a rough idea, this skill uses a structured pipeline that includes classification, specification, architecture, implementation, testing, and refactoring to ensure quality. It guides developers step-by-step from vague requests to maintainable software.

What is a staged pipeline for software development and how does it improve code quality?

A staged pipeline for software development improves code quality by enforcing sequential phases: classification, specification, architecture, contracts, implementation, testing, review, and refactoring. This structured process ensures adherence to quality standards before deployment.

Does the code generation pipeline support features of varying complexity?

Yes, the code generation pipeline supports features of varying complexity. It includes a complexity classifier that determines the task's scope and decides whether to execute a full staged pipeline or a minimal implementation based on your specific requirements.

What automated checks are performed during the software architecture and implementation process?

During the software architecture and implementation process, automated checks are performed for correctness, design, readability, security, performance, and testability. These checks ensure the final production code meets high-quality and maintainability standards.

What's the best way to implement a feature for user authentication from a vague request?

The best way to implement a feature like user authentication from a vague request is using a structured development pipeline. It guides you through specifying requirements, designing software architecture, writing production code, and conducting tests.