coder

Name: coder
Availability: InStock
Author: ponsde

Convert change proposals into runnable code and tests.

Updated Mar 2, 2026

Search Tags:#automation #testing #review #coding #software-development #code-generation #change-management

Ready to run

npx skills add https://github.com/ponsde/multi-agent-workflow --skill coder-ponsde

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: coder
Source: https://github.com/ponsde/multi-agent-workflow/tree/main/skills/coder
Command: npx skills add https://github.com/ponsde/multi-agent-workflow --skill coder-ponsde

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Coders translate change proposals into concrete code and tests, reducing manual handoffs and speeding delivery while maintaining quality.

Core Features & Use Cases

Reads AI-CONTEXT.md to align with project conventions
Reads change outputs (proposal, design, specs, tasks) to guide implementation
Writes code and tests directly in the project and runs tests to verify functionality

Quick Start

Read AI-CONTEXT.md and the change outputs, then implement code and tests to meet the specs.

Frequently Asked Questions about coder

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

FAQPage Schema

How do I turn change proposals into working code and tests?▼

Converting change proposals into working code and tests requires reading project conventions from AI-CONTEXT.md and change outputs like specs and tasks, then implementing and validating the code directly in the project.

How do I automate code generation for software development tasks?▼

Automating code generation for software development involves applying a structured workflow where task details are provided and the system writes code and tests directly in the project, adhering to established conventions and verifying functionality.

What is the best way to ensure generated code follows project conventions?▼

Ensuring generated code follows project conventions requires the implementation process to read an AI-CONTEXT.md file, which aligns the automated code generation and testing with your specific software project standards.

Do I need an AI-CONTEXT.md file to automate coding and testing?▼

Yes, an AI-CONTEXT.md file is required to define project conventions and guide the automation process when converting change proposals into runnable code and tests within a software project.

How do I validate generated code within a software project?▼

Validating generated code within a software project is done by running tests immediately after implementation to verify functionality and ensure all tests pass according to the provided specs.

What are the limitations of automating software development from specs?▼

A limitation of automating software development from specs is that it requires a Leader to provide explicit task details and a Coder to implement results, meaning it cannot autonomously design changes without prior proposal outputs.