gsd

Plan, execute, and verify software development phases with AI agents.

Updated Jun 25, 2026
One-click install
npx skills add https://github.com/ThePyProgrammer/prism --skill gsd-thepyprogrammer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gsd
Source: https://github.com/ThePyProgrammer/prism/tree/main/.claude/skills/gsd
Command: npx skills add https://github.com/ThePyProgrammer/prism --skill gsd-thepyprogrammer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the lack of structure and focus for solo developers by providing a rigorous, agent-driven framework that manages the entire software development lifecycle from ideation to verification.

Core Features & Use Cases

  • Goal-Backward Planning: Derives actionable tasks from desired outcomes rather than arbitrary feature lists.
  • Atomic Execution: Orchestrates development through a structured pipeline of planning, atomic commits, and systematic verification.
  • Use Case: A solo developer can use this to initialize a new project, map the existing codebase, and execute development phases with automated verification of goals.

Quick Start

Use the gsd skill to initialize a new project by running the new-project command.

Frequently Asked Questions about gsd

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

FAQPage Schema
How do I manage project workflows for solo development using AI agents?

To manage solo development workflows, this skill provides an agent-driven framework to plan, execute, and verify project phases. It initializes projects, maps codebases, and orchestrates atomic task execution through integrated Claude agents.

What is goal-backward planning in software project management?

Goal-backward planning is a project management technique that derives actionable tasks from desired outcomes. Instead of building arbitrary feature lists, it reverse-engineers development steps directly from your target software verification goals.

How do I start a new software project with an automated management framework?

You start a new software project by running the new-project initialization command. This sets up the structured environment required for the AI agents to map your codebase and begin systematic development phase execution.

Can I use this project management skill with my existing codebase?

Yes, you can use this with an existing codebase. The framework explicitly supports codebase mapping, allowing the AI agents to analyze your current project state and integrate subsequent goal-backward planning and atomic commits.

Do I need Claude agents to execute development workflows and atomic tasks?

Yes, integration with Claude agents is required. The framework relies on these agents to manage project state, track requirements, and execute the atomic commits and systematic verification steps throughout the development lifecycle.

What are the limitations of using an AI-driven framework for solo project management?

The primary limitation is its strict dependency on Claude agents for managing project state and executing atomic tasks. Without these integrated agents, the structured goal-backward planning and automated verification pipeline cannot operate.