gsd-2

Orchestrate AI coding agents to plan, execute, verify, and ship code in Pi SDK projects.

Updated May 25, 2026
One-click install
npx skills add https://github.com/Chieji/my-skills --skill gsd-2-chieji
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gsd-2
Source: https://github.com/Chieji/my-skills/tree/main/gsd-2
Command: npx skills add https://github.com/Chieji/my-skills --skill gsd-2-chieji

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Navigating and automating complex codebases with hundreds or thousands of files is error-prone and time-consuming; GSD 2 orchestrates AI coding agents to plan, execute, verify, and ship code end-to-end.

Core Features & Use Cases

  • Standalone TypeScript CLI built on the Pi SDK that coordinates multiple agents to plan, execute, verify, and ship code.
  • Enables deep navigation of large repos (e.g., 2500+ files), understanding extension/worktree architectures, and modifying packages (pi-ai, pi-agent-core, pi-coding-agent, pi-tui).
  • Supports building, testing, deploying, writing extensions, debugging auto-mode or dispatch pipelines, and answering questions about how GSD 2 works, across CLI, web UI, VS Code extension, native Rust engine, and all bundled extensions.

Quick Start

Launch the gsd-2 CLI in a project directory to start an automated coding session and explore the architecture.

Frequently Asked Questions about gsd-2

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

FAQPage Schema
How do I use an AI coding agent to navigate and modify a large TypeScript codebase?

You can orchestrate AI coding agents to navigate and modify large TypeScript codebases using a standalone CLI built on the Pi SDK. It coordinates multiple agents to plan, execute, verify, and ship code across repositories with 2500+ files.

What is the best way to automate building and testing across complex worktree architectures?

Automating builds and tests across complex worktree architectures is handled by orchestrating AI agents via a standalone CLI. It supports end-to-end orchestration across CLI, web UI, VS Code extensions, and native Rust engines to ship code.

Can I use this CLI tool to debug auto-mode and dispatch pipelines in my project?

Yes, the CLI tool debugs auto-mode and dispatch pipelines within large Pi SDK-based projects. It orchestrates AI agents to understand extension architectures and modify packages like pi-ai, pi-agent-core, pi-coding-agent, and pi-tui.

Does this AI-assisted coding tool support the VS Code extension and native Rust engine?

This AI-assisted coding tool supports the VS Code extension and native Rust engine. It provides end-to-end orchestration across CLI, web UI, bundled extensions, and the native Rust engine to help you ship code.

How do I start an automated coding session to explore a large repository architecture?

To start an automated coding session and explore repository architecture, launch the gsd-2 CLI directly in your project directory. The tool coordinates multiple agents to plan and execute code modifications across large repos.

Why does navigating a codebase with thousands of files require an orchestration tool?

Navigating codebases with thousands of files requires an orchestration tool because manual navigation is error-prone and time-consuming. The CLI coordinates multiple AI agents to plan, execute, verify, and ship code end-to-end safely.