maxritter/pilot-shell

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

2051 stars · 176 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Pilot Shell is a framework that adds spec-driven planning, enforced TDD, persistent memory, and automatic quality gates to Claude Code and Codex CLI workflows. It provides slash-command workflows (/prd, /spec, /build, /fix) plus hooks, semantic code search, and team memory sharing to make AI coding agents production-ready.

Use cases

• run claude code with spec-driven development
• enforce tdd with ai coding agents
• make ai-generated code production-ready
• persist project context across ai agent sessions
• reduce llm coding costs with token compression
• plan features with ai before writing code
• automate linting and test gates on ai edits

When to choose

• you use Claude Code or Codex CLI daily and want structured, reviewable workflows
• your AI agents skip tests or lose context between sessions
• you want quality gates (lint, types, tests) enforced automatically on every edit
• you want to share specs and agent memory across a team

When to avoid

• you don't use Claude Code or Codex CLI as your coding agent
• you prefer lightweight, minimal AI coding setups without opinionated workflows
• you need a framework with a permissive license (license is non-standard)
• you work outside macOS/Linux/WSL2 environments

Facets

framework · maturity active

agent-framework prompt-engineering developer-tools testing workflow-automation developer-tools large-language-models windows cli claude-code codex-cli spec-driven-development tdd ai-coding quality-gates context-engineering persistent-memory ai-agents automation macos linux

Member repositories

For agents

markdown · JSON · MCP: product_card(name="maxritter/pilot-shell")