maxritter/pilot-shell
Some data may be outdated — see provenance labels.
Professional context and harness engineering for Claude Code and OpenAI Codex. Build production-grade software with spec-driven development, TDD, persistent memory, quality gates, code intelligence, human oversight, and end-to-end verification. observed · 2026-09-21
Health v2 · maintenance only
77/100
- Activity 95
- Release rhythm 83
- Longevity 26
Flags: no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 0.0
- age_days: 367
- days_rel: 32
- days_push: 32
- n_releases_24m: 247
Adoption not part of the score
2074 stars · 178 forks observed · 2026-09-21
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
3 sources
- readme: https://github.com/maxritter/pilot-shell · fetched 2026-09-21 · 314346e2ee02
- homepage: https://pilot-shell.com · fetched 2026-08-29 · d925537518f2
- site_page: https://pilot-shell.com/docs · fetched 2026-08-29 · 4919f1351416
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| maxritter/pilot-shell | main | 77 |
For agents
markdown · JSON · MCP: product_card(name="maxritter/pilot-shell")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem