How real engineers run Claude Code and Codex: spec-driven planning, enforced TDD, persistent memory, and quality enforcement on all levels. Make your agents production-ready.
From requirement to production-grade code — planned, tested, verified. Spec-driven plans. Enforced quality gates. Persistent knowledge. macOS · Linux · Windows (WSL2) — installs in under 2 minutes. Claude Code and Codex CLI write code fast — but without structure, they skip tests, lose context, and produce inconsistent results. Other frameworks add complexity (dozens of agents, thousands of lines…
⚠ The trust score below reflects the collection's repository only. The bundled units are not individually verified or scanned — review them before use.
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
From requirement to production-grade code — planned, tested, verified. Spec-driven plans. Enforced quality gates. Persistent knowledge. macOS · Linux · Windows (WSL2) — installs in under 2 minutes. Claude Code and Codex CLI write code fast — but without structure, they skip tests, lose context, and produce inconsistent results. Other frameworks add complexity (dozens of agents, thousands of lines of config) without meaningfully better output. Pilot Shell is different. Every component solves a…