eugenelim/agent-ready-repo
14 stars · Last commit 2026-08-03
The complete AI operating model for software teams — from first idea to production. Three peer-supervised loops (discovery → build → release) over a catalogue of curated packs: skills, subagents, and hooks, each installed in one line. It's npm for your coding agent. Any agent, any stack — Claude Code, Codex, Cursor, Copilot, Gemini, Kiro.
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# agent-ready-repo **The supervised AI operating model for software teams.** ``` Raw idea → Gate: Idea → Spec → Gate: Spec → Shipped code → Gate: PR → Production ``` [](https://pypi.org/project/agentbundle/) [](#license) [](https://owasp.org/www-project-agentic-skills-top-10/) [Quick Start](#quick-start) · [The Three Loops](#the-three-loops) · [The Catalogue](#the-catalogue) · [Docs](guides/) · [Contributing](CONTRIBUTING.md) > "You shouldn't be prompting coding agents anymore. You should be designing loops that prompt your agents." — [Peter Steinberger](https://x.com/steipete/status/2063697162748260627) Agent coding tools moved the leverage from the prompt to the loop. But an unattended loop also makes unattended mistakes — and it will self-certify its way out of every check you give it. The answer is a supervised loop with mechanical gates the agent cannot bypass. Three peer loops span the full SDLC. Discovery takes a raw idea to a ratified brief. The build loop runs spec to shipped code with hard gates and cold-read reviewers. The release loop validates the deployed whole before any human touches a prod switch. Human gates sit at every irreversible handoff; nothing runs past them automatically. `core` is the flagship pack — the build loop, in one command: