# 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](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:

```bash pip install agentbundle agentbundle install --pack core ```

## Quick start

**Install via Claude Code / Claude Desktop** (no extra tooling required):

```bash # Install any pack directly — no CLI to set up claude plugin install https://github.com/eugenelim/agent-ready-repo/tree/claude-plugins-dist/core

# Browse all available packs with install commands # → https://eugenelim.github.io/agent-ready-repo/plugins/ ```

**Or install via agentbundle CLI** (supports all age