sneg55/agent-starter
10 stars · Last commit 2026-06-16
A toolkit of skills, templates, and guides for bootstrapping AI-agent-friendly projects. Started from Anthropic's Claude Code engineering patterns, extended with a per-project self-improvement loop and more.
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# agent-starter A toolkit of skills, templates, and guides for bootstrapping AI-agent-friendly projects. It **started** as Anthropic's own engineering patterns - extracted from the Claude Code CLI source and packaged into reusable form. It has since been **extended** with additional best practices, tooling, and original ideas that go beyond the source material. The flagship extension is a **per-project self-improvement loop**: scaffolded projects capture signal from their own usage and turn it into better rules over time (see below). So the patterns here come from two places: those marked _"derived from Anthropic's Claude Code source"_ are reverse-engineered from the real thing; everything else is added on top. ## Usage Point an AI agent at this repo and say **"read this repo and set up my project"** - the agent reads `AGENT.md` and scaffolds a complete project interactively: ``` read this repo and set up my project https://github.com/sneg55/agent-starter/ ``` Or install the `/new-project` skill once and run it in any session: ```bash npx skills add sneg55/agent-starter -a claude-code -g