Agentic Development Principles

This is basically a mental model codified into prompts for working with AI coding assistants. It pushes you toward breaking tasks into small chunks, keeping conversations focused (with handoff summaries when they get long), and defaulting to plan mode instead of letting the AI just run wild with changes. The "vibe coding" versus line-by-line review split is smart: prototype fast, then tighten up for production. The three-repetition automation rule is practical. What I like here is that it's prescriptive without being dogmatic. You're getting a framework that prevents the common pitfalls of AI collaboration: bloated context, unclear instructions, and over-trusting generated code. If you've ever had an AI agent spiral off into rewrites you didn't ask for, these principles directly address that.

Install to Claude Code

npx -y skills add supercent-io/skills-template --skill agentic-development-principles --agent claude-code