AI Coding Tip 011 - Initialize Agents.md
Summarize your architecture rules and give your AI a persistent memory

I’m a senior software engineer loving clean code, and declarative designs. S.O.L.I.D. and agile methodologies fan.
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Summarize your architecture rules and give your AI a persistent memory

I’m a senior software engineer loving clean code, and declarative designs. S.O.L.I.D. and agile methodologies fan.
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Approve the logic once, then let it run the same way forever.

Different stages need different brains.

One Second Brain doesn't scale past one skull.

Style errors double when nobody enforces them.

Know who speaks before the skill runs TL;DR: Always define a clear role at the top of every skill file so you know whose perspective drives the execution. Common Mistake ❌ You write a skill full of

TL;DR: When you use the /init command, you create a context file that saves you from repeating instructions in every new session.
You waste time copying and pasting the same project rules into every new chat.
You forgot to tell the AI about your specific test commands.
When you start a fresh session, the AI loses all previous context about your coding style or architecture.
Create your own system prompts, persist them and keep an eye on them regularly.
/init if you use Claude Code or OpenCode.CLAUDE.md or AGENTS.md file.When you initialize (/Init) your project, the AI reads all the repository immediately.
You get consistent results without extra effort.
You save tokens because you don't have to describe your stack every time.
AI assistants start every session with a blank slate.
They don't remember what you told them yesterday.
Tools like Claude Code look for a specific file to understand your project.
When you provide this saved file, you close the gap between separate AI sessions.
Bad Prompt:
Remember to use 2 spaces for indentation
and always run 'npm run test:unit'
before you finish the task.
Good Prompt:
git clone https://github.com/torvalds/linux.git
/Init
Keep the generated file short.
When you add too much text, the AI might get confused.
Don't include information that the AI can already find in your package.json or README.md.
[X] Semi-Automatic
You can only use this tip with AI tools that support persistent context files.
If you change your build tools, you can update the Markdown file manually, run /init again, or do both.
In Windsurf, there is no literal /init terminal command that automatically generates a configuration file, as Claude Code or OpenCode does.
Windsurf uses a more agentic approach where the AI (Cascade) either discovers your rules automatically or creates them when you ask.
Cascade, initialize a .windsurfrules file for this project. Include my tech stack, coding standards, and build commands.
[X] Beginner
https://maxicontieri.substack.com/p/ai-coding-tip-006-review-every-line
Use .cursorrules for local preferences
Create modular AGENTS.md files for monorepos
Keep your README.md updated for better AI indexing
When you use /init, you turn your AI from a temporary contributor into a permanent team member.
https://opencode.ai/docs/rules/
https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/overview%23claudemd-guide
https://docs.cursor.com/context/rules-for-ai
https://docs.windsurf.com/windsurf/cascade/memories
Project-AI-Onboarding
Context-Bootstrapping
Claude Code
*OpenCode
Cursor (via .cursorrules)
The views expressed here are my own.
I am a human who writes as best as possible for other humans.
I use AI proofreading tools to improve some texts.
I welcome constructive criticism and dialogue.
I shape these insights through 30 years in the software industry, 25 years of teaching, and writing over 500 articles and a book.
This article is part of the AI Coding Tip series.