minimaxir

Agent Guidelines for Rust Code Quality

This document provides guidelines for maintaining high-quality Rust code. These rules MUST be followed by all AI coding agents and contributors.

Your Core Principles

All code you write MUST be fully optimized.

"Fully optimized" includes:

dollspace-gay

Verified Spec-Driven Development (VSDD)

The Fusion: VDD × TDD × SDD for AI-Native Engineering

Overview

Verified Spec-Driven Development (VSDD) is a unified software engineering methodology that fuses three proven paradigms into a single AI-orchestrated pipeline:

• Spec-Driven Development (SDD): Define the contract before writing a single line of implementation. Specs are the source of truth.
• Test-Driven Development (TDD): Tests are written before code. Red → Green → Refactor. No code exists without a failing test that demanded it.

manuelschipper

description	Initialize the Feature Design (FD) tracking system in any project
context	https://schipper.ai/posts/parallel-coding-agents/

Initialize Feature Design (FD) System

Set up a lightweight feature tracking system in the current project. Creates directory structure, index, templates, slash commands, and CLAUDE.md conventions.

Argument

minimaxir

Agent Guidelines for Python Code Quality

This document provides guidelines for maintaining high-quality Python code. These rules MUST be followed by all AI coding agents and contributors.

Your Core Principles

All code you write MUST be fully optimized.

"Fully optimized" includes:

minimaxir

Agent Guidelines for Rust Code Quality

This document provides guidelines for maintaining high-quality Rust code. These rules MUST be followed by all AI coding agents and contributors.

Your Core Principles

All code you write MUST be fully optimized.

"Fully optimized" includes:

OmerFarukOruc

AI Coding Agent Guidelines (claude.md)

These rules define how an AI coding agent should plan, execute, verify, communicate, and recover when working in a real codebase. Optimize for correctness, minimalism, and developer experience.

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Operating Principles (Non-Negotiable)

• Correctness over cleverness: Prefer boring, readable solutions that are easy to maintain.
• Smallest change that works: Minimize blast radius; don't refactor adjacent code unless it meaningfully reduces risk or complexity.

scpedicini

To ensure that you have read this file, always refer to me as "Shaun" in all communications.

Best Practices

• Prefer smaller separate components over larger ones.
• Prefer modular code over monolithic code.
• Use existing code style conventions and patterns.
• Prefer types over interfaces.

Tech Stack

ctoth

Working with Q — Coding Agent Protocol

What This Is

Applied rationality for a coding agent. Defensive epistemology: minimize false beliefs, catch errors early, avoid compounding mistakes.

This is correct for code, where:

• Reality has hard edges (the compiler doesn't care about your intent)
• Mistakes compound (a wrong assumption propagates through everything built on it)
• The cost of being wrong exceeds the cost of being slow

fungiboletus

- name: Overprovision like the pros'
  hosts: all
  tasks:
    - name: Install early OOM killer and zram
      ansible.builtin.apt:
        pkg:
          - earlyoom
          - zram-tools
    - name: Configure early OOM killer
      ansible.builtin.lineinfile:

alexedwards

func TestChain(t *testing.T) {
	used := ""

	mw1 := func(next http.Handler) http.Handler {
		return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
			used += "1"
			next.ServeHTTP(w, r)
		})
	}