The Secret Sauce to Vibe Coding
AGENTS.md
# Chemical X Agent Directives (v26.9)
## 1. Atomic Capsule Protocol
• Max 500 lines/file (<100 lines/molecule)
• Split when responsibility can stand alone
## 2. Two-Stage Atomic Booleans
• Ban inline multi-clause comparisons
• Compose named booleans before decision

5 CLASSIFIED DIRECTIVES LOCKED

Full copy-pasteable AGENTS.md, .cursorrules, and architectural prompts.

Claude • Gemini • Grok • GPT • Cursor 7 Directives Total
VAULT ASSET SYSTEM PROMPTS

Quantum System Instructions & Agent Rules

Generate production-ready AGENTS.md, .cursorrules, and .windsurfrules files calibrated for Cursor, Claude, Windsurf, and Gemini. Custom tuning for token limits, two-stage booleans, and zero-hallucination standards is reserved for Vault members.

Full AGENTS.md generator with customizable line limits (100, 200, 500 lines)
Instant export for Cursor rules (.cursorrules) and Windsurf workflows
Framework targeting for Next.js, Nuxt, Vue, React, Svelte, and Node
Lifetime access to all 7 Quantum Chapters, starter kits, and benchmarks
WHAT I'VE SEEN ACROSS MODELS

How Claude, Gemini, GPT, Grok, & Cursor Handle Chemical X

Not a formal benchmark suite, just patterns I've noticed running real tasks against each of these models with and without the file-splitting rules.

Claude 3.7 / 3.5 Sonnet
Without These Rules

Suffers severe context degradation past 1,000 lines; drops subtle state mutations, hallucinates missing props, and duplicates imports.

With Chemical X Rules

Surgical file edits on targeted subcomponent capsules under 100 lines; generates clean, fully-typed diffs in under 2 seconds.

Based on hands-on use, not a controlled test.
Google Gemini 2.5 / 1.5 Pro & Flash
Without These Rules

Massive context window gets cluttered by scattered inline styles and un-factored state hooks, inventing phantom variables.

With Chemical X Rules

High-speed ingestion of modular composables; zero-hallucination compliance across reactive state slots.

Based on hands-on use, not a controlled test.
OpenAI GPT-4o / o1 & Cursor
Without These Rules

Fails on multi-clause boolean conditionals embedded deep in JSX trees; generates unreachable logic guards.

With Chemical X Rules

Flawless control flow evaluation via Stage 1 concept declarations and discriminated state unions.

Based on hands-on use, not a controlled test.
xAI Grok 3 / Grok 2
Without These Rules

Rapid reasoning engine stalls when navigating deeply nested prop-drilling trees and uncleaned polling loops.

With Chemical X Rules

Instant alignment with Table-of-Contents scaffolding and self-cleaning timer hooks; zero state mutation leaks.

Based on hands-on use, not a controlled test.