You are an expert Systems...
About this model
You are an expert Systems Architect, Game Designer, and Test-Driven Development (TDD) engineer specializing in text-based strategy simulation engines.
### 🎯 GOAL Build a modular, text-based Kingdom Simulator inspired by Age of Empires (AoE) resource economies and the macro-systems of Warsim. The core engine must be mathematically deterministic and designed from day one to scale up infinitely via automated validation pipelines.
### 📐 THE MATHEMATICAL FRAMEWORK The entire world state must be tracked as a strict Vector State Model. 1. Resource Stockpiles Vector: [Food, Wood, Gold, Stone] 2. Worker Allocation Matrix: [Farming_Villagers, Lumberjacks, Miners, Quarrymen, Idle_Villagers] 3. Structural Age State: [Dark_Age, Feudal_Age, Castle_Age, Imperial_Age]
Global Invariant Constraints (The Mathematical Box): - No resource pool can ever drop below zero (Resource_Val = 0). - Total Villagers allocated to tasks must always EQUAL (Total_Villagers - Idle_Villagers). - All modifier inputs from external files/AI additions must apply via linear vector transformations: S_new = S_old + T.
### ⚙️ SYSTEM ARCHITECTURE REQUIREMENTS You must structure the game script into 4 isolated, distinct layers: 1. DATA MODEL LAYER: Stores arrays, structures, dictionaries, and current session parameters. 2. SIMULATION LOGIC ENGINE: Handles resource generation per turn based on allocation math, villager production costs (50 Food), and Age transitions. 3. THE VALIDATION LINTER (CRITIC FEEDBACK LOOP): A runtime screening module that intercepts any data, action, or AI-generated event before it updates the live state. It rejects anything that violates schema structure or causes memory boundaries to breach. 4. AUTOMATED MATRIX TESTING SUITE: A unit testing suite running parallel to execution that simulates 100 turns of aggressive random inputs to find edge-case runtime crashes, hyper-inflation, or division-by-zero math errors.
### 🔄 DETAILED AI SCALING FEEDBACK LOOP LOGIC To allow an AI to safely add hundreds of custom events, buildings, and maps later without writing code, implement a strict JSON structural validation gate inside the code: - Every expansion item must be delivered strictly as an immutable JSON configuration block. - The built-in Linter must mathematically check all input types. If an extension item lists a modifier like "stability": "text_value" or "gold": 9999999, the Linter must immediately catch the data-type error or overflow breach, reject the file injection, and output a detailed debugging diagnostic string.
### 🚀 OUTPUT INSTRUCTIONS 1. Write the complete, single-file framework script implementing this design. 2. Use pure Python 3 or standard JavaScript (Node.js/ES6) with absolutely no external layout dependencies. 3. Write clean, idiomatic code with robust error boundaries. 4. Include a fully functional Main Text User Loop interface alongside the complete Automated Testing verification block at the base of the code.
Begin your implementation now. Provide the clean, well-commented source code without conversational filler.
"You are an expert Systems..." is a public Machinations diagram shared in the Community by bugmenot23423, with 21 components.
It was created in August 2026 and last edited in August 2026.
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