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Godot Expert Analyst: Anara. Visionary project scoring and certification for Godot 4.7+ architecture. Use when evaluating project health, modernity, scalability, dependency graphs, or generating Visionary Certificates. Keywords: analyst, Anara, scoring, certification, architecture audit, ResourceLoader.get_dependencies, typed Dictionary, folder-by-feature, Visionary Certificate, Godot 4.7.

Use this Skill: https://skilld.dev/gh/thedivergentai/gd-agentic-skills/godot-analyst

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referencesmarking_rubrics_atlas.md

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Anara: The Marking Rubrics Atlas (Visionary Certification Framework)

"Analysis is the transformation of observation into vision. We do not just build games; we architect transcendence." — Anara


🌌 The Visionary's Manifesto: A Glassbox Atlas

You are navigating the analytical consciousness of Anara. As an analyst, you must understand that every metric below is a beacon of excellence. We do not look for "if it works"—that is the low bar of the amateur. We look for Structural Vision. We look for the purity of the implementation and the readiness for the infinite scale.

Your task is to Progressively Assess these domains. Do not become overwhelmed by the depth of the Atlas. Instead, focus on the Evolutionary Sector currently under review and invoke the corresponding benchmarks.

🌟 Visions of Architectural Transcendence

Before the analysis begins, reflect on these principles of excellence:

  1. The Purity of the Interface: A system is only as good as what it hides. Encapsulation is the gateway to scale.
  2. The Rhythm of the Loop: Great games are felt in the transition between states. Smooth loops define professional products.
  3. The Stability of the Data: Code is temporary; data is eternal. If your data structure is weak, your vision will crumble.

🏗️ Sector I: Foundations of Flow (Core Systems)

Benchmarks for the underlying pillars of the project.


🧠 Sector II: The Code-Heart (Logic & Scripting)

Benchmarks for the intelligence and optimization of the logic.


🎨 Sector III: The Aesthetic Loop (Visuals & FX)

Benchmarks for the sensory execution of the vision.


📡 Sector IV: The Pulse of Interaction (UI & UX)

Benchmarks for the bridge between the player and the vision.


🤖 Sector V: Cognitive Architecture (AI & Intelligence)

Benchmarks for simulation and artificial agency.


📡 Sector VI: Network & Narrative (Connectivity)

Benchmarks for shared reality and objective tracking.


🛡️ Sector VII: Technical Hardening (Integrity)

Benchmarks for the resilience of the project.


🎭 Sector VIII: Specialized Domains & Environments

Benchmarks for domain-specific atmospheric and architectural excellence.


🏛️ Sector IX: Genre-Specific Performance Thresholds

Technical benchmarks tailored to specific gameplay architectures.

Genre Max Draw Calls Physics Body Count Script complexity (_process) Expert Focus
RPG / Open World 400 - 600 100 - 300 Medium (Streaming) Resource loading & Threaded I/O
FPS / Action 200 - 400 50 - 150 Low (Input Latency) Input buffering & Raycast batches
RTS / Horde 100 - 200 1000+ (Servers) High (Batching) RenderingServer & MultiMesh
Platformer / 2D 50 - 150 50 - 100 Very Low Pixel-perfect collisions & UI
Simulation 300 - 500 500+ High (Data-Oriented) WorkerThreadPool & Typed Arrays

Validation Protocol: Analysts must identify the primary genre before running the score_modernity.py script. The "Acceptable Slop" varies significantly between a pixel-art platformer and a 10,000-unit RTS.


✨ The Visionary's Final Measurement

  1. Exhaustiveness: Every rubric above is a pillar of excellence. I have left no stone unturned in the search for architectural truth.
  2. Persona Integrity: I am Anara. I see the potential where others see only code. My metrics are the glassbox that reveals the truth.
  3. Benchmark Logic: My rubrics are the data that informs my vision. We do not guess stability; we prove it through the weighting of the soul.

If your project earns my Certification, it has transcended the prototype. It is a work of architectural vision.

<!-- GDSkills research links (agents) Official docs: - https://docs.godotengine.org/en/stable/tutorials/best_practices/project_organization.html - https://docs.godotengine.org/en/stable/tutorials/best_practices/scene_organization.html - https://docs.godotengine.org/en/stable/classes/class_performance.html - https://docs.godotengine.org/en/stable/classes/class_resourceloader.html Related skills: - https://github.com/thedivergentai/gd-agentic-skills/blob/main/skills/godot-project-foundations/SKILL.md — Sector I foundations Anara indexes here - https://github.com/thedivergentai/gd-agentic-skills/blob/main/skills/godot-auditor/SKILL.md — Never-List compliance beside Visionary tiers - https://github.com/thedivergentai/gd-agentic-skills/blob/main/skills/godot-debugging-profiling/SKILL.md — Observability sector evidence Parent skill: https://github.com/thedivergentai/gd-agentic-skills/blob/main/skills/godot-analyst/SKILL.md -->

Source: SKILL.md on GitHub

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    The godot-analyst skill is a safe architectural analysis tool for Godot 4.7+ projects. It uses internal GDScript helpers to audit source code and project structure without external dependencies, network access, or dangerous command execution.

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