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Game Design Doctor™
Diagnoses game design problems, identifies root causes, and prescribes prioritized redesign solutions for stronger gameplay, UX, progression, differentiation, and player experience.
$15
Game Design Doctor™
Example session with this skill installed
I have a mobile game prototype where players run a small animal café. The main gameplay loop is choosing an ingredient, preparing a drink, and serving it to a customer. The first few minutes feel fun, but playtesters say the game becomes repetitive quickly. Players also don't seem to understand why they should continue after unlocking the first few recipes.
Please diagnose this game like a professional game design consultant. Analyze the core loop, player motivation, repetition, progression, feedback, differentiation, and likely root causes. Give me a Game Health Score, identify the critical problems, explain the root causes, and prescribe specific redesigns. Then show me a redesigned gameplay loop and the highest-priority prototype tests I should run next.
- Read your context and instructions
- Compiled the game design doctor
- Generated the UI component
GAME DESIGN DOCTOR™ — GAME HEALTH REPORT
Overall Game Health: 68/100
🟢 Strengths
Clear Core Fantasy — 8/10
The animal café concept is easy to understand and provides a strong foundation for character-driven gameplay.
Simple Core Interaction — 8/10
Choosing an ingredient, preparing a drink, and serving a customer creates an accessible interaction sequence.
Immediate Customer Feedback — 7/10
Customer reactions provide a useful emotional reward.
🔴 Critical Problems
1. Repetitive Core Loop
Symptom: Players repeat essentially the same three actions without meaningful decisions.
Root Cause: The loop changes content but does not substantially change player decisions, consequences, or mastery.
Treatment: Introduce meaningful variation through customer needs, preparation choices, consequences, and evolving situations.
2. Weak Long-Term Motivation
Symptom: Players do not understand why they should continue after unlocking several recipes.
Root Cause: Unlocks increase content quantity but do not create a stronger player goal.
Treatment: Connect recipes and activities to meaningful progression such as expanding the café, meeting new characters, unlocking new areas, or completing larger goals.
🟠 Major Problems
3. Recipes Function Mainly as Content
Adding more recipes alone is unlikely to solve the repetition problem. The game needs different forms of interaction and meaningful decision-making.
4. Progression Is Too Content-Driven
Unlocking another recipe is not necessarily meaningful progression. Progression should change what the player can do, understand, or achieve.
Root-Cause Map
Repetitive gameplay
↓
Same actions repeated
↓
Few meaningful decisions
↓
Low gameplay variation
↓
Weak sense of mastery
↓
Weak long-term motivation
Priority Treatment Plan
Priority 1 — Add Meaningful Choices
Change the loop from simply preparing orders to responding to different customer needs and choosing how to solve them.
Priority 2 — Make Progression Transform the Experience
Connect new recipes to new customers, café areas, interactions, and meaningful goals.
Priority 3 — Introduce Gameplay Variety
Add special requests, ingredient combinations, character behaviors, environmental events, and new preparation interactions.
Redesigned Core Loop
Discover Customer Need → Choose How to Help → Prepare → Interact → Observe Consequence → Customer Reaction → Meaningful Progress → Unlock a New Possibility
MVP Recommendation
Prototype only
- 3 recipes
- 3 customer personalities
- 2 meaningful preparation choices
- 1 café upgrade
- 1 progression milestone
- 1 new gameplay interaction
Do not build a large recipe library until the redesigned core loop has been validated.
Prototype Validation Tests
Test 1 — Loop Variation
Does meaningful choice make the second play session more interesting?
Test 2 — Progression
Do players understand what they are working toward?
Test 3 — Customer Personality
Do different customer behaviors make repeated serving more engaging?
Test 4 — Café Transformation
Does changing the café create a stronger sense of progress?
Final Diagnosis
The primary problem is not a lack of content. It is a gameplay-variation and progression-design problem.
Adding more recipes would increase production volume without necessarily improving the underlying experience. Improve the meaning of the core loop first, then expand content after the redesigned loop is validated.
game-design-doctor.tsx
TSX · React component
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
Game Design Doctor™ is an AI-powered game design diagnostic and redesign system for game designers, indie developers, producers, and game teams.
Instead of simply generating another game idea, it examines an existing game concept, prototype, GDD, gameplay description, UI flow, or screenshots to identify what is working, what is failing, why it is failing, and what should be fixed first.
The skill follows a professional diagnostic workflow:
OBSERVE → DIAGNOSE → FIND ROOT CAUSE → PRIORITIZE → PRESCRIBE → REDESIGN → VALIDATE
It evaluates important areas including:
• Core fantasy and gameplay loop • Player motivation and engagement • Gameplay clarity and interaction • UX and onboarding • Difficulty, pacing, and cognitive load • Feedback and reward systems • Progression and mastery • Content variety • Differentiation and USP • Visual communication • Monetization experience • Production feasibility and MVP scope
Game Design Doctor™ separates symptoms from root causes and classifies findings into Critical Problems, Major Problems, Improvements, and Strengths.
Instead of giving vague advice such as “make the game more fun,” it explains the underlying design problem and provides a concrete treatment.
Its signature approach is:
CURRENT DESIGN → PROBLEM → ROOT CAUSE → TREATMENT → REDESIGNED EXPERIENCE → VALIDATION TEST
The skill can also produce a Game Health Score, prioritized treatment plan, before-and-after redesign recommendations, MVP scope guidance, and prototype validation tests.
For example, if a game feels repetitive, Game Design Doctor™ does not simply recommend adding more content. It investigates whether the real issue is a lack of meaningful decisions, weak progression, insufficient variation, poor feedback, or another underlying design problem.
The skill is particularly useful during concept reviews, prototype reviews, pre-production, GDD evaluation, UX audits, redesign projects, and milestone reviews.
For children's games, it can additionally evaluate non-reader-first UX, cognitive load, touch interaction complexity, positive feedback, age-appropriate design, and child-safe monetization considerations.
Game Design Doctor™ doesn't just tell you what's wrong with your game. It diagnoses the root cause, prescribes the treatment, redesigns the experience, and tells you what to prototype or test next.
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- 1
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- 2
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- 3
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