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player-researcher

Plan research and design playtest protocols for game design decisions.

Updated May 18, 2026
Search Tags:#research#validation#synthesis#ux#playtesting#game-design
One-click install
npx skills add https://github.com/afovea/game-dev-skills --skill player-researcher
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: player-researcher
Source: https://github.com/afovea/game-dev-skills/tree/main/plugins/game-team/skills/player-researcher
Command: npx skills add https://github.com/afovea/game-dev-skills --skill player-researcher

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates guesswork in game development by providing a structured, evidence-based framework for planning research, designing playtests, and synthesizing qualitative data into actionable design decisions.

Core Features & Use Cases

  • Research Planning: Define clear objectives, select appropriate methodologies, and establish success metrics for any development phase.
  • Playtest Design: Create comprehensive protocols for moderated or unmoderated sessions, including participant criteria, session structure, and synthesis plans.
  • Evidence Synthesis: Transform raw playtest notes and transcripts into prioritized themes, confidence levels, and concrete design recommendations.

Quick Start

Use the player-researcher skill to design a playtest protocol for the new boss fight at the vertical-slice milestone.

Frequently Asked Questions about player-researcher

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I design a playtest protocol for a game vertical slice?▼

Playtest design requires defining clear research questions and providing context on build state, target audience, and development goals to generate valid study plans with participant criteria and session structure.

What is the best way to synthesize qualitative playtest data into game design decisions?▼

Evidence synthesis transforms raw playtest notes and transcripts into prioritized themes, confidence levels, and concrete game design recommendations to reduce uncertainty in mechanics and UX.

Can I use this research planning methodology across different game development phases?▼

Research planning operates across the full product lifecycle, allowing you to define objectives, select methodologies, and establish success metrics for any development phase to reduce design uncertainty.

What do I need to plan UX research for level design validation?▼

Planning UX research for level design validation requires clear research questions, context regarding the build state, target audience, and development goals to generate valid study plans.

Does playtest design support both moderated and unmoderated sessions?▼

Playtest design creates comprehensive protocols for both moderated and unmoderated sessions, including participant criteria, session structure, and synthesis plans for qualitative evidence gathering.

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