game-idea-loop

Generates and evolves game ideas through iterative scoring, selection, and mutation loops.

1|Updated Mar 12, 2025
One-click install
npx skills add https://github.com/void2610/dotfiles --skill game-idea-loop-void2610
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: game-idea-loop
Source: https://github.com/void2610/dotfiles/tree/main/.claude/skills/game-idea-loop
Command: npx skills add https://github.com/void2610/dotfiles --skill game-idea-loop-void2610

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve? Brainstorming game concepts often stalls after a few obvious ideas, and there is no structured way to compare, refine, and select the strongest concept. This Skill automates an evolutionary ideation loop that generates dozens of game ideas, scores them against a strict rubric, and iteratively improves them across multiple generations. ## Core Features & Use Cases - Evolutionary Idea Generation: Runs generation, scoring, selection, crossover, and mutation cycles inspired by genetic algorithms, with diversity-preservation rules to avoid premature convergence. - Rubric-Based Evaluation: Scores every idea on originality, fun core, and communicability using a detailed rubric with checklists to prevent score inflation. - Full Audit Trail: Records all ideas, scores, survivors, and generation summaries in a structured Markdown workspace, ending with a final report including a development roadmap and risk analysis. - Use Case: An indie developer wants a unique mobile game concept. They specify platform and team size constraints, and the Skill autonomously runs five generations of ideation, delivering a ranked final report with the top idea's elevator pitch, core mechanics, and differentiation from existing titles. ## Quick Start Tell the AI to launch game-idea-loop with your constraints, such as genre, platform, team size, and number of generations, and it will run the full ideation loop automatically.

Frequently Asked Questions about game-idea-loop

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

FAQPage Schema
How do I generate game ideas with an AI automatically?▼

Invoke the game-idea-loop skill with your constraints such as genre, platform, and team size. It autonomously generates dozens of ideas per generation, scores them, and evolves the best ones across multiple generations without requiring further input.

How are game ideas evaluated and scored?▼

Each idea is scored on three axes: originality (50 points), fun core (25 points), and communicability (25 points). A detailed rubric with checklists defines score bands, and evaluators must justify every score with written reasoning to prevent grade inflation.

What output files does the game idea loop produce?▼

It creates a timestamped workspace containing constraints.md, generation and evaluation logs, a hall-of-fame file, per-generation idea and score files, and a final report with the winning concept, roadmap, and risk analysis.

Can I control how many ideas and generations the loop runs?▼

Yes. During the constraint-gathering phase you specify the number of generations, ideas per generation, and survivor count. The loop also supports early termination when a 90-plus score appears and stagnation handling via increased mutation rates.

How does the loop avoid generating repetitive similar ideas?▼

Each generation includes 30 percent completely new ideas using rotating ideation techniques, plus a diversity guarantee rule that swaps out survivors with overly similar core mechanics. Mutation rates increase to 60 percent if scores stagnate for three generations.