tool-discover

Recommends licensed, hardware-compatible generative game tools from an offline catalog.

Updated Aug 2, 2026
One-click install
npx skills add https://github.com/claretagrapelike32/codex-ai-game-studio --skill tool-discover-claretagrapelike32
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: tool-discover
Source: https://github.com/claretagrapelike32/codex-ai-game-studio/tree/main/plugins/ai-game-studio/skills/tool-discover
Command: npx skills add https://github.com/claretagrapelike32/codex-ai-game-studio --skill tool-discover-claretagrapelike32

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Choosing generative AI tools for game development is risky: licenses may be unclear, hardware requirements may not match your machine, and catalog metadata goes stale. This Skill turns a concrete production need into a small, evidence-backed shortlist of compatible tools with license and risk notes. ## Core Features & Use Cases - Catalog-First Search: Queries the checked-in offline generative-game catalog, enriching volatile metadata through GitHub only when available. - Constraint Filtering: Filters candidates by operating system, architecture, runtime, GPU backend, VRAM, maturity, and license status. - Ranked Shortlist with Gates: Compares at most three candidates and applies seven production gates covering rights, technical validation, performance budgets, and human approval. - Use Case: You need a text-to-3D-animation tool that runs on Windows with an RTX-class GPU and permits commercial output. The Skill searches the catalog, filters by your hardware and license constraints, and recommends one route with reasons the alternatives were rejected. ## Quick Start Use the tool-discover skill to find licensed, hardware-compatible generative tools for creating sprite animations on Windows with an NVIDIA GPU.

Frequently Asked Questions about tool-discover

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

FAQPage Schema
How do I find generative AI tools compatible with my GPU for game development?

Provide your desired workflow, engine, operating system, and hardware constraints. The Skill searches its offline catalog, filters by GPU backend, VRAM, runtime, and architecture, then returns a ranked shortlist of at most three compatible candidates.

How do I check if an AI tool's license allows commercial game assets?

The Skill filters catalog entries by license status and blocks commercial recommendations when code, model, dataset, output, or commercial terms are unknown. Rights, consent, and generation-provenance checks are part of the mandatory production gates.

Does the tool catalog require an internet connection to search?

No. The Skill searches the checked-in offline catalog first and only enriches volatile metadata through GitHub when a connection is available. It never refreshes or rewrites the catalog implicitly.

Can a recommended tool be used in production immediately?

Not automatically. Before production promotion, all seven gates must pass, including license verification, technical validation, performance budget checks, playability smoke tests, regression evidence, and explicit human approval.

What are the limitations of catalog-based tool recommendations?

A catalog entry is metadata only, not permission to download or launch a repository. Unknown rights, unsupported hardware, conflicting host adapters, or failed quality gates block production recommendations, and volatile metadata may be unavailable offline.