design-batch

Orchestrate sub-agents to process MTG mechanics JSON in parallel.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/Tomoda826/mtg-goldfisher --skill design-batch
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: design-batch
Source: https://github.com/Tomoda826/mtg-goldfisher/tree/main/.claude/skills/design-batch
Command: npx skills add https://github.com/Tomoda826/mtg-goldfisher --skill design-batch

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Spawns sub-agents to process MTG mechanics JSON in parallel, enabling scalable, deterministic test design and verification across large card datasets.

Core Features & Use Cases

  • Parallel agent orchestration with a manifest-driven workflow
  • Phase-based processing: chunking, instruction provisioning, verification, and merging
  • Deduplicated results with automated quality checks and safe merging

Quick Start

Run this skill to spawn sub-agents that read a mechanics JSON, chunk it, generate test scenarios, validate them, and merge the results into a single output file.

Frequently Asked Questions about design-batch

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

FAQPage Schema
How do I automate parallel test design for large MTG mechanics JSON datasets?

To automate parallel test design, this skill orchestrates sub-agents to process your mechanics JSON in parallel. It handles chunking, instruction provisioning, validation, and merging to produce a single, deduplicated output file.

What is manifest-driven orchestration for sub-agent testing?

Manifest-driven orchestration is a deterministic workflow that coordinates parallel sub-agents across processing phases. It enforces strict error handling and safe merging to ensure consistent, automated quality checks across large datasets.

How do I scale MTG engine testing across large card datasets without duplicates?

To scale MTG engine testing without duplicates, the workflow chunks mechanics JSON and assigns it to parallel sub-agents. Results are automatically validated, merged, and deduplicated into a single consistent output file.

Do I need any external dependencies to run batch test orchestration?

No external dependencies are required to run batch test orchestration. The skill operates independently, using its internal manifest-driven pipeline to spawn sub-agents, process JSON, and enforce strict error handling without external components.

What is the best way to structure a deterministic workflow for verifying mechanics JSON?

The best way to structure deterministic JSON verification is using a phase-based pipeline. This approach separates chunking, instruction provisioning, and validation, ensuring sub-agents process data safely with automated quality checks before merging.