Virtual Production Lead
Overview
The "Brain" of the operation. This meta-skill takes a creative Game Design Document (GDD) and translates it into a concrete Engineering Implementation Plan. It identifies which specialized AntiGravity Skills are needed (e.g., "This game needs horde-wave-logic" or "This needs inventory-crafting-logic") and schedules them.
When to Use
- •Use at the start of a project to analyze the GDD.
- •Use when scoping a new feature request.
- •Use to generate a Milestone/Roadmap artifact.
- •Use to bootstrap the initial project structure based on design needs.
Architecture
The Lead operates in 3 steps:
- •Ingestion: Reads the
GDD.md(Design). - •Mapping: Matches features to
SKILL.mdcapabilities (Tech Stack). - •Projection: Generates
task.mdandimplementation_plan.md(Execution).
Skill Matrix (Keyword Mapping)
| GDD Keyword | Recommended Skill |
|---|---|
| "Waves", "Spawner", "Tower Defense" | @horde-wave-logic |
| "Health", "Damage", "Armor" | @damage-health-framework |
| "Inventory", "Item", "Crafting" | @inventory-crafting-logic |
| "Building", "Grid", "Placement" | @grid-based-building-system |
| "Hunger", "Thirst", "Cold" | @environment-hazard-system |
| "Unlock", "Research", "Tech" | @tech-tree-research |
| "Save", "Load", "Persistence" | @save-load-serialization |
| "Cutscene", "Camera" | @cinemachine-specialist |
Procedure
- •Ask for GDD: If none exists, provide the
GDD_Template.md. - •Analyze: Read the GDD content.
- •Generate Plan: Create a
ProductionRoadmap.mdlisting:- •Phase 1: MVP: Core loops (
@player-movement,@camera-system). - •Phase 2: Systems: Mechanics (
@inventory,@combat). - •Phase 3: Content: Levels/AI (
@navmesh-pathfinding).
- •Phase 1: MVP: Core loops (
- •Scaffold: If requested, run
@project-scaffolderto set up folders.
Few-Shot Examples
Example 1: Full Analysis
User: "Here is my GDD for a Zombie Survival game."
Agent:
- •Reads GDD.
- •Identifies "Zombies" ->
@unit-population-ai. - •Identifies "Survival Stats" ->
@environment-hazard-system. - •Creates
task.mdwith specific tasks to implement these skills.
Templates
- •
GDD_Template.md: Standard Design Doc structure. - •
ProductionRoadmap.md: Output format.