feat: Integrate agentic-crew for AI-powered game development

[jbdevprimary]

Migrated from jbdevprimary/otterfall#6

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Summary

The .crewai/ directory has been populated with game-specific AI crews and flows from agentic-crew. These enable AI-powered game development workflows.

What's Been Added

Crews (.crewai/crews/)

Crew	Purpose
game_builder	Build ECS components, systems, and game code
world_design	Design world systems, biomes, and environments
creature_design	Design creatures, species, and AI behaviors
gameplay_design	Design gameplay mechanics and systems
ecs_implementation	Implement ECS components and systems
rendering	Implement shaders and visual effects
qa_validation	Review and validate code quality
asset_pipeline	Process and integrate game assets

Flows (.crewai/flows/)

Flow	Purpose
GameDesignFlow	Complete design phase orchestration
ImplementationFlow	Build phase orchestration
AssetGenerationFlow	Asset creation workflow
TDDPrototypeFlow	Test-driven development workflow
HITLReviewFlow	Human-in-the-loop review

Usage

With agentic-crew CLI

# Install agentic-crew with CrewAI
pip install agentic-crew[crewai]

# List available crews
agentic-crew list otterfall

# Run a crew
agentic-crew run otterfall game_builder --input "Create a BiomeComponent with temperature and humidity"

# Run with file input
agentic-crew run otterfall world_design --file specs/new_biome.md

Programmatically

from agentic_crew import discover_packages, get_crew_config, run_crew_auto

# Discover otterfall package
packages = discover_packages()
config = get_crew_config(packages["otterfall"], "game_builder")

# Run the crew
result = run_crew_auto(config, inputs={
    "spec": "Create a WeatherSystem that affects creature behavior"
})

Tasks

• Test crews with actual game development tasks
• Add knowledge sources to .crewai/knowledge/
• Customize agent prompts for Otterfall's specific patterns
• Integrate with strata for 3D asset generation (see @jbcom/strata)

Related

• agentic-crew: https://github.com/jbcom/agentic-crew
• strata (3D assets): https://github.com/jbcom/strata
• PR Create playable demo and showcase #4: Initial crew additions