Interpretable Context Methodology
Opus orchestrates. Haiku executes.
A folder-routed pipeline where every agent loads only the context it needs — nothing more.
Context Layers
L0
System Orientation
CLAUDE.md
L1
Task Routing
CONTEXT.md
L2
Stage Contract
stages/NN/CONTEXT.md
L3
Shared Reference
_config/ • skills/
L4
Character Artifacts
characters/<id>/
OPUS · ORCHESTRATOR
designs · routes · reviews
stages/01-metahuman-engine-export
idle
Export FBX + Textures
UE MetaHuman → FBX mesh, rig, and texture atlas
source/→01-fbx/
stages/02-blender-assemble
idle
Assemble & Clean in Blender
Merge meshes, fix normals, bake material tree
01-fbx/→02-blend/
stages/03-glb-export
idle
GLB Export & Web Constraints
Draco compression, texture sizing, size budget
02-blend/→03-glb/
▸ characters/ada
● manifest.json updated
HAIKU
metahuman · blender · glb
narrow context · deterministic stages · machine-readable manifests