Build a Super Skill

Select models, define the domain, launch the pipeline.

Home Heatmap Ops Domain

Choose Your Models

Teacher Model (the expert you're learning from)

Loading models...

Student Model (what gets trained)

Loading models...

Super Skill Name

ID: my-ai-model-engineer

What should your model be an expert in?

AI Model Engineer (The Bootstrap)

Deep expertise in building, training, evaluating, and deploying language models from first principles. Follows Karpathy'

Ready

Model: 3B

Neural Net FundamentalsLanguage ModelingTransformer ArchitectureTokenizationTraining DynamicsKnowledge DistillationFine-Tuning MethodsEvaluation MethodologyHallucination DetectionInference OptimizationScaling LawsNucleus Pipeline (proprietary)Adversarial Convergence (proprietary)

Subdomains

Sources

Reasoning Patterns

Failure Modes

Start Building

Configuration Summary

Skill

My AI Model Engineer

Teacher

Student

Domain

ai-model-engineer

Watch the Pipeline

Heatmap

Phase load + resources

Ops Console

Logs + metrics + traces

Message Flow

NATS streams + lag

Domain

Breadth/depth analysis