Agent Skills Reference

Operational guides and validated knowledge cards for Megatron Bridge.

Each skill contains enablement snippets, code anchors, constraints, pitfalls, and verification steps.

Getting Started

• Build and Dependency
• Bump Dependency
• Testing
• CI/CD
• MLM vs Bridge Training
• Auto Recipe — Recipe Index & Recommendation

Adding Model Support

• Adding New Model Support in Megatron-Bridge
• LLM Bridge Patterns
• VLM Bridge Patterns
• Recipe Patterns
• Test and Example Patterns
• verl E2E Testing
• NeMo-RL E2E Testing

Performance Techniques

• Parallelism Strategy Selection Skill
• CUDA Graphs
• TP / DP / PP Communication Overlap Skill
• Megatron FSDP Skill
• Sequence Packing Skill
• Hierarchical Context Parallel Skill
• MoE Expert-Parallel Overlap Skill
• MoE Communication Overlap
• Activation Recompute
• Memory Tuning
• MoE Dispatcher Selection Guide
• MoE Hardware Configuration Reference
• MoE Long-Context Training
• MoE Training Optimization Workflow
• MoE VLM Training
• CPU Offloading

Cluster & Debugging

• Multi-Node Slurm

Resiliency

• Resiliency