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Nemo Mbridge Perf Moe Optimization Workflow

Evidence-gated workflow for MoE performance optimization in Megatron Bridge. Covers measurement contracts, the Three Walls framework, parallel folding, profiling, matched A/B tuning, and final validation.

Claude CodeCodexSKILL.md Official publisher
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Overview

What It Does

Nemo Mbridge Perf Moe Optimization Workflow packages a focused coding & development workflow for an AI agent. Evidence-gated workflow for MoE performance optimization in Megatron Bridge. Covers measurement contracts, the Three Walls framework, parallel folding, profiling, matched A/B tuning, and final validation. It is best suited to users who can review the resulting actions and provide only the accounts, files, or command access needed for the task. It is not a substitute for human approval on destructive, financial, security-sensitive, or public-facing actions.

Task ideas

Popular Use Cases

  • Review and improve a code change
  • Automate a repeatable development task
  • Investigate failures and prepare a fix
  • Work with repositories and developer tooling

Installation

Install this Agent Skill

Claude Code

npx skills add https://github.com/NVIDIA/skills --skill nemo-mbridge-perf-moe-optimization-workflow

Commands derived from the public GitHub SKILL.md record. Checked 2026-09-02. Review the source before running them.

Before you start

Requirements

Claude CodeRequired / review
CodexRequired / review
Public SKILL.md sourceRequired / review
Review instructions and requested permissions before installationRequired / review
Paid serviceCheck source
Supported systemCheck source

Popularity context

Why It’s Popular

Nemo Mbridge Perf Moe Optimization Workflow is a verified Agent Skill from NVIDIA with a public SKILL.md, compatible with Claude Code, Codex.

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