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.
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Frequently asked questions about nemo-mbridge-perf-moe-optimization-workflow
What does the nemo-mbridge-perf-moe-optimization-workflow skill do?
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's a reusable SKILL.md instruction set that loads into your AI coding assistant on demand, no prompt engineering, no copy-pasting every session.
How do I install the nemo-mbridge-perf-moe-optimization-workflow skill?
Run `npx @skills-hub-ai/cli install skills-nemo-mbridge-perf-moe-optimization-workflow` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/skills-nemo-mbridge-perf-moe-optimization-workflow/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.
Which AI tools does nemo-mbridge-perf-moe-optimization-workflow work with?
nemo-mbridge-perf-moe-optimization-workflow runs in Claude Code. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.
Is the nemo-mbridge-perf-moe-optimization-workflow skill free?
Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.
How do I use nemo-mbridge-perf-moe-optimization-workflow after installing it?
In Claude Code, type `/skills-nemo-mbridge-perf-moe-optimization-workflow` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.
Can I share the nemo-mbridge-perf-moe-optimization-workflow skill with my team?
Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.