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Trtllm Moe Develop

Category: Engineering  ·  Sub-category: backend  ·  Last updated:
ai:llmtype:review
Review, design, and refactor TensorRT-LLM PyTorch MoE code for architecture fit, clean code, maintainability, and testability. Always use for any modification, review, refactor, or design planning that touches MoE modules, including tensorrt_llm/_torch/modules/fused_moe, ConfigurableMoE, MoE backends, MoEScheduler/moe_scheduler.py, forward execution/chunking, communication strategies, EPLB, quantization/weight handling, routing, factories, MoE docs, or MoE tests. Also use when the user asks whether a MoE design follows the current architecture or whether a MoE refactor is reasonable.

From the source SKILL.md

Use this skill to keep MoE changes aligned with the current TensorRT-LLM MoE architecture. Favor module roles, API boundaries, and testability over local style cleanup.

What this skill does

Trtllm Moe Develop is a community-contributed Claude Code skill in the backend sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/trtllm-moe-develop/ and loads when your prompt matches the skill's trigger.

When to invoke it: use when the user asks whether a MoE design follows the current architecture or whether a MoE refactor is reasonable.

Who uses this skill

The Trtllm Moe Develop Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/trtllm-moe-develop
curl -L https://claudskills.com/skills/trtllm-moe-develop/SKILL.md \
  -o ~/.claude/skills/trtllm-moe-develop/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/trtllm-moe-develop/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/trtllm-moe-develop/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\trtllm-moe-develop\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
NVIDIA. (2026). Trtllm Moe Develop [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/trtllm-moe-develop/
BibTeX
@misc{trtllm-moe-develop-2026,
  author    = {NVIDIA},
  title     = {Trtllm Moe Develop [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/trtllm-moe-develop/}
}

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