Add New Model includes pricing or quota commentary. At roughly 2,352 words the SKILL.md is on the longer end of the catalog distribution.
Add New Model sits in the Engineering category under the architecture sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.
These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.
End-to-end workflow for integrating a new MoE language model. This file is the entry point: it tells you the phase order, the gates between phases, and which reference/*.md to load before each phase. Do not try to do everything from memory — load the reference file for the phase you're in.
Add New Model is a community-contributed Claude Code skill in the architecture sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/add-new-model/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when the user asks to "add support for model X", "implement model Y in pithtrain", "port model Z", or otherwise integrate a new MoE architecture. Scope covers the model file, all framework wiring (setup_model, apply_fsdp, test_fsdp), optional checkpoint conversion, and running training + inference tests from pp=1/ep=1 up to pp=2/ep=2.
The Add New Model 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 116,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
mkdir -p ~/.claude/skills/add-new-model curl -L https://claudskills.com/skills/add-new-model/SKILL.md \ -o ~/.claude/skills/add-new-model/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/add-new-model/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/add-new-model/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\add-new-model\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
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.
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
SKILL.md from the source repository to ~/.claude/skills/add-new-model/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Add New Model is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.If you reference this skill in a blog post, paper, or documentation, you can cite it as:
@misc{add-new-model-2026,
author = {mlc-ai},
title = {Add New Model [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/add-new-model/}
}Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:
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SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.