Fastdeploy LLM Integration

Q: What is a Claude Code skill and how does the Fastdeploy LLM Integration skill fit in?

A Claude Code skill is a 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. Fastdeploy LLM Integration is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Engineering · Sub-category: devops · Last updated: 2026-05-30

ai:llm type:integration

Guides you through adding inference deployment support for a new open-source LLM to the FastDeploy repository. Given a model path (local or HuggingFace/ModelScope hub), this skill walks through analyzing the model architecture, choosing the right base class, generating the model implementation file, updating registries, writing docs, and producing a deployment test script.

From the source SKILL.md

你的任务是：给定一个开源大模型路径，完整实现该模型在 FastDeploy 仓库中的推理部署支持，包括模型实现代码、文档和测试脚本。

What this skill does

Fastdeploy LLM Integration is a community-contributed Claude Code skill in the devops sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/fastdeploy-llm-integration/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Fastdeploy LLM Integration 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 97,000+ 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/fastdeploy-llm-integration
curl -L https://claudskills.com/skills/fastdeploy-llm-integration/SKILL.md \
  -o ~/.claude/skills/fastdeploy-llm-integration/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/fastdeploy-llm-integration/. Claude Code auto-discovers it on next session.

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

📱 Install from your phone or desktop Telegram

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 →

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.

See pricing → Download desktop app

Frequently asked questions

How do I install the Fastdeploy LLM Integration Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/fastdeploy-llm-integration/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Fastdeploy LLM Integration skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Fastdeploy LLM Integration skill?

Use Fastdeploy LLM Integration when your Claude Code task falls under the Engineering category — specifically in the devops area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Fastdeploy LLM Integration" or describe the task and let Claude pick). Browse related skills at /category/engineering/.

What is a Claude Code skill and how does the Fastdeploy LLM Integration skill fit in?

A Claude Code skill is a 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. Fastdeploy LLM Integration 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/.

Attribution & license

Source: https://github.com/PaddlePaddle/FastDeploy/blob/92fdcf7663d1632e9d94c160350055fa816ffdcc/.claude/skills/fastdeploy-llm-integration/SKILL.md
License: Apache-2.0
Author: PaddlePaddle
Website: https://paddlepaddle.github.io/FastDeploy/

Cite this skill

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

APA

PaddlePaddle. (2026). Fastdeploy LLM Integration [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/fastdeploy-llm-integration/

BibTeX

@misc{fastdeploy-llm-integration-2026,
  author    = {PaddlePaddle},
  title     = {Fastdeploy LLM Integration [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/fastdeploy-llm-integration/}
}

Embed this skill

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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