ClaudSkills / Engineering / engineering-misc

Agent Platform Inference

Q: What is a Claude Code skill and how does the Agent Platform Inference 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. Agent Platform Inference 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: engineering-misc · Last updated: 2026-06-05

ai:gemini ai:agent

Connects to and performs inference with Google Cloud Agent Platform GenAI models, including First-Party Gemini models and Third-Party OpenMaaS models (Llama, DeepSeek, Qwen, etc.). Use when you need to generate code for calling Gemini or OpenMaaS models, authenticate with GenAI SDK, OpenAI SDK, or legacy Agent Platform SDK, configure base URLs and global/regional endpoints, or troubleshoot 429 Resource Exhausted (DSQ), 400 User Validation, or 404 Not Found errors. Don't use for deploying models to endpoints or for running model evaluations.

From the source SKILL.md

This skill provides instructions for authenticating and connecting to Google Cloud Agent Platform to use Generative AI models. It covers both First-Party (Gemini) and Third-Party (OpenMaaS) models.

What this skill does

Agent Platform Inference is a community-contributed Claude Code skill in the engineering-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/agent-platform-inference/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when you need to generate code for calling Gemini or OpenMaaS models, authenticate with GenAI SDK, OpenAI SDK, or legacy Agent Platform SDK, configure base URLs and global/regional endpoints, or troubleshoot 429 Resource Exhausted (DSQ), 400 User Validation, or 404 Not Found errors. Don't use for deploying models to endpoints or for running model evaluations.

Who uses this skill

The Agent Platform Inference 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 120,000+ 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/agent-platform-inference
curl -L https://claudskills.com/skills/agent-platform-inference/SKILL.md \
  -o ~/.claude/skills/agent-platform-inference/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/agent-platform-inference/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/agent-platform-inference/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\agent-platform-inference\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 Agent Platform Inference Claude Code skill?

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

What does the Agent Platform Inference 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 Agent Platform Inference skill?

Use Agent Platform Inference when your Claude Code task falls under the Engineering category — specifically in the engineering misc 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 Agent Platform Inference" or describe the task and let Claude pick). Browse related skills at /category/engineering/.

What is a Claude Code skill and how does the Agent Platform Inference 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. Agent Platform Inference 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/google/skills/blob/HEAD/skills/cloud/agent-platform-inference/SKILL.md
License: Apache-2.0
Author: google

Cite this skill

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

APA

google. (2026). Agent Platform Inference [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/agent-platform-inference/

BibTeX

@misc{agent-platform-inference-2026,
  author    = {google},
  title     = {Agent Platform Inference [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/agent-platform-inference/}
}

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