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Revise README for Agent Skills in Vertex AI

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Updated terminology and formatting for clarity.
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Eric Dong
2026-03-25 15:18:03 -04:00
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# 🤖 Agentic Skills for Google Cloud Vertex AI # 🤖 Agent Skills for Google Cloud Vertex AI
This directory contains a suite of AI Agent **Skills** configured to help agents understand, navigate, and execute tasks on Google Cloud Vertex AI. This directory contains a suite of AI agent **skills** configured to help agents understand, navigate, and execute tasks on Google Cloud Vertex AI.
> [!NOTE] > [!NOTE]
> These skills act as specialized prompt contexts, enabling your LLM agents to perform complex Cloud AI workflows autonomously. > These skills act as specialized prompt contexts, enabling your AI agents to perform complex workflows autonomously.
## Table of Contents ## Table of Contents
@@ -20,8 +20,8 @@ This directory contains a suite of AI Agent **Skills** configured to help agents
## 🌟 Top Starter Skills ## 🌟 Top Starter Skills
- 🚀 `@vertex-deploy` for deploying Open Models from Model Garden directly to endpoints.
- 🛠️ `@genai-sdk` for learning how to use the latest Google Gen AI SDK. - 🛠️ `@genai-sdk` for learning how to use the latest Google Gen AI SDK.
- 🚀 `@vertex-deploy` for deploying Open Models from Model Garden directly to endpoints.
- 🎯 `@vertex-tuning` for fine-tuning models with your own data. - 🎯 `@vertex-tuning` for fine-tuning models with your own data.
- ⚡ `@vertex-inference` for executing Generative AI inference. - ⚡ `@vertex-inference` for executing Generative AI inference.
@@ -32,7 +32,7 @@ These skills follow the universal **SKILL.md** format and work with any AI codin
| Tool | Type | Invocation Example | Path | | Tool | Type | Invocation Example | Path |
| :-------------------- | :--- | :---------------------------------- | :------------------------------------------------------------------------ | | :-------------------- | :--- | :---------------------------------- | :------------------------------------------------------------------------ |
| **Gemini CLI** | CLI | `(User Prompt) Use skill-name...` | `.gemini/skills/` | | **Gemini CLI** | CLI | `(User Prompt) Use skill-name...` | `.gemini/skills/` |
| **Antigravity** | IDE | `(Agent Mode) Use skill...` | Global:`~/.gemini/antigravity/skills/` · Workspace: `.agent/skills/` | | **Antigravity** | IDE | `(Agent Mode) Use skill...` | - Global:`~/.gemini/antigravity/skills/` - Workspace: `.agent/skills/` |
| **Claude Code** | CLI | `>> /skill-name help me...` | `.claude/skills/` | | **Claude Code** | CLI | `>> /skill-name help me...` | `.claude/skills/` |
| **Cursor** | IDE | `@skill-name (in Chat)` | `.cursor/skills/` | | **Cursor** | IDE | `@skill-name (in Chat)` | `.cursor/skills/` |
@@ -88,7 +88,7 @@ To use these skills with your AI agent:
git checkout main git checkout main
``` ```
5. **Expose to Agent**: Ensure the `skills/` directory is accessible to your AI assistant. This typically involves mounting or copying the folder into your agent's specific custom routing directory. See the [Tool Configuration](#tool-configuration) section above for the correct path for your tool. 5. **Expose to Agent**: Ensure the `skills/` directory is accessible to your AI assistant. This typically involves mounting or copying the folder into your agent's specific custom routing directory. See the [Tool Configuration](#tool-configuration) section above for the correct path for your tool.
6. **Trigger the Skills**: Prompt your agent with a Vertex AI related task. The agent should automatically scan for skills, find the primary `vertex-ai/SKILL.md` router, and follow the documented workflow. 7. **Trigger the Skills**: Prompt your agent with a Vertex AI related task. The agent should automatically scan for skills, find the primary `vertex-ai/SKILL.md` router, and follow the documented workflow.
### Example Prompts ### Example Prompts
@@ -98,7 +98,7 @@ Here are some example prompts you can use to trigger the routing logic and test
> "I want to deploy a Llama 3.3 model from Model Garden to a Vertex AI endpoint. Can you help me write the script?" > "I want to deploy a Llama 3.3 model from Model Garden to a Vertex AI endpoint. Can you help me write the script?"
**Testing Inference (Gen AI SDK):** **Testing Inference (Gen AI SDK):**
> "Can you show me how to connect to Vertex AI and get text embeddings using the new Gemini SDK?" > "Can you show me how to connect to Vertex AI and get text embeddings using the new Gen AI SDK?"
**Testing Tuning:** **Testing Tuning:**
> "I need to fine-tune a Gemini 1.5 Pro model using Vertex AI. Where should I start?" > "I need to fine-tune a Gemini 1.5 Pro model using Vertex AI. Where should I start?"