# cdc-and-incremental-loading

> Guides agents through change data capture and incremental load design.

Guides agents through change data capture and incremental load design. Use when building or modifying watermark-based loads, upserts, deduplication, merge logic, late data handling, or replayable incremental pipelines.

- Type: Skill
- Made by: vaquarkhan
- Category: Data & analytics
- Formats: Skills
- Version: 0b6cf5a
- Source: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading
- Page: https://pluginboard.ai/skills/cdc-and-incremental-loading

## Works with

- ChatGPT
- Claude
- Gemini
- GitHub Copilot
- Cursor
- Claude Code
- Codex
- Antigravity
- Gemini CLI
- Replit
- OpenClaw
- OpenCode
- Hermes Agent

## Install

### ChatGPT

In ChatGPT: Download the cdc-and-incremental-loading folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading

### Claude

In Claude (web or desktop): Download the cdc-and-incremental-loading folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading

### Gemini

In Gemini: Download the cdc-and-incremental-loading folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it).

View the folder on GitHub: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit vaquarkhan/data-engineering-agent-skills/skills/cdc-and-incremental-loading ~/.copilot/skills/cdc-and-incremental-loading
```

View the folder on GitHub: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading

### Cursor

Run in your terminal:

```shell
npx -y degit vaquarkhan/data-engineering-agent-skills/skills/cdc-and-incremental-loading ~/.cursor/skills/cdc-and-incremental-loading
```

View the folder on GitHub: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading

### Claude Code

Run in your terminal:

```shell
npx -y degit vaquarkhan/data-engineering-agent-skills/skills/cdc-and-incremental-loading ~/.claude/skills/cdc-and-incremental-loading
```

View the folder on GitHub: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading

### Codex

Run in your terminal:

```shell
npx -y degit vaquarkhan/data-engineering-agent-skills/skills/cdc-and-incremental-loading ~/.agents/skills/cdc-and-incremental-loading
```

View the folder on GitHub: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading

### Antigravity

In Antigravity: Copy the cdc-and-incremental-loading folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading

### Gemini CLI

Run in your terminal:

```shell
npx -y degit vaquarkhan/data-engineering-agent-skills/skills/cdc-and-incremental-loading ~/.gemini/skills/cdc-and-incremental-loading
```

View the folder on GitHub: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading

### Replit

Run in your terminal:

```shell
npx -y degit vaquarkhan/data-engineering-agent-skills/skills/cdc-and-incremental-loading .agents/skills/cdc-and-incremental-loading
```

View the folder on GitHub: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading

### OpenClaw

Run in your terminal:

```shell
npx -y degit vaquarkhan/data-engineering-agent-skills/skills/cdc-and-incremental-loading ~/.openclaw/skills/cdc-and-incremental-loading
```

View the folder on GitHub: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading

### OpenCode

Run in your terminal:

```shell
npx -y degit vaquarkhan/data-engineering-agent-skills/skills/cdc-and-incremental-loading ~/.config/opencode/skills/cdc-and-incremental-loading
```

View the folder on GitHub: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading

### Hermes Agent

Run in your terminal:

```shell
npx -y degit vaquarkhan/data-engineering-agent-skills/skills/cdc-and-incremental-loading ~/.hermes/skills/cdc-and-incremental-loading
```

View the folder on GitHub: https://github.com/vaquarkhan/data-engineering-agent-skills/tree/HEAD/skills/cdc-and-incremental-loading

---
From Pluginboard (https://pluginboard.ai).