# ae-data-integration-helper

Guides ThinkingAI SDK setups across client and server runtimes, including LogBus2 ingestion workflows.

- skill · `type=skill` · Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, OpenCode · 791 installs · ★ 21
- Author: ThinkingAIAgenticEngine
- License: not stated · policy=link-only · description only; the file stays with the author
- Source: https://github.com/ThinkingAIAgenticEngine/ae-cli/tree/HEAD/skills/ae-data-integration-helper/SKILL.md
- Updated: 2026-10-22
- HTML: https://affpapa.org/en/nevibecode/skills/ae-data-integration-helper

## What it does

This skill guides developers through integrating ThinkingAI analytics into mobile, web, and backend code. It covers user identification conventions using `distinct_id` and `account_id`, system fields prefixed with `#`, and data validation. Client coverage includes Android, iOS, JavaScript, Unity, and OpenHarmony. For backends, it addresses SDKs in Java, Python, Go, Node.js, PHP, and C#.

Data ingestion help extends to LogBus2, REST APIs, and DataX. It explains how server consumers like `LoggerConsumer`, `BatchConsumer`, and `DebugConsumer` work. When troubleshooting missing metrics or connection timeouts, the assistant stops to collect the runtime language and error logs before attempting a fix.

Offline ingestion of spreadsheets or local CSV files is routed outside this assistant to `ae-data-integration`.

## Install

### Claude Code (native platform)

1. **Skills CLI (Vercel)**
```bash
npx skills add ThinkingAIAgenticEngine/ae-cli --skill ae-data-integration-helper -a claude-code
```

2. **Manually: put the files in place**
- File: `~/.claude/skills/ae-data-integration-helper/SKILL.md` — Copy the whole skill folder; for one project use .claude/skills/ae-data-integration-helper/

### Codex

1. **Skills CLI (Vercel)**
```bash
npx skills add ThinkingAIAgenticEngine/ae-cli --skill ae-data-integration-helper -a codex
```

2. **Manually: put the files in place**
- File: `.agents/skills/ae-data-integration-helper/SKILL.md` — For all projects use ~/.agents/skills/

### Cursor

1. **Skills CLI (Vercel)**
```bash
npx skills add ThinkingAIAgenticEngine/ae-cli --skill ae-data-integration-helper -a cursor
```

2. **Manually: put the files in place**
- File: `.cursor/skills/ae-data-integration-helper/SKILL.md` — Cursor also reads .agents/skills/ and .claude/skills/

### GitHub Copilot

1. **GitHub CLI**
```bash
gh skill install ThinkingAIAgenticEngine/ae-cli ae-data-integration-helper
```

2. **Manually: put the files in place**
- File: `.github/skills/ae-data-integration-helper/SKILL.md`

### Gemini CLI

1. **Skills CLI (Vercel)**
```bash
npx skills add ThinkingAIAgenticEngine/ae-cli --skill ae-data-integration-helper -a gemini-cli
```

2. **Platform CLI**
```bash
gemini skills install https://github.com/ThinkingAIAgenticEngine/ae-cli --path skills/ae-data-integration-helper
```

### Windsurf (Devin Desktop)

**Manually: put the files in place**
- File: `.devin/skills/ae-data-integration-helper/SKILL.md` — The legacy .windsurf/skills/ path still works

### OpenCode

**Skills CLI (Vercel)**
```bash
npx skills add ThinkingAIAgenticEngine/ae-cli --skill ae-data-integration-helper -a opencode
```

### Claude.ai

**Claude.ai**
- Zip the folder and upload it in Settings → Capabilities → Skills

Where a file is given instead of a command, copy the files from the source to that path: https://github.com/ThinkingAIAgenticEngine/ae-cli/tree/HEAD/skills/ae-data-integration-helper/SKILL.md

## When to use it
- map visitor identifiers to account IDs across login states
- configure client analytics SDKs for mobile applications
- set up server event delivery using `BatchConsumer` or `LoggerConsumer`
- troubleshoot event ingestion failures inside LogBus2
- verify custom event parameters and system properties

## Example prompts
- How do I configure LoggerConsumer for the Python SDK?
- Why are events showing success in logs but missing from the dashboard?
- How should distinct_id and account_id map after user login?

## Similar
- [xlsx](https://affpapa.org/en/nevibecode/skills/xlsx.md) — skill · 187223 installs
- [google-agents-cli-observability](https://affpapa.org/en/nevibecode/skills/google-agents-cli-observability.md) — skill · 511300 installs
- [caveman-evidence-review](https://affpapa.org/en/nevibecode/skills/caveman-evidence-review.md) — skill · 104500 installs
- [migration](https://affpapa.org/en/nevibecode/skills/migration.md) — skill · 103900 installs
- [performance-optimization](https://affpapa.org/en/nevibecode/skills/performance-optimization.md) — skill · 65200 installs
- [supabase](https://affpapa.org/en/nevibecode/skills/supabase.md) — skill · 8 installs

From the same set: [thinkingaiagenticengine/ae-cli](https://affpapa.org/en/nevibecode/by/thinkingaiagenticengine/ae-cli.md) — 17 cards

---
NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md