# Data Pipeline

> Design and implement ETL data pipelines with validation and monitoring

- **Type:** Skill
- **Install:** `agentstack add skill-amelmo-loadout-data-pipeline`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [AmElmo](https://agentstack.voostack.com/s/amelmo)
- **Installs:** 0
- **Category:** [Data & Analytics](https://agentstack.voostack.com/c/data-and-analytics)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [AmElmo](https://github.com/AmElmo)
- **Source:** https://github.com/AmElmo/loadout/tree/main/fixtures/home/.gemini/skills/data-pipeline

## Install

```sh
agentstack add skill-amelmo-loadout-data-pipeline
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Data Pipeline Builder

Given a data source and target, design a complete ETL pipeline:

1. **Extract**: Define data source connectors and incremental extraction
2. **Transform**: Data cleaning, normalization, type casting, enrichment
3. **Load**: Batch or streaming load strategy with idempotency
4. **Validate**: Data quality checks — nulls, duplicates, schema drift
5. **Monitor**: Alerting on failures, row count anomalies, latency spikes

Use Python with `pandas` for batch, `Apache Beam` for streaming.
Always include retry logic and dead letter queues for failed records.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [AmElmo](https://github.com/AmElmo)
- **Source:** [AmElmo/loadout](https://github.com/AmElmo/loadout)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-amelmo-loadout-data-pipeline
- Seller: https://agentstack.voostack.com/s/amelmo
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.