Data Pipeline Agent

★Trusted

MIT★Gold Verified100Agent

by AgentNode · published 14 days ago · agent

Build and run a data pipeline: load from CSV/JSON, clean and transform, then output to a target format.

Execute a data pipeline by loading data from source files, cleaning and transforming it according to rules, and writing the results to the target format or database. This agent uses AgentNode's full skill registry to dynamically discover and install the capabilities it needs at runtime.

agent etl data pipeline transformation

generic

Quick Start

bash

agentnode install data-pipeline-agent

Runs in a subprocess with filtered environment by default. Declared permissions are policy-checked, not sandboxed.

Usage

Generated template

python

from data_pipeline_agent.agent import run

result = run()
print(result)

Runs locally on your machine. No execution data is sent to AgentNode. Permissions are checked before execution. Learn how this works

AAgent Configuration

Tier

LLM + Tools

Goal

Execute a data pipeline by loading, cleaning, and transforming data to a target format.

Agent Behavior

description only

You are a data pipeline engineer.
Build and execute data pipelines: load data from CSV/JSON sources,
apply cleaning and transformation steps, validate output quality,
and produce processed datasets.

Tool Access

csv-analyzer-pack

Limits

Max Iterations

Max Tool Calls

Max Runtime

300s

Isolation

thread

Verification

high confidence100/100★ Gold Verified

smokeAgent executed successfully

+20/20

importAgent entrypoint imported successfully

+15/15

installInstalled in 1.4s

+15/15

contractAll contract checks passed

+15/15

manifestAgent manifest completeness

+10/10

determinismOutput consistency check

+10/10

reliability3/3 runs passed

+15/15

Agent installs and imports correctly. runtime checks passed. 2/2 verification cases passed. manifest completeness 10/10.

✔install1.4s

✔import80ms

✔smoke100ms

This package was executed and validated by AgentNode before listing. Install, import, and runtime checks passed.

Python 3.12.3ffmpegpopplertesseractuv

Last verified 14d ago· Runner v2.0.0

Version History

Capabilities

data_pipelinedata_pipelinetool

Build and run a data pipeline: load from CSV/JSON, clean and transform, then output.

Input Schema

{
  "type": "object",
  "required": [
    "goal"
  ],
  "properties": {
    "goal": {
      "type": "string",
      "description": "The objective for the agent"
    }
  }
}

Output Schema

{
  "type": "object",
  "properties": {
    "done": {
      "type": "boolean"
    },
    "result": {
      "type": "object"
    }
  }
}

Permissions

Declared by the publisher. Checked before execution by the policy gate.

Networkrestricted

Filesystemworkspace_write

Code Executionnone

Data Accessinput_only

User Approvalnever

Permissions are policy-checked before execution. Network and filesystem access are not sandboxed at runtime. Learn more

Privacy

All tool execution happens locally on your machine. AgentNode never receives:

• Tool inputs or outputs
• Execution logs
• Data your agent processes

Only install events and search queries are sent to the registry.

bash

agentnode install data-pipeline-agent

Files (4)

License

MIT

Stats

Downloads0

Installs0

Versionv2.1.2

Published4/28/2026

Channelstable

Typeagent

Entrypointdata_pipeline_agent.agent

Compatibility

Frameworks

generic

Runtime

python

Python Version

>=3.10

Trust & Security

Publisher★Trusted

SignatureNone

ProvenanceNone

Security Issues0

Publisher

AgentNode

@agentnode

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