new-dagster-asset — community new-dagster-asset, nephila, community, ide skills, Claude Code, Cursor, Windsurf

v1.0.0
GitHub

About this Skill

Perfect for Data Pipeline Agents needing advanced asset management capabilities with Dagster Nephila is an AI-powered agent that helps pharmacists navigate drug shortages & find secure therapeutic alternatives.

spideystreet spideystreet
[3]
[0]
Updated: 2/27/2026

Agent Capability Analysis

The new-dagster-asset skill by spideystreet is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance.

Ideal Agent Persona

Perfect for Data Pipeline Agents needing advanced asset management capabilities with Dagster

Core Value

Empowers agents to declaratively define and manage assets using Dagster's asset API, with features like dependency management and output metadata tracking, leveraging Python and Dagster's PipelineSettings

Capabilities Granted for new-dagster-asset

Declaring new assets with upstream dependencies
Managing asset layers with bronze, silver, and gold categorization
Tracking output metadata for data lineage and auditing

! Prerequisites & Limits

  • Requires Dagster installation and configuration
  • Python 3.x compatibility required
  • Limited to Dagster's asset management paradigm
Labs Demo

Browser Sandbox Environment

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Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

new-dagster-asset

Install new-dagster-asset, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.

SKILL.md
Readonly

Skill: Add a New Dagster Asset

Steps

  1. Choose the layer file: asset_bronze.py, asset_silver.py, or asset_gold.py.

  2. Declare the asset:

    python
    1@asset(group_name="<layer>", deps=["<upstream_asset>"]) 2def <asset_name>(context: AssetExecutionContext) -> None: 3 """One-line description.""" 4 settings = PipelineSettings() 5 # ... logic 6 context.add_output_metadata({"key": "value"})
  3. File naming: follow <type>_<function>.py for any new utility files.

  4. Resources (e.g. DbtCliResource): declare in function signature, already registered in definitions.py.

  5. Register: load_assets_from_modules in definitions.py picks up the asset automatically if it's in the right module.

  6. Validate:

    bash
    1uv run dotenv -f .env run -- uv run dagster asset list 2uv run dotenv -f .env run -- uv run dagster asset materialize --select <asset_name>

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is new-dagster-asset?

Perfect for Data Pipeline Agents needing advanced asset management capabilities with Dagster Nephila is an AI-powered agent that helps pharmacists navigate drug shortages & find secure therapeutic alternatives.

How do I install new-dagster-asset?

Run the command: npx killer-skills add spideystreet/nephila/new-dagster-asset. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for new-dagster-asset?

Key use cases include: Declaring new assets with upstream dependencies, Managing asset layers with bronze, silver, and gold categorization, Tracking output metadata for data lineage and auditing.

Which IDEs are compatible with new-dagster-asset?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for new-dagster-asset?

Requires Dagster installation and configuration. Python 3.x compatibility required. Limited to Dagster's asset management paradigm.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add spideystreet/nephila/new-dagster-asset. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use new-dagster-asset immediately in the current project.

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