weekly-pipeline

Orchestrate weekly NFL data processing from Bronze ingestion to projection generation.

Updated Aug 15, 2025

Search Tags:#automation #data-processing #weekly-pipeline #projections #bronze-silver-gold #nfl

Ready to run

npx skills add https://github.com/gesmith0606/nfl_data_engineering --skill weekly-pipeline

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: weekly-pipeline
Source: https://github.com/gesmith0606/nfl_data_engineering/tree/main/.claude/skills/weekly-pipeline
Command: npx skills add https://github.com/gesmith0606/nfl_data_engineering --skill weekly-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the end-to-end weekly NFL data processing pipeline by chaining Bronze ingestion, Silver transformation, and Gold projections to deliver timely weekly projections for a given season and week.

Core Features & Use Cases

Orchestrates Bronze ingestion for weekly data types (player_weekly, snap_counts, injuries, rosters)
Applies Silver transformations to produce analytics-ready features and anti-features for projection
Generates weekly projections for fantasy formats (PPR, half-PPR, standard) and supports scenario planning

Quick Start

Run the weekly pipeline for a given season and week to generate projections using the specified scoring format.

Frequently Asked Questions about weekly-pipeline

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I automate weekly NFL data ingestion and projection generation?▼

Automate weekly NFL data processing by orchestrating Bronze ingestion, Silver transformation, and projection generation into a single repeatable workflow for a specified season and week, handling player data, snap counts, injuries, and rosters end-to-end.

What scoring formats are supported for weekly NFL fantasy projections?▼

Weekly NFL fantasy projections support PPR, half-PPR, and standard scoring formats. The pipeline applies Silver transformations to analytics-ready features and generates projections suitable for scenario planning across all three formats.

How does the Bronze Silver Gold architecture work for NFL data processing?▼

The Bronze Silver Gold architecture processes NFL data by ingesting raw weekly data types in Bronze, applying Silver transformations to create analytics-ready features and anti-features, and generating Gold projections for fantasy formats.

Can I run the weekly NFL pipeline for a specific season and week in-season?▼

Yes, the weekly NFL pipeline is designed for in-season weekly runs for a given season and week. It executes ingestion, transformation, and projection scripts with environment checks and error handling to ensure data validity.

What NFL data types are ingested during the Bronze stage of the pipeline?▼

The Bronze stage ingests weekly NFL data types including player_weekly data, snap_counts, injuries, and rosters. These raw data inputs feed downstream Silver transformations for producing analytics-ready features.

Do I need any external dependencies to run the weekly NFL data pipeline?▼

No external dependencies are required to run the weekly NFL data pipeline. It executes internal scripts for bronze ingestion, silver player transformation, and projection generation with built-in environment checks and error handling.