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Data Flow Tracker Skill

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Trace data from capture to database.

Data & Analytics#debugging#data flow#pipeline#data lineage#data loss#trace#sports data
Authorfstr21
Version1.0.0
Installs0

System Documentation

What problem does it solves? When data is missing in the final database, it's difficult and time-consuming to pinpoint exactly where it got lost in a multi-stage pipeline. This Skill provides a clear, step-by-step trace, helping you quickly diagnose and resolve data flow issues.

Core Features & Use Cases

  • Multi-Stage Trace: Traces a specific game or date through all pipeline stages: raw capture, derived data, packaged artifacts, and database ingestion.
  • Loss Point Identification: Clearly identifies at which stage data was lost or failed to progress (e.g., found in raw but not derived).
  • Actionable Diagnosis: Provides plain English explanations and recommendations for resolving data flow issues, guiding you to the next steps.
  • Use Case: If a user reports "game X is not in the database," use this Skill to trace game X and determine if it was captured, derived, packaged, or if ingestion failed.

Quick Start

Trace a specific NFL game through the pipeline

python .claude/skills/data-flow-tracker/scripts/trace_data.py --sport nfl --date 2025-10-23 --game-id 12345

Dependency Matrix

Required Modules

rich

Components

scripts

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: Data Flow Tracker Skill
Download link: https://github.com/fstr21/sportsbot/archive/main.zip#data-flow-tracker-skill

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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