data-first

Community

Base decisions on real data, every time.

Authorbobby-andris
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Gather and verify real data before any analysis or planning to prevent fabricated examples and assumptions. If data is unavailable, explicitly state assumptions and obtain user approval before proceeding.

Core Features & Use Cases

  • Define data requirements for a task, including sources, schema, filters, and expected volume.
  • Gather, save, and validate data quality across sources before proceeding to analysis.
  • Use cases include research planning, performance reviews, market analysis, and audits that require factual data.

Quick Start

Outline data requirements and initiate a verified data collection workflow before analysis.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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-first
Download link: https://github.com/bobby-andris/Allied-FeedOps/archive/main.zip#data-first

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