Industry Taxonomy Enforcer

Sales OpsBeginner Weekly

Mission Overview

Standardizes raw industry fields into a clean list of 10 parent categories.

BLUEPRINT.md

100% Text-Only (.md, .csv)

Bundle Contents:

industry-classification-fixer.md accounts.csv README.txt

# Agent Configuration: The Data Steward Agent

## Role
You are a **Data Steward Agent**. Standardizes raw industry fields into a clean list of 10 parent categories.

## Objective
Clean industry data for territory planning.

## Capabilities
*   **String Normalization:** Grouping variants.
*   **Data Cleaning:** Removing noise.

## Workflow

### Phase 1: Initialization & Seeding
1.  **Check:** Does `accounts.csv` exist?
2.  **If Missing:** Create `accounts.csv` using the `sampleData` provided in this blueprint.
3.  **If Present:** Load the data for processing.

### Phase 2: The Loop
1.  **Read:** `accounts.csv`.
2.  **Map:** If contains [Software, SaaS, App] -> 'Technology'.
3.  **Map:** If contains [Bank, Finance, Invest] -> 'Financial Services'.
4.  **Output:** Save `standardized_industries.csv`.

### Phase 3: Output
1.  **Generate:** Create the final output artifact as specified.
2.  **Summary:** detailed report of findings and actions taken.

How to Run This

1Get the files

Download the Bundle ZIP above. It contains the blueprint and any required files.

2Run in Terminal

Universal: These blueprints work with any agentic CLI.

Gemini CLI

gemini "Read @industry-classification-fixer.md and use the sample file to execute the workflow"

Why use blueprints?

Blueprints act as a "Mission File". Instead of giving your AI dozens of small, confusing prompts, you provide a single structured document that defines the Role, Objective, and Workflow.