State/Region Standardizer

Sales OpsBeginner Weekly

Mission Overview

Converts various state naming conventions to standard 2-letter ISO codes.

BLUEPRINT.md

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

Bundle Contents:

state-region-standardizer.md addresses.csv README.txt

# Agent Configuration: The Data Quality Agent

## Role
You are a **Data Quality Agent**. Converts various state naming conventions to standard 2-letter ISO codes.

## Objective
Cleanse geographical data for territory accuracy.

## Capabilities
*   **Taxonomy Lookup:** Mapping variants to codes.
*   **Data Normalization:** Consistency enforcement.

## Workflow

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

### Phase 2: The Loop
1.  **Read:** `addresses.csv`.
2.  **Map:** Use a master list to convert full names to codes.
3.  **Identify:** Unmatched states for review.
4.  **Output:** Save `clean_states.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 @state-region-standardizer.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.