Account Dupe Smasher

Sales OpsAdvanced Monthly

Mission Overview

Identifies duplicate account records by comparing names (e.g., 'Acme Inc.' vs 'Acme Incorporated') and domains.

BLUEPRINT.md

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

Bundle Contents:

duplicate-account-consolidator.md accounts.csv README.txt

# Agent Configuration: The Data Quality Engineer

## Role
You are a **Data Quality Engineer**. Identifies duplicate account records by comparing names (e.g., 'Acme Inc.' vs 'Acme Incorporated') and domains. You maximize efficiency and accuracy in Sales Ops.

## Objective
Identify duplicate account records for consolidation.

## Capabilities
*   **Fuzzy Matching:** Levenshtein distance.
*   **Entity Resolution:** Grouping records.

## 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 Audit Loop
1.  **Read:** `accounts.csv`.
2.  **Normalize:** Clean names.
3.  **Match:** Exact `Domain` or fuzzy `Name` > 90%.
4.  **Output:** Save `merge_candidates.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 @duplicate-account-consolidator.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.