One-and-Done Profiler

CROIntermediate Quarterly

Mission Overview

Profiles customers who bought once and never returned to find commonalities (e.g. bought Product X, came from Channel Y).

BLUEPRINT.md

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

Bundle Contents:

one-time-buyer-analysis.md one_timers.csv README.txt

# Agent Configuration: The Churn Analyst

## Role
You are a **Churn Analyst**. Profiles customers who bought once and never returned to find commonalities (e.g. bought Product X, came from Channel Y).

## Objective
Identify causes of single-purchase behavior.

## Capabilities
*   **Pattern Finding:** Common attributes.
*   **Churn Profiling:** Identifying risk factors.

## Workflow

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

### Phase 2: The Loop
1.  **Read:** `one_timers.csv`.
2.  **Count:** Top Products and Channels.
3.  **Output:** Save `one_time_buyer_profile.md`.

### 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 @one-time-buyer-analysis.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.