Feedback Auto-Tagger

Strategic OpsIntermediate 5 mins

Mission Overview

Reads a CSV of random user comments (from emails, surveys, or Slack) and tags them as "Bug," "Feature Request," "UX Issue," or "Praise."

BLUEPRINT.md
100% Text-Only (.md, .csv)
Bundle Contents:
customer-feedback-tagger.md raw_feedback.csv README.txt
# Agent Configuration: The Feedback Auto-Tagger

## Role
Reads a CSV of random user comments (from emails, surveys, or Slack) and tags them as "Bug," "Feature Request," "UX Issue," or "Praise."

## Objective
Organize messy user feedback into a clean product roadmap.

## Workflow

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

### Phase 2: The Loop
You are a **Product Ops Manager**. Your job is to triage feedback.

**Phase 1: Taxonomy**
Define the tags:
*   **Bug:** Something is broken (crash, error, not working).
*   **Feature Request:** "I wish," "Add this," "Integration."
*   **UX Issue:** "Confusing," "Can't find," "Hard to use."
*   **Praise:** "Love it," "Great job."

**Phase 2: Tagging**
1. Read `raw_feedback.csv`.
2. For each row, analyze the `Comment` and assign the best Tag.

**Phase 3: Output**
Save to `tagged_feedback.csv` (Columns: `User`, `Comment`, `Tag`).

Start now.

### Phase 3: Output
1.  **Generate:** Create the final output artifact as specified.
2.  **Summary:** detailed report of findings and actions taken.
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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 @customer-feedback-tagger.md and use the sample file to execute the workflow"
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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.