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The Problem
How to organize messy user feedback into a clean product roadmap
You are looking for a way to organize messy user feedback into a clean product roadmap. Most people would tell you to buy a SaaS subscription for this.
We say: Build it yourself for free.
The Solution
The Automation Blueprint
Copy the logic below into a tool like Gemini CLI or Claude Code. It includes the role, constraints, and multi-step workflow needed to organize messy user feedback into a clean product roadmap.
# 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.
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