# Feedback Log

This page tracks external feedback for Data Quality Agent. It starts with an honest zero baseline and should only be updated when a public GitHub issue, discussion, or reproducible external note exists.

## Current Summary

| Metric | Current value |
| --- | ---: |
| External feedback items | 0 |
| Confirmed external users | 0 |
| Reproducible feedback items | 0 |
| Bug feedback items | 0 |
| Feature feedback items | 0 |
| Public feedback issue template | Available |
| Bug report template | Available |
| Feature request template | Available |
| Machine-readable metrics | [feedback-metrics.json](feedback-metrics.json) |

## How To Submit Feedback

Use the [demo feedback issue template](https://github.com/sunnnn2005/data-quality-agent/issues/new?template=demo_feedback.md) after trying one of these paths:

- Public demo page
- Support-ticket case study
- CSV upload endpoint
- PostgreSQL Docker Compose demo
- LLM tool-calling route

Use the [bug report template](https://github.com/sunnnn2005/data-quality-agent/issues/new?template=bug_report.md) for broken behavior and the [feature request template](https://github.com/sunnnn2005/data-quality-agent/issues/new?template=feature_request.md) for product suggestions.

## What Counts Toward Metrics

| Metric | GitHub label |
| --- | --- |
| External feedback items | `feedback` |
| Confirmed external users | `confirmed-user` |
| Reproducible feedback items | `reproducible` |
| Bug feedback items | `bug` |
| Feature feedback items | `enhancement` |

## Feedback Items

No external feedback has been submitted yet. When a public issue is submitted with the `feedback`, `reproducible`, `bug`, `enhancement`, or `confirmed-user` label, `scripts/update_feedback_metrics.py` updates the machine-readable metrics artifact.

## Resume Policy

Do not claim users, customer feedback, or production adoption until this log links to public evidence.