Fastest honest evidence path

Review Data Quality Agent in 2 minutes

Give a busy reviewer the shortest safe path to produce the first countable public feedback item without inflating users, stars, or adoption.

Step 1

Open the public demo

Open the hosted demo and inspect the support-ticket data-quality result.

Open
Step 2

Pick one useful or confusing detail

Choose one concrete observation about the report, agent behavior, guardrails, or UI.

Open
Step 3

Submit public evidence

Open the feedback issue template and include permission/no-private-data checks.

Open

Required evidence

  • what page, command, or route was reviewed
  • one concrete observed result
  • one useful, confusing, or missing detail
  • permission to count publicly
  • confirmation that no private data was posted

Current counts

  • ai_engineer_review_items0
  • confirmed_external_users0
  • external_feedback_items0

Success: One non-owner GitHub issue that includes a concrete observation, explicit permission to count, and no private data.