Blog/Jul 17, 2026

Close the Feedback Loop Automatically with a Coding Agent

Users who ask for a feature and never hear back stop asking. Here's the one-prompt workflow that makes closing the loop part of every deploy.

Every product team has the same dirty secret: a feedback board full of items that were actually shipped months ago, still sitting in "planned." The work got done; the loop never got closed. Users who voted never heard about it, the roadmap looks stale, and the next person who searches finds an "open" request for a feature that exists.

The reason isn't laziness. Closing the loop is a five-tab chore that happens at the worst possible moment — right after shipping, when you've already moved on. Which makes it a perfect job for the agent that just did the shipping.

The workflow

With the Userorbit skill installed, this is one prompt after a deploy:

"We just shipped dark mode. Find the related feedback, mark it completed, reply to the voters, and publish a changelog entry."

Under the hood, the agent chains four API calls:

  1. feedbacks.list with a search for "dark mode" — finds the matching items and their vote counts.
  2. feedbacks.update — flips each to completed. Because roadmap columns are live filters over feedback status, the public roadmap moves the items to Shipped on its own. No separate roadmap edit.
  3. feedback-comments.create — a reply on each item telling voters it's live and how to use it.
  4. announcements.create with publish: true — the changelog entry, written from the actual diff the agent just worked on, so it describes what really shipped.

Total elapsed time: under a minute, while the deploy pipeline is still running.

Why this compounds

Closing the loop isn't hygiene — it's a growth loop:

Make it part of the definition of done

The trick to making this stick is not doing it as a favor — it's making it a step in shipping, the same way tests are. Two ways teams wire it in:

For bigger launches, add scheduling: announcements.create accepts scheduledAt, so the agent can queue the announcement for launch morning while the code ships Friday night. And when the announcement should reach inboxes, publishing with an email broadcast is one flag.

Setting it up

You need a Userorbit workspace with a feedback board, an API key from Settings → API, and the skill:

claude install-skill https://github.com/userorbit/skill

Then export USERORBIT_API_KEY and USERORBIT_TEAM_ID, and try it on the last thing you shipped — odds are there's feedback for it sitting open right now. The full endpoint reference is in the feedback guide and announcements guide.

Give your agent a product platform

Userorbit is the feedback, roadmap, changelog, help center, and support inbox your coding agent can actually operate — via one open-source skill.

Try Userorbit free Install the skill