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  3. Analyzing User Feedback skill
refoundai · 3K installs

Analyzing User Feedback skill
Runs by itself, weekly feedback review.

Turn feedback into clear decisions.

Install the Analyzing User Feedback skill and make it a habit: follow https://gethabit.dev/skills/refoundai/analyzing-user-feedback.md

  1. 1Copy
  2. 2Paste into Claude Code, Codex or Cursor
  3. 3It runs by itself

3K installs1K starsMIT licenceSource on GitHub ↗

Analyzing User Feedback

by refoundai · 3K installs

The skill

The analyzing user feedback skill helps product teams turn large amounts of feedback into confident decisions: group signals into themes, check representation, set up dogfooding and use LLMs to synthesize transcripts and tickets.

Only when you ask.

The habit

Turn feedback into clear decisions.

↻ Runs by itselfweekly feedback review

How the habit works.
You don't have to.

Three questionsWhen does it start? How does it check its work? What does it remember?

01

It starts by itself

weekly feedback review. Runs in Claude Code routine.

  • ↻ weekly feedback review
  • 0 9 * * 1

02

It checks its work

themes checked, you decide. If a check fails, it tells you.

  • ✓count of feedback items processed above zero
  • ✓every theme lists how many items support it
  • ✓every theme has a representation note
  • ✓themes file updated with this week's date

03

It remembers

feedback themes file. The next run reads it first: last week's themes, decisions and users to follow up with.

loops/user-feedback-synthesis-loop/themes.md

One run, step by step.
Then it stops.

Stop ruleStops after one weekly batch and at most 10 themes per run.

  1. 01

    Read past themes

    The agent opens the themes file to see what was open last week.

  2. 02

    Categorize signals

    It groups new feedback into themes by segment, frequency and user influence.

  3. 03

    Check representation

    For each theme it estimates how much of the user base it reflects, to avoid building for a vocal minority.

  4. 04

    Ask key questions

    It asks you a few questions, such as whether you have felt this friction yourself.

  5. 05

    Flag closed loops

    Shipped fixes get a reminder to follow up with the users who asked.

  6. 06

    Save the themes

    Themes, counts and your decisions go into the themes file.

What it may do.
Nothing more.

Safe by defaultIt writes only in its own folder and asks you before anything goes out.

Is it for you?
Use it when it fits.

Quick checkRead both lists. If the left one sounds like you, the Analyzing User Feedback skill helps.

Use it when

  • ✓ you have piles of user feedback
  • ✓ a loud group demands a feature
  • ✓ you want a dogfooding process

Skip it when

  • – you have no user feedback yet
  • – you need a survey tool

Questions

Analyzing User Feedback skill, answered.

Which frameworks does it use?

Among others a representation by influence matrix and a depth by breadth 2x2; references/artifacts.md lists them all.

Does it email users?

No. It reminds you to close the loop; contacting users stays with you.

How do I install the Analyzing User Feedback skill?

Copy the prompt at the top into your agent. It installs the skill from refoundai/lenny-skills and sets up the habit. Or run npx skills add refoundai/lenny-skills --skill analyzing-user-feedback.

Is the Analyzing User Feedback skill free?

Yes. It is published under MIT. Habit is free too.

Analyzing User Feedback. Now as a habit.

Install the Analyzing User Feedback skill and make it a habit: follow https://gethabit.dev/skills/refoundai/analyzing-user-feedback.md

  • Free
  • No account
  • Undo in one line

All refoundai skills →More planning skills →

Works in

  • Claude Code
  • Codex
  • Cursor
  • ChatGPT
  • Claude app

Made by refoundai, published under MIT. Habit links to the original and never changes it. Is this your skill?

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