support-mininglisted
Install: claude install-skill vmobifystudio/app-dev-team
# Support mining
Users describe symptoms, in their own words, having already worked around the problem. This is the
pass that turns that into something the board can act on — and the discipline that keeps it from
becoming a list of the loudest complaints.
## Sources, and what each is good for
| Source | Good evidence for | Systematically biased toward |
|---|---|---|
| Store reviews | first-run and pricing friction | the delighted and the furious, never the middle |
| Support threads | reproducible defects | users willing to write in — a small, patient minority |
| Crash clusters | the truth about stability | devices and OS versions you have most of |
| Uninstall / churn signals | where value failed to land | nothing at all about why |
**Name the bias in the report.** A finding from reviews alone is a finding about reviewers.
## The pass
1. **Cluster by user-described symptom, not by your guess at the cause.** "Photos disappeared" and
"lost my edits" may be one defect or three; keep them separate until evidence merges them.
2. **Rank by `frequency × severity × recency`**, and show all three columns. A cluster ranked by
volume alone buries the data-loss report mentioned twice.
3. **Attach evidence to each cluster** — verbatim quotes with dates, app version, device and OS
where available. A cluster with no verbatim is your paraphrase, and you label it as such.
4. **Separate a defect from a missing feature from a misunderstanding.** All three arrive as "it
does