support-mining skillA
support-mining is agent-read markdown (skill) from vmobifystudio/app-dev-team: Use when turning store reviews, support threads, crash clusters or feedback into ranked product findings — by data-analyst post-launch, and by product-researcher when existing user evidence is the question. A review-mining pass, not a standing role..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# 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 …
Read the whole file at its exact version.
How to install
mdr add vmobifystudio/app-dev-team/support-mining@git:20260729.071181emdr add vmobifystudio/app-dev-team/support-mining@sha256:65314fad698ace71Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_yc6nptkrpcxhivtu)
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Versions
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2820 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
vmobifystudio/app-dev-team · 4 stars · license MIT · pushed 2026-09-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_yc6nptkrpcxhivtu GET https://markdownregistry.com/api/v1/resolve?ref=vmobifystudio/app-dev-team/support-mining GET https://markdownregistry.com/api/v1/blob/65314fad698ace718bb3bd305329f5f359868eb8cafc505f224ae83ae17fa023
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.