growth-analysis SKILL.md skillA
growth-analysis from vmobifystudio/app-dev-team is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vmobifystudio/app-dev-team/growth-analysis@git:20260729.071181ePins git:20260729.071181e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vmobifystudio/app-dev-team
- Path
skills/growth-analysis/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260729.071181e, committed Jul 29, 2026
- Size
- 2,642 bytes
- Repository stars
- 5
- License
- MIT
Use post-launch when analysing acquisition, activation, retention, referral or revenue movement — by data-analyst for the KPI report, and by product-researcher when the question is about an existing product's funnel. Same data, same tools as the analytics schema; this is the reading of it.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Growth analysis Post-launch analysis of the funnel the studio already instruments. It is a reading, not a new data source: everything here comes from the schema in `docs/52-analytics.md`, and a metric with no event behind it is a request to `data-analyst`, never an estimate. ## The funnel, one definition each Define each stage **once**, in the report, and never redefine it between reports — a metric whose definition moves is worse than no metric because the trend is fiction: | Stage | Definition must state | |---|---| | Install | source, and whether re-installs count | | Activation | the single event that means "this user got the point", and by when | | Retention | D1 / D7 / D30, calendar or rolling — say which | | Referral | the event, and whether the invited user is attributed | | Revenue | gross or net of store commission, trial or paid | ## The rules that keep this honest - **Every number carries its denominator and its date range.** "Retention improved to 42%" is not a finding; "D7 retention on the 2026-07-01 cohort is 42% of 1,204 installs, versus 38% of 980 on 2026-06-01" is. …
Read the whole file at its exact version.
How to install
mdr add vmobifystudio/app-dev-team/growth-analysis@sha256:eb453f609094ff4bThe line at the top of this page pins the label git:20260729.071181e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_7vay7shc7zbhpxgj)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 29, 2026.
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 (2642 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 · 5 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7vay7shc7zbhpxgj GET https://markdownregistry.com/api/v1/resolve?ref=vmobifystudio/app-dev-team/growth-analysis GET https://markdownregistry.com/api/v1/blob/eb453f609094ff4b752d415ccba92ddce9962d8f938411e25849062861081431
Your AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.