product-metrics SKILL.md skillA

product-metrics from vm0-ai/vm0-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vm0-ai/vm0-skills/product-metrics@git:20260709.c4cfc48

Pins git:20260709.c4cfc48 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
vm0-ai/vm0-skills
Path
product-metrics/SKILL.md
Versions recorded
4
Latest version
git:20260709.c4cfc48, committed Jul 9, 2026
First version recorded
Mar 13, 2026
Size
13,959 bytes
Repository stars
81
License
none declared

Define, instrument, and analyze product metrics, KPIs, dashboards, OKRs, retention, and growth.

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

## Metrics Architecture

Structure product measurement into three layers, each serving a distinct purpose.

### North Star Metric

A single indicator that captures the fundamental value the product delivers. Selection criteria:

- **Value-reflective**: Increases when users extract more benefit from the product
- **Forward-looking**: Reliably predicts sustained business outcomes like revenue and retention
- **Influenceable**: The product team's work can demonstrably move it
- **Broadly understood**: Anyone in the organization can grasp its meaning and significance

Illustrative North Star choices by product category:
- Team collaboration platform: Weekly active teams where three or more members contribute
- Two-sided marketplace: Weekly completed transactions
- Enterprise SaaS: Weekly active users who execute the core workflow
- Media or content product: Weekly minutes of engaged consumption
- Developer tooling: Weekly production deployments facilitated by the tool

### L1 Indicators (Product Health)

Five to seven metrics that collectively represent the full user lifecycle. Organized by lifecycle phase:

**Acquisition** -- Are new users discovering the product?
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vm0-ai/vm0-skills/product-metrics@sha256:25f8591ffe098485

The line at the top of this page pins the label git:20260709.c4cfc48, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_agnj2sbeloshyfow.svg)](https://markdownregistry.com/a/art_agnj2sbeloshyfow)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Mar 13, 2026 and Jul 9, 2026, about one every 39 days.

versioncommittedcommitsizeaudit
git:20260709.c4cfc48 latest2026-07-09 c4cfc48 13,959 BA view · diff
git:20260417.8c5d7c12026-04-17 8c5d7c1 14,210 BA view · diff
git:20260417.b284b7a2026-04-17 b284b7a 14,586 BA view · diff
git:20260313.d7233e42026-03-13 d7233e4 14,466 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13959 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

GitHub

vm0-ai/vm0-skills · 81 stars · license none declared · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_agnj2sbeloshyfow
GET https://markdownregistry.com/api/v1/resolve?ref=vm0-ai/vm0-skills/product-metrics
GET https://markdownregistry.com/api/v1/blob/25f8591ffe098485bb33701972a27b12eb1c01d1c2be9f04536825266bf2b456

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.

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