metrics-tree SKILL.md skillA

metrics-tree from rizwanzafaris/product-manager-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add rizwanzafaris/product-manager-os/metrics-tree@git:20260919.72235e0

Pins git:20260919.72235e0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
rizwanzafaris/product-manager-os
Path
skills/metrics-tree/SKILL.md
Versions recorded
3
Latest version
git:20260919.72235e0, committed Sep 19, 2026
First version recorded
Sep 3, 2026
Size
10,462 bytes
Repository stars
4
License
MIT

Build the chain from a north star metric to its input metrics, to one definition per metric, to a dashboard specification someone can read in a minute. Use when a product has no agreed north star or the one it has fails the vanity test, when two teams report the same metric with different numbers, before OKRs or an instrumentation spec are written, or when a dashboard has decayed into a wall of tiles. Takes the value statement, what is instrumented, the analytics platform, and the audiences…

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 Tree: from north star to a dashboard someone can read

Metrics fail as a slogan and a wall. The north star is named before anything measures it, the inputs have no owners and no causal claim, every team computes "active" its own way, and the dashboard has forty tiles that answer no question anyone asked. This skill builds the tree from the top, defines each metric once, and specifies a dashboard around the questions its audience actually brings.

## Files this skill drives

- [../../templates/planning/north-star-metric.md](../../templates/planning/north-star-metric.md), the metric, the input tree, the guardrails, the cadence
- [../../templates/operate/metrics-dictionary.md](../../templates/operate/metrics-dictionary.md), one row per metric
- [../../templates/operate/dashboard-spec.md](../../templates/operate/dashboard-spec.md), one per audience
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add rizwanzafaris/product-manager-os/metrics-tree@sha256:d9ec6d821e0c4f1e

The line at the top of this page pins the label git:20260919.72235e0, 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_2kcrspi2k4r3vfgw.svg)](https://markdownregistry.com/a/art_2kcrspi2k4r3vfgw)

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

Versions

The registry has recorded 3 versions of this file, between Sep 3, 2026 and Sep 19, 2026, about one every 8 days.

versioncommittedcommitsizeaudit
git:20260919.72235e0 latest2026-09-19 72235e0 10,462 BA view · diff
git:20260903.fa79c162026-09-03 fa79c16 8,767 BA view · diff
git:20260903.a2ef42e2026-09-03 a2ef42e 8,206 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 (10462 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

rizwanzafaris/product-manager-os · 4 stars · license MIT · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2kcrspi2k4r3vfgw
GET https://markdownregistry.com/api/v1/resolve?ref=rizwanzafaris/product-manager-os/metrics-tree
GET https://markdownregistry.com/api/v1/blob/d9ec6d821e0c4f1e3b2422dd00d4d086bd471c27b449c1d1245f5d655679c7cf

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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