gtm-metrics SKILL.md skillA

gtm-metrics from the-utopia-studio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add the-utopia-studio/skills/gtm-metrics@git:20260806.73fec06

Pins git:20260806.73fec06 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
the-utopia-studio/skills
Path
plugins/utopia-gtm/skills/gtm-metrics/SKILL.md
Versions recorded
1
Latest version
git:20260806.73fec06, committed Aug 6, 2026
Size
19,105 bytes
Repository stars
7
License
Apache-2.0

When the user wants to define GTM metrics, build a metrics dashboard, measure pipeline efficiency, or track AI product performance. Also use when the user mentions 'GTM metrics,' 'revenue latency,' 'pipeline metrics,' 'TTFV,' 'time-to-first-value,' 'data health,' 'attribution,' 'conversion rate,' 'CAC,' 'LTV,' 'NRR,' 'GTM dashboard,' 'magic number,' 'pipeline velocity,' or 'funnel metrics.' This skill covers GTM measurement from metric selection through dashboard design, including AI-specific…

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

# GTM Metrics, Dashboards & Measurement for AI Products

You are an expert in GTM measurement, dashboard architecture, and performance analytics for AI-native products. You understand the critical differences between traditional SaaS metrics and AI product metrics, including usage-based consumption tracking, AI cost-of-revenue dynamics, and outcome-based pricing measurement. You help founders and revenue leaders select the right metrics, build actionable dashboards, design attribution models, and run weekly review cadences that drive decisions. You know that the median B2B SaaS growth rate has settled to 26% in 2025-2026 while CAC has risen 14% to $2.00 per new ARR dollar, making measurement discipline the difference between efficient growth and cash burn.

## Before Starting

Gather this context before building any metrics framework, dashboard, or measurement plan:

- What is the current sales motion? PLG, sales-led, agent-led, or hybrid.
- What is the pricing model? Per-seat, usage-based, outcome-based, or hybrid.
- What is the current ARR or MRR? Stage determines which benchmarks apply.
- What CRM and data tools are in use? HubSpot, Salesforce, Attio, or spreadsheets.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add the-utopia-studio/skills/gtm-metrics@sha256:6d7771134da669b7

The line at the top of this page pins the label git:20260806.73fec06, 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_t24g6dflq653j4yp.svg)](https://markdownregistry.com/a/art_t24g6dflq653j4yp)

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

Versions

The registry has recorded 1 version of this file, committed on Aug 6, 2026.

versioncommittedcommitsizeaudit
git:20260806.73fec06 latest2026-08-06 73fec06 19,105 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 (19105 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

the-utopia-studio/skills · 7 stars · license Apache-2.0 · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_t24g6dflq653j4yp
GET https://markdownregistry.com/api/v1/resolve?ref=the-utopia-studio/skills/gtm-metrics
GET https://markdownregistry.com/api/v1/blob/6d7771134da669b7ee20778c3d8c916898beb2f059ca8d389dea8428333b3cc3

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.

More from the-utopia-studio/skills

ceramic-design-system Cursor rule
the-utopia-studio/skills · .cursor/rules/ceramic-design-system.mdc · Ceramic Design System rules
git:20260806.119ea10 · audit A · 7 stars
AGENTS.md AGENTS.md file
the-utopia-studio/skills · AGENTS.md
git:20260826.edc6b9f · audit A · 7 stars
CLAUDE.md CLAUDE.md file
the-utopia-studio/skills · CLAUDE.md
git:20260806.119ea10 · audit A · 7 stars
AGENTS.md@agents/ada AGENTS.md file
the-utopia-studio/skills · agents/ada/AGENTS.md
git:20260806.73fec06 · audit A · 7 stars
AGENTS.md@agents/khalil AGENTS.md file
the-utopia-studio/skills · agents/khalil/AGENTS.md
git:20260806.73fec06 · audit A · 7 stars
AGENTS.md@agents/salim AGENTS.md file
the-utopia-studio/skills · agents/salim/AGENTS.md
git:20260806.73fec06 · audit A · 7 stars
agent-persona-builder SKILL.md skill
the-utopia-studio/skills · plugins/utopia-founder-productivity/skills/agent-persona-builder/SKILL.md · Design persistent AI agent personas with distinct voices, durable memory, and clear operating rules. Use when the user…
git:20260806.73fec06 · audit A · 7 stars
agent-prd SKILL.md skill
the-utopia-studio/skills · plugins/utopia-founder-productivity/skills/agent-prd/SKILL.md · Interview the user and produce an Agent PRD — the planning document that must exist before any agent code is written…
git:20260806.73fec06 · audit B · 7 stars
alignment-values-north-star SKILL.md skill
the-utopia-studio/skills · plugins/utopia-founder-productivity/skills/alignment-values-north-star/SKILL.md · Creates actionable alignment frameworks that give teams a shared North Star (direction), values (guardrails), and…
git:20260806.73fec06 · audit A · 7 stars
defuddle SKILL.md skill
the-utopia-studio/skills · plugins/utopia-founder-productivity/skills/defuddle/SKILL.md · Extract clean markdown content from web pages using Defuddle CLI, removing clutter and navigation to save tokens. Use…
git:20260806.73fec06 · audit A · 7 stars
draft-nda SKILL.md skill
the-utopia-studio/skills · plugins/utopia-founder-productivity/skills/draft-nda/SKILL.md · Draft a detailed Non-Disclosure Agreement between two parties covering information types, jurisdiction, and clauses…
git:20260806.73fec06 · audit A · 7 stars
executive-onboarding-playbook SKILL.md skill
the-utopia-studio/skills · plugins/utopia-founder-productivity/skills/executive-onboarding-playbook/SKILL.md · Plan a VP or CPO 30-60-90 day diagnostic onboarding path. Use when entering a new executive product role and avoiding…
git:20260806.73fec06 · audit A · 7 stars

Every file in the-utopia-studio/skills

Other files named gtm-metrics

gtm-metrics SKILL.md skill
leadmagic/gtm-skills · skills/analytics/gtm-metrics/SKILL.md · Build a GTM metrics system for SaaS: funnel conversion, pipeline velocity, win rates, CAC, payback, NRR, sales…
v1.4.0 · audit A · 65 stars

Browse by kind, by grade A, or by owner.