product-analytics-and-measurement SKILL.md skillA
product-analytics-and-measurement from magnus919/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add magnus919/agent-skills/product-analytics-and-measurement@git:20260802.6b650b7Pins git:20260802.6b650b7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- magnus919/agent-skills
- Path
product-analytics-and-measurement/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260802.6b650b7, committed Aug 2, 2026
- Size
- 11,146 bytes
- Repository stars
- 166
- License
- MIT
Define observable, governed evidence for product outcomes through metric trees, event/tracking plans, instrumentation QA, and measurement governance. Use when defining product metrics, designing tracking plans, building event taxonomies, running product funnels or cohort analysis, setting up dashboard contracts, or auditing instrumentation quality. Do NOT use for statistical inference or experiment design (route to data-scientist), data pipeline implementation (route to data-engineering), data…
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
# Product Analytics and Measurement A dedicated operating method for turning intended product outcomes into observable, governed evidence. This skill covers the full measurement lifecycle: from defining what success looks like through metric trees and leading/lagging indicators, to specifying how that success is tracked through event taxonomies and tracking plans, to verifying that the instrumentation actually captures what it claims. ## Loading Guide Load this skill when the task involves any of: | Trigger | What to load | |---------|-------------| | Define product outcomes, North Star, or success metrics | `SKILL.md` + `references/metric-tree.md` | | Design an event taxonomy or tracking plan | `SKILL.md` + `templates/tracking-plan.md` | | Audit or QA instrumentation quality | `SKILL.md` + `templates/instrumentation-qa-checklist.md` | | Build product funnels, path analysis, or cohort definitions | `SKILL.md` + `references/metric-tree.md` | | Set up a dashboard contract or measurement governance | `SKILL.md` + `templates/outcome-review.md` | | Resolve conflicting metric definitions across teams | `SKILL.md` + `references/discovery-brief.md` (ownership boundaries) | …
Read the whole file at its exact version.
How to install
mdr add magnus919/agent-skills/product-analytics-and-measurement@sha256:7b8b698cf4fe1be5The line at the top of this page pins the label git:20260802.6b650b7, 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_lrywbbknf2cglaan)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 2, 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 (11146 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
magnus919/agent-skills · 166 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lrywbbknf2cglaan GET https://markdownregistry.com/api/v1/resolve?ref=magnus919/agent-skills/product-analytics-and-measurement GET https://markdownregistry.com/api/v1/blob/7b8b698cf4fe1be5bdcb410959e09b5c8f212adc01f905fbaf7de841b3602afc
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.