product-analytics SKILL.md skillA

product-analytics from runxhq/runx is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add runxhq/runx/product-analytics@git:20261011.2c29232

Pins git:20261011.2c29232 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
runxhq/runx
Path
skills/product-analytics/SKILL.md
Versions recorded
2
Latest version
git:20261011.2c29232, committed Oct 11, 2026
First version recorded
Oct 10, 2026
Size
3,767 bytes
Repository stars
103
License
Apache-2.0

Analyze bounded product funnel and retention evidence with deterministic rates, explicit measurement definitions and source-bound recommendations; expose instrumentation and comparison gaps without claiming lift.

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

Explain where a defined product journey loses people or accounts, what the
retention evidence shows, and which measurement or product change to consider.
This skill covers activation and product usage. `organic-growth` owns search and
acquisition strategy; it may consume the relevant findings.

`analyze` accepts supplied governed aggregate counts. Retrieve a saved insight
through a selected PostHog connector, or use another provider, before invoking
this skill. Preserve the actual report and its source digest; do not invent counts
to fit the input. This runner does not query a provider, execute SQL, capture
events, change instrumentation or create tasks.

## Measurement admission

Each report carries the definition its own source was computed under: product,
timezone, person/account identity, cohort, filters, funnel rule and retention
rule. Read it from that report's saved query; never copy one report's definition
onto another. Funnel counts must count the same eligible entities through
ordered steps, not independent event totals. Retention needs an explicit
eligible cohort and return period. Mark incomplete provider results incomplete.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add runxhq/runx/product-analytics@sha256:f404b1cfcecf25f1

The line at the top of this page pins the label git:20261011.2c29232, 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_zm44rltzi5lra2dj.svg)](https://markdownregistry.com/a/art_zm44rltzi5lra2dj)

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

Versions

The registry has recorded 2 versions of this file, between Oct 10, 2026 and Oct 11, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20261011.2c29232 latest2026-10-11 2c29232 3,767 BA view · diff
git:20261010.d31599c2026-10-10 d31599c 3,753 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 (3767 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

runxhq/runx · 103 stars · license Apache-2.0 · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zm44rltzi5lra2dj
GET https://markdownregistry.com/api/v1/resolve?ref=runxhq/runx/product-analytics
GET https://markdownregistry.com/api/v1/blob/f404b1cfcecf25f19514c8f79d254f6970553593854901de682044308d043e97

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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