subscription-benchmarks SKILL.md skillA

subscription-benchmarks from theoutlines/subscription-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add theoutlines/subscription-skills/subscription-benchmarks@git:20261030.284879e

Pins git:20261030.284879e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
theoutlines/subscription-skills
Path
plugins/subscription-skills/skills/subscription-benchmarks/SKILL.md
Versions recorded
5
Latest version
git:20261030.284879e, committed Oct 30, 2026
First version recorded
Oct 25, 2026
Size
7,099 bytes
Repository stars
3
License
CC-BY-4.0

Router for subscription-app benchmark questions (conversion, trials, pricing, LTV, retention, paywalls, web2app, store compliance). Picks the right report skill, keeps metric definitions apart, and combines sources without mixing denominators. Use for any "is X good / what's normal / what should we test" question about subscription monetization.

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

# Subscription benchmarks — router

Use this skill to decide **which benchmark source answers the question**, and how to combine sources safely. Then load and answer from the specific skill or skills.

## Available skills

| Skill | Source | Best for |
|---|---|---|
| `state-of-subscription-apps-2026` | RevenueCat SOSA 2026 | The broadest funnel benchmarks by category, region and price tier: download→trial, trial→paid, D35 download→paid, RPI, realized LTV, retention, renewals, refunds, reactivation, AI vs non-AI |
| `state-of-in-app-subscriptions-2026` | Adapty, State of In-App Subscriptions 2026 | LTV curves (trial vs direct), retention by plan length, price distributions by region, renewal by price bucket, refunds, paywall placement and type, iOS vs Android, AI apps, web paywalls |
| `state-of-paywalls-2026-by-adapty` | Adapty, State of Paywalls 2026 | **Paywall-level** conversion, paywall design patterns, A/B test ideas, paywall screenshot audits |
| `state-of-web2app-2026` | FunnelFox, State of Web2App 2026 | Web funnels: adoption, funnel conversion, web pricing, upsells, web vs app LTV, payment methods, failures and retries |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add theoutlines/subscription-skills/subscription-benchmarks@sha256:7a248fcab24d37a1

The line at the top of this page pins the label git:20261030.284879e, 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_fvocbt4vlcl6a44y.svg)](https://markdownregistry.com/a/art_fvocbt4vlcl6a44y)

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

Versions

The registry has recorded 5 versions of this file, between Oct 25, 2026 and Oct 30, 2026, about one every day.

versioncommittedcommitsizeaudit
git:20261030.284879e latest2026-10-30 284879e 7,099 BA view · diff
git:20261028.1bce2022026-10-28 1bce202 7,920 BA view · diff
git:20261026.e75c5012026-10-26 e75c501 8,075 BA view · diff
git:20261025.ccb1deb2026-10-25 ccb1deb 6,906 BA view · diff
git:20261025.369545c2026-10-25 369545c 6,905 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 (7099 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

theoutlines/subscription-skills · 3 stars · license CC-BY-4.0 · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fvocbt4vlcl6a44y
GET https://markdownregistry.com/api/v1/resolve?ref=theoutlines/subscription-skills/subscription-benchmarks
GET https://markdownregistry.com/api/v1/blob/7a248fcab24d37a10a3d2e7683a265b48463b951ddeaaf16b8f05255c0a6fa29

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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Every file in theoutlines/subscription-skills

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