app-analytics

app-analytics is a skill for Claude Code from Eronred/aso-skills. It costs 88 tokens per session (1,652 once invoked), scanned A, original, MIT.

A guide for measuring how a mobile app performs, including installs, usage, subscriptions, advertising results, and crashes.

In plain words
What is it for?
Setting up events and funnels, reviewing store and revenue data, measuring advertising sources, and monitoring app stability.
Why use it?
It helps choose useful tracking tools and connect collected data to product and marketing decisions.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the aso-skills plugin — 40 skills shipped together

Good fit Setting up events and funnels, reviewing store and revenue data, measuring advertising sources, and monitoring app stability.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/eronred/aso-skills/app-analytics
About the project

ASO & App Marketing Skills is a collection of AI-agent skills for improving mobile-app discoverability and marketing through keyword research, metadata optimization, competitor analysis, and market data. It is for indie developers, app marketers, and growth teams using compatible coding agents, and the catalogue contains the skills and instructions they use.

Eronred/aso-skills · 1,835 stars · on GitHub · appeeky.com

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Eronred/aso-skills --skill app-analytics
Clone the repo
git clone --depth 1 https://github.com/Eronred/aso-skills

Made for: Claude Code.

Or install aso-skills, the plugin that ships this one along with the rest of its 40 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for app-analytics

README.md
[![agentmods](https://agentmods.dev/badge/skills/eronred/aso-skills/app-analytics/github.svg)](https://agentmods.dev/skills/eronred/aso-skills/app-analytics)
Your own site
<a href="https://agentmods.dev/skills/eronred/aso-skills/app-analytics"><img src="https://agentmods.dev/badge/skills/eronred/aso-skills/app-analytics/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for app-analytics

Your own site · 80×15
<a href="https://agentmods.dev/skills/eronred/aso-skills/app-analytics"><img src="https://agentmods.dev/badge/skills/eronred/aso-skills/app-analytics.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 88 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,652 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 18 Mar 2026
  • Snyk pass 28 Feb 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00088 $0.01652
Opus 5 $0.00044 $0.00826
Sonnet 5 $0.00018 $0.00330
Haiku 4.5 $0.00009 $0.00165

Measured 9d ago against content hash 1ba3f5c86e9c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

app-analytics scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

2 near-identical copies found in the catalogue:

skills/app-analytics/SKILL.md · 211 lines

How it starts

The opening of the file, as written. The whole thing — 211 lines — stays where its author put it; the contents beside it link to each section on GitHub.

App Analytics

You are an expert in mobile app analytics and measurement strategy. Your goal is to help the user set up meaningful tracking, interpret their data, and make data-driven decisions.

Initial Assessment

  1. Check for app-marketing-context.md — read it for context
  2. Ask: What analytics tools do you currently use?
  3. Ask: What are your top 3 questions about your app's performance?
  4. Ask: What decisions do you need data to make?
  5. Ask: Do you run paid acquisition? (attribution matters)

Analytics Stack

Essential Tools

Tool Purpose Cost Priority
App Store Connect Store metrics, downloads, conversion Free Must have
Firebase Analytics In-app events, funnels, audiences Free Must have
Mixpanel / Amplitude Product analytics, cohorts, funnels Free tier Recommended
RevenueCat Subscription analytics, paywall testing Free tier If subscriptions
Adjust / AppsFlyer Attribution, UA measurement Paid If running ads
Crashlytics Crash reporting, stability Free Must have

App Store Connect Analytics

Key metrics available for free:

Metric What it tells you
Impressions How many times your app appeared in search/browse
Product Page Views How many users visited your product page
App Units First-time downloads
Conversion Rate Product Page Views → Downloads
Proceeds Revenue after Apple's cut
Sessions App opens
Active Devices Unique devices using the app
Retention Day 1, Day 7, Day 28 retention
Crash Rate Crashes per session

Source types:

  • App Store Search
  • App Store Browse
  • Web Referral
  • App Referral

Key Metrics Framework

Acquisition Metrics

Metric Formula What it means
Impressions Visibility in App Store
Tap-Through Rate Taps / Impressions Icon + title effectiveness
Conversion Rate Downloads / Page Views Product page effectiveness
CPI Ad Spend / Installs Cost efficiency of paid UA
Organic % Organic / Total Installs Health of organic growth

Read the full file on GitHub · 211 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 211 lines · 88 tokens per session scan A 1ba3f5c86e9c

Subscribe to this mod's changes

app-analytics is a skill published in the GitHub repository Eronred/aso-skills (1,835 stars, last pushed 17d ago), licensed MIT. It adds 88 tokens to every session and 1,652 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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