adapty-attribution

adapty-attribution is a skill for Claude Code from adaptyteam/adapty-skills. It costs 115 tokens per session (1,577 once invoked), scanned A, original, MIT.

A skill for analysing advertising performance in Adapty Attribution. Adapty Attribution links app installs and revenue to campaigns, channels, countries, keywords, and other advertising sources.

In plain words
What is it for?
Use it to compare ROAS, payback, CPI, trial conversion, refunds, and predicted revenue, or to decide where to increase or reduce advertising budget.
Why use it?
It helps identify which advertising efforts produce paid users and revenue, and investigate changes such as falling installs or refunds.

Skill for Claude Code

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

Part of the adapty-skills plugin — 13 skills shipped together

Good fit Use it to compare ROAS, payback, CPI, trial conversion, refunds, and predicted revenue, or to decide where to increase or reduce advertising budget.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/adaptyteam/adapty-skills/adapty-attribution
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 adaptyteam/adapty-skills --skill adapty-attribution
Clone the repo
git clone --depth 1 https://github.com/adaptyteam/adapty-skills

Made for: Claude Code.

Or install adapty-skills, the plugin that ships this one along with the rest of its 13 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 adapty-attribution

README.md
[![agentmods](https://agentmods.dev/badge/skills/adaptyteam/adapty-skills/adapty-attribution/github.svg)](https://agentmods.dev/skills/adaptyteam/adapty-skills/adapty-attribution)
Your own site
<a href="https://agentmods.dev/skills/adaptyteam/adapty-skills/adapty-attribution"><img src="https://agentmods.dev/badge/skills/adaptyteam/adapty-skills/adapty-attribution/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 adapty-attribution

Your own site · 80×15
<a href="https://agentmods.dev/skills/adaptyteam/adapty-skills/adapty-attribution"><img src="https://agentmods.dev/badge/skills/adaptyteam/adapty-skills/adapty-attribution.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 115 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,577 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.
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 $0.00115 $0.01577
Opus 5.5 $0.00046 $0.00631
Sonnet 5.5 $0.00023 $0.00315
Haiku 4.5 $0.00012 $0.00158

Measured 4d ago against content hash fce60f9874e1, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

adapty-attribution 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 4d 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.

plugin/skills/adapty-attribution/SKILL.md · 96 lines

How it starts

The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Adapty Attribution

Adapty Attribution matches installs and web purchases to ad clicks and reports them against the subscription revenue Adapty already holds for every user. You read it through the Adapty CLI's attribution topic, which is read-only: nothing you run here changes a campaign, a link or a setting.

Open references/playbooks.md when a question matches one of its playbooks. It holds the commands, the reading and the reply shape for each common question.

Which "attribution" the user means

The question is about Where it goes
Campaign, channel, ad or country performance in Adapty Attribution This skill
Setting up Meta, TikTok, Google Ads, tracking links, the web pixel, Stripe, Paddle or FunnelFox for Adapty Attribution The adapty-docs skill. Start at Get started or Integrations
AppsFlyer, Adjust, Branch, Singular, Tenjin, Airbridge or another MMP connected to Adapty The adapty-docs skill. Start at Attribution integrations
Apple Search Ads bids, budgets, keywords or campaigns The ads-manager skill
SDK code in the app The adapty-integration skill

The CLI

Resolve $ADAPTY once and use it for every call:

adapty attribution --help >/dev/null 2>&1 && ADAPTY="adapty" || {
  npm i -g adapty@latest >/dev/null 2>&1 && ADAPTY="adapty" || ADAPTY="npx --yes adapty@latest"; }

If $ADAPTY attribution --help still reports no such topic, try npx --yes adapty@beta attribution --help once before telling the user the topic is unavailable. --yes is required: without it npx waits for a confirmation nobody will give. In zsh, run setopt shwordsplit before using a multi-word $ADAPTY. When you show a command to the user, write a literal adapty in it.

  • Find the app id with $ADAPTY apps list.
  • Run $ADAPTY attribution metrics and $ADAPTY attribution dimensions before your first report, and take metric and dimension names from them. Family names such as d{N}_roas are templates: pass d7_roas, never d{N}_roas or d07_roas.
  • Campaign, ad set and ad filters take ids. Get them from $ADAPTY attribution values --dimension campaign (or adset, ad) and match entities across periods by id, never by name.
  • Run reports one at a time. The service runs only a few queries per company at once, and report and values are never retried for you. On attribution_busy, wait retry_after_seconds, then run the call once more.
  • attribution_access_required means the company has no Attribution access, so spend, CPI and ROAS are out of reach. Logging in again will not fix it; say so once and run no more attribution calls. A question about which channel brings users, subscribers or money is still answerable from the app's subscription analytics: invoke growth-advisor now and answer it in this reply, by installs, trials, trial-to-paid and revenue per channel, saying spend and ROAS are not in them. Only a question about spend, CPI or ROAS itself ends here.

Read the full file on GitHub · 96 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 4d ago Changed · +4 lines fce60f9874e1
  2. 27d ago First seen · 92 lines · 115 tokens per session scan A 86592903713a

Subscribe to this mod's changes

adapty-attribution is a skill published in the GitHub repository adaptyteam/adapty-skills (6 stars, last pushed today), licensed MIT. It adds 115 tokens to every session and 1,577 once invoked, about $0.0005 per session on Opus 5.5. 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 2026-09-30.

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