duo-retention

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업데이트2026년 5월 4일 16:55

Duolingo-style retention engineering for any product — habit loops, streaks, leagues, churn diagnostics, day-N drop-off, and the discipline of building a "forever product." Use when the user asks how to keep users coming back, debug churn, design a streak system, time push notifications, run a leaderboard, or shift a product's metric from acquisition to retention. Source the Duolingo Handbook (Take the Long View) and blog data posts; translate every pattern to the user's actual product.

설치

Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.

출처

HKTITAN

HKTITAN/duolingo

GitHub 저장소 열기 Creator 저장소 보기

다운로드

Duolingo Retention — Map of Content

Duolingo's central business bet is that retention compounds and acquisition does not. The handbook frames the company as a "forever product": every decision is judged by long-term retention, not short-term revenue. This skill packages that bet into reusable patterns.

This skill is structured as a graph: scan the descriptions below, follow only the [[wikilinks]] you need. Don't read every node up front.

Foundations

[[references/forever-product]] — the operating premise: optimize for users who stick around for years, not quarters.
[[references/habit-loop]] — trigger → action → variable reward → investment, the spine of every retention move.
[[references/retention-vs-revenue]] — the explicit tradeoff Duolingo makes (and limits) between monetization and long-term return.

Behavioral mechanics

[[references/streak-mechanics]] — the daily-counter habit engine that became the company's icon.
[[references/streak-freeze]] — why protecting the streak is the retention move, not the gentle one.
[[references/loss-aversion]] — the asymmetry that makes streaks work: losing hurts more than winning feels good.
[[references/variable-reward]] — unpredictable payoffs (chests, league finishes) outperform predictable ones.
[[references/friction-as-stickiness]] — small required actions that build identity and habit.

Social and competitive layers

[[references/leagues]] — weekly time-boxed competition with promotion and demotion.
[[references/daily-quests]] — short-horizon goals that set up the long-horizon streak.

Diagnosing and fixing churn

[[references/churn-diagnostics]] — how to find the day where users drop and what each drop-off shape implies.
[[references/notification-discipline]] — the long-term cost of over-notifying, and how Duolingo decides cadence.

Sibling skills

[[../duo-gamification/SKILL]] — the play layer (XP, juicy feedback, hearts) that makes the retention loops survivable.
[[../duo-voice/SKILL]] — the copy layer that makes a push notification fire instead of fizzle.
[[../duo-experimentation/SKILL]] — every retention claim in this skill was originally an A/B test; here's how to run yours.
[[../duo-product/SKILL]] — the "forever product" mental model lives in the product skill too; the long-view bet starts there.

Sources

Duolingo Handbook (2025), Principle #1: Take the Long View
blog.duolingo.com — streak society, league design, push-notification science posts

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name	duo-retention
description	Duolingo-style retention engineering for any product — habit loops, streaks, leagues, churn diagnostics, day-N drop-off, and the discipline of building a "forever product." Use when the user asks how to keep users coming back, debug churn, design a streak system, time push notifications, run a leaderboard, or shift a product's metric from acquisition to retention. Source the Duolingo Handbook (Take the Long View) and blog data posts; translate every pattern to the user's actual product.
license	MIT
metadata	{"author":"HKTITAN","version":"1.0.0","graph":true}

Duolingo Retention — Map of Content

This skill is structured as a graph: scan the descriptions below, follow only the [[wikilinks]] you need. Don't read every node up front.

Foundations

[[references/forever-product]] — the operating premise: optimize for users who stick around for years, not quarters.
[[references/habit-loop]] — trigger → action → variable reward → investment, the spine of every retention move.
[[references/retention-vs-revenue]] — the explicit tradeoff Duolingo makes (and limits) between monetization and long-term return.

Behavioral mechanics

[[references/streak-mechanics]] — the daily-counter habit engine that became the company's icon.
[[references/streak-freeze]] — why protecting the streak is the retention move, not the gentle one.
[[references/loss-aversion]] — the asymmetry that makes streaks work: losing hurts more than winning feels good.
[[references/variable-reward]] — unpredictable payoffs (chests, league finishes) outperform predictable ones.
[[references/friction-as-stickiness]] — small required actions that build identity and habit.

Social and competitive layers

[[references/leagues]] — weekly time-boxed competition with promotion and demotion.
[[references/daily-quests]] — short-horizon goals that set up the long-horizon streak.

Diagnosing and fixing churn

[[references/churn-diagnostics]] — how to find the day where users drop and what each drop-off shape implies.
[[references/notification-discipline]] — the long-term cost of over-notifying, and how Duolingo decides cadence.

Sibling skills

[[../duo-gamification/SKILL]] — the play layer (XP, juicy feedback, hearts) that makes the retention loops survivable.
[[../duo-voice/SKILL]] — the copy layer that makes a push notification fire instead of fizzle.
[[../duo-experimentation/SKILL]] — every retention claim in this skill was originally an A/B test; here's how to run yours.
[[../duo-product/SKILL]] — the "forever product" mental model lives in the product skill too; the long-view bet starts there.

Sources

Duolingo Handbook (2025), Principle #1: Take the Long View
blog.duolingo.com — streak society, league design, push-notification science posts