القائمة
Use when designing retention mechanisms, habit loops, or auditing why users drop off despite engaging with core features, to structure gamification beyond superficial badges
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use when designing AI agent products, defining roadmaps for agentic workflows, or evaluating how to evolve AI from passive tool to proactive partner in software development
Shift from rigid roles (PM, Designer, Engineer) towards a model where individuals use AI to bridge skill gaps, enabling smaller and flatter teams. Use in early-stage startups or innovation units where speed is critical.
Use when designing AI agents or chatbots, when raw model outputs feel like a black box, or when building natural language interfaces that need structure and trust
Use when building AI-powered products or agents, when raw model intelligence isn't enough to solve user problems, or when designing the architecture for agentic workflows
View yourself as an entity with infinite dimensions rather than a single good/bad identity. Strengths and weaknesses are often the same trait in different contexts. Use during performance reviews or when receiving tough feedback.
Review your calendar, color-code activities by energy impact (Green/Red), and systematically delegate draining tasks to maximize time in your Zone of Genius.
| name | gamification-triad |
| description | Use when designing retention mechanisms, habit loops, or auditing why users drop off despite engaging with core features, to structure gamification beyond superficial badges |
A structural model for gamification consisting of three essential pillars that must work together to drive long-term retention. Moves gamification beyond superficial badges.
Core principle: Short-term actions must connect to long-term value through a coherent structure.
┌─────────────────────────────────────────────────────────────────┐
│ GAMIFICATION TRIAD │
├─────────────────────────────────────────────────────────────────┤
│ │
│ ┌──────────────┐ ┌──────────────┐ ┌──────────────┐ │
│ │ CORE LOOP │ │ METAGAME │ │ PROFILE │ │
│ │ │ │ │ │ │ │
│ │ Daily Action │ │ Long-term │ │ Identity │ │
│ │ + Immediate │ │ Progression │ │ + Sunk │ │
│ │ Feedback │ │ & Direction │ │ Cost │ │
│ └──────────────┘ └──────────────┘ └──────────────┘ │
│ │
│ Examples: Examples: Examples: │
│ • Lesson • Leaderboards • Streak count │
│ • Match • Learning Path • Avatar/Stats │
│ • Workout • Achievements • Play history │
│ │
└─────────────────────────────────────────────────────────────────┘
| Pillar | Purpose | Duolingo Example |
|---|---|---|
| Core Loop | Tight daily habit with immediate feedback | 5-min lesson → XP reward |
| Metagame | Long-term progression that provides direction | The Path, League system |
| Profile | Identity & investment that builds commitment | Streak, avatar, stats |
When retention is failing, check:
| Product | Core | Meta | Profile |
|---|---|---|---|
| Duolingo | Lesson | Path + Leagues | Streak + Avatar |
| Chess.com | Game | Rating | Stats + History |
| Peloton | Workout | Milestones | Total Minutes |
Source: Albert Cheng (Chess.com, Duolingo, Grammarly) / Jorge Mazal via Lenny's Podcast