What is the AMP framework?

AMP stands for Autonomy, Mastery, and Purpose—the three core pillars of intrinsic motivation identified by behavioral scientists as the keys to high performance and engagement.

What is the difference between 'If-Then' and 'Now-That' rewards?

'If-Then' rewards are contingent and often crush creativity; 'Now-That' rewards are unexpected recognitions provided after a task is completed, which preserves intrinsic drive.

Can I use this for team management?

Yes, the skill provides actionable advice on structuring tasks, time, and feedback to maximize team creativity and focus in a knowledge economy.

How does this skill help with product design?

It audits your features against motivation principles to ensure you're building long-term engagement and user satisfaction rather than relying on shallow, addictive gamification.

Drive Motivation Framework

Name: Drive Motivation Framework
Author: wondelai

bywondelai

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214

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Productivity & Workflow

Implements the Autonomy, Mastery, and Purpose (AMP) framework to design intrinsic motivation systems for products and teams.

The Drive Motivation skill enables Claude to evaluate and design motivation systems based on modern behavioral science, moving beyond outdated carrot-and-stick incentives. It utilizes the three pillars of Autonomy (choice), Mastery (growth), and Purpose (meaning) to audit product features, team management styles, and gamification strategies. This skill is ideal for developers and managers looking to build habit-forming products, improve team performance, or design engagement loops that prioritize long-term intrinsic value over short-term external rewards.

Key Features

01Autonomy Audit across the Four T's: Task, Time, Technique, and Team

02AMP Scoring System (0-10) for evaluating engagement loops and incentives

03Purpose-driven design patterns to align features with user and organizational values

04Mastery and Flow State calibration to balance challenge and skill levels

05Strategic guidance on replacing 'If-Then' rewards with 'Now-That' recognition

06214 GitHub stars

Use Cases

01Creating educational or onboarding workflows that maintain user engagement through optimal challenge

02Designing team incentive structures that foster creativity and complex problem-solving

03Auditing product gamification to ensure it builds intrinsic habits instead of reward addiction

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add wondelai/skills drive-motivation

For use in Claude.ai and ChatGPT

Download Skill