AI Skill Report Card

Enhancing User Experiences

B+78·Feb 3, 2026
1. Identify the biggest user friction point
2. Apply the "10x better" test - how could this be 10x easier?
3. Prototype the simplest solution first
4. Test with real users immediately
Recommendation
Add more concrete input/output examples - show the actual before/after states or specific user scenarios rather than just high-level outcomes

Progress:

  • Map current user journey
  • Identify top 3 pain points
  • Generate improvement solutions
  • Build rapid prototype
  • Test and iterate

Step 1: Document current state

  • Record user actions step-by-step
  • Note where users get stuck or frustrated
  • Time how long tasks take

Step 2: Apply improvement frameworks

  • Jobs-to-be-Done: What is the user really trying to accomplish?
  • Remove/Reduce/Redesign: Eliminate unnecessary steps
  • Progressive disclosure: Show only what's needed now

Step 3: Prototype solutions

  • Start with paper sketches or wireframes
  • Use tools like Figma, Miro, or even PowerPoint
  • Focus on the core interaction first

Step 4: Test with real users

  • Watch 3-5 people use your solution
  • Ask "What would you expect to happen if you clicked here?"
  • Iterate based on confusion points
Recommendation
Include specific templates or frameworks (like a user journey mapping template or pain point assessment checklist) to make it more immediately actionable

Example 1: Input: Friend's resume getting no responses Output: Restructured with clear value props, quantified achievements, ATS-friendly format resulting in 5x more interviews

Example 2: Input: Team spending 30 minutes in daily standups Output: Async video updates + 10-minute focused problem-solving sessions, saving 20 minutes daily

Recommendation
Provide more detailed guidance on what tools to use for different types of prototyping beyond just naming Figma/Miro
  • Start with user observation, not assumptions
  • Make one big improvement rather than many small ones
  • Default to simpler solutions
  • Measure before and after metrics
  • Get feedback early and often
  • Adding features instead of removing friction
  • Designing for yourself instead of actual users
  • Perfecting before testing with real people
  • Ignoring the context where people actually use the thing
0
Grade B+AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15