AI Skill Report Card

Building Developer Confidence

B72·Feb 10, 2026·Source: Extension-selection

Instead of copy-pasting from Stack Overflow:

  1. Read the error message completely
  2. Identify the specific component that's failing
  3. Check the official docs for that component first
  4. Write a minimal test case to isolate the issue
  5. Build your solution incrementally
Recommendation
Add more concrete input/output examples showing before/after scenarios of developers moving from confusion to understanding specific concepts

From Copy-Paste to Understanding:

Progress:

  • Audit current gaps - List 3 areas where you frequently copy-paste without understanding
  • Pick one technology - Choose your weakest link (don't try to fix everything at once)
  • Build fundamentals - Work through official docs and basic examples
  • Create from scratch - Build a small project without tutorials
  • Teach/document - Explain the concept to someone else or write it up
  • Apply to real work - Use your new understanding in actual projects
  • Repeat cycle - Move to next technology gap
Recommendation
Include specific templates or frameworks for tracking learning progress, such as a learning journal format or skill assessment checklist

Example 1: JavaScript Async Confusion Input: "I keep copying async/await code but don't understand when it works" Output:

JavaScript
// Start here - understand Promises first const basicPromise = new Promise((resolve) => { setTimeout(() => resolve("Done"), 1000); }); // Then move to async/await async function handleData() { const result = await basicPromise; console.log(result); // "Done" after 1 second }

Example 2: CSS Layout Struggles Input: "I copy CSS Grid snippets but layouts break when I modify them" Output: Build this progression:

  1. Single column grid
  2. Two column grid
  3. Add responsive breakpoints
  4. Then tackle complex layouts
Recommendation
Provide more detailed workflow steps with time estimates and measurable milestones to make the progression more actionable
  • Start with official documentation - It's usually clearer than blog posts
  • Build mental models - Understand WHY something works, not just HOW
  • Practice active recall - Close the tutorial and try to recreate from memory
  • Version control everything - Track your learning progress
  • Focus on one thing at a time - Master JavaScript before jumping to React
  • Join communities - Ask questions in Discord/Slack groups for your tech stack
  • Tutorial hell - Watching endless videos without building anything original
  • Comparing to senior devs - Everyone started somewhere; focus on your progress
  • Perfectionism - Ship messy code that works over perfect code that never gets finished
  • Tool obsession - Don't chase every new framework; master your current stack first
  • Avoiding documentation - Blogs get outdated; official docs stay current
  • Not tracking progress - Keep a learning journal to see how far you've come
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Grade BAI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15