review-learning

name: review-learning description: Use when user requests learning progress review, assessment, or evaluation of any learning item in MasterAnything framework. Triggers: "review progress", "how am I doing", "assess my learning", "check my progress", "am I on track".

Review Learning Progress

Overview

Systematically evaluate learning progress against defined goals and milestones, providing actionable insights and updating progress records.

Core principle: A review must compare actual progress against planned goals, not just summarize what was done.

When to Use

digraph review_trigger {
    "User asks about learning progress?" [shape=diamond];
    "Specific learning item mentioned?" [shape=diamond];
    "Use this skill" [shape=box];
    "Use different approach" [shape=box];

    "User asks about learning progress?" -> "Specific learning item mentioned?" [label="yes"];
    "Specific learning item mentioned?" -> "Use this skill" [label="yes"];
    "User asks about learning progress?" -> "Use different approach" [label="no"];
    "Specific learning item mentioned?" -> "Use different approach" [label="no"];
}

Triggers:

• "Review my progress"
• "How am I doing with [topic]?"
• "Assess my learning"
• "Check my progress"
• "Am I on track?"
• "Review [learning item name]"

When NOT to use:

• Starting a new learning session (use /study)
• Creating a new learning item (use /new-learning)

Core Pattern

Before (Baseline - Missing Elements)

## Current Status
- Stage: Novice
- Time: 0.5 hours
- Progress: 5%

[Summarizes what was done, no evaluation]

After (With Skill - Complete Review)

## Timeline Assessment
- Expected: Novice stage complete by 2025-02-09 (1 week)
- Current: 5% complete, 0.5 hours invested
- Status: Behind schedule (need 2+ hours/day to catch up)

## Milestone Evaluation
- Completed: 3/10 Novice milestones
- Missing: Character classes, anchors, email matching
- Next priority: Complete character classes (blocks all next steps)

## Learning Patterns
- Frequency: One 30-minute session (needs daily practice)
- Focus: Theory over practice (no code examples yet)
- Trend: Good documentation, insufficient application

## Action Plan
1. Complete character classes today (blocks progress)
2. Add 15-minute daily practice sessions
3. Create one regex example per concept learned

Quick Reference

Implementation

Step 1: Read Core Files (Always)

# Use Read tool for these files first
[learning-item]/README.md              # Goals, milestones, roadmap
[learning-item]/progress.md             # Time tracking, completion status
[learning-item]/notes/*.md              # Learning evidence, patterns
[learning-item]/reviews/spaced-repetition.md  # Spaced repetition status
[learning-item]/flashcards/*.md         # Flashcard mastery data

Step 2: Timeline Assessment

Calculate:

• Expected completion date for current stage (from README.md)
• Days elapsed since start date
• Expected hours per week vs actual
• Pace: "On track", "Ahead", or "Behind"

Example calculation:

Novice stage: 1 week expected
Started: 2025-02-02
Today: 2025-02-09
Expected: 5-7 hours total (1 hr/day)
Actual: 0.5 hours
Status: Behind (need 6.5 hours in remaining days)

Step 3: Milestone Evaluation

Check each milestone in current stage:

• Mark for completed checklist items in README.md
• Mark for incomplete items
• Identify blocking items (prerequisites for next steps)

Example:

### Novice Milestones
- Explain basic concepts
- List 10+ metacharacters
- Complete environment configuration (NOT DONE)
- Run first example (BLOCKED by env config)

Step 4: Pattern Recognition

Analyze progress.md log for patterns:

Example finding:

Pattern: Single 30-minute session, then 7-day gap
Issue: Insufficient frequency for retention
Recommendation: Daily 20-minute sessions better than weekly 2-hour sessions

Step 5: Generate Recommendations

Prioritize by impact:

1. ** Critical** - Blocks all progress (e.g., environment not set up)
2. ** Important** - Slows progress significantly (e.g., missing foundation)
3. ** Suggestion** - Optimizes learning (e.g., add practice)

Format:

## Action Plan (Priority Order)

### Critical (Complete Today)
1. Set up environment (blocks all next steps)
   - Run: [specific command]
   - Verify: [how to confirm it works]

### Important (This Week)
2. Complete character class module
   - Time needed: 1 hour
   - Resources: [link to section]

### Suggestions (Ongoing)
3. Add daily practice sessions
   - Current: 30 min once/week
   - Recommended: 20 min daily
   - Reason: Spaced retention better

Step 6: Update progress.md

Append review findings:

## Learning Reviews

### 2025-02-09 - Weekly Review
**Reviewer**: Claude (review-learning skill)
**Timeline**: Behind schedule (0.5h / 7h expected)
**Milestones**: 3/10 Novice tasks complete
**Key Finding**: Environment setup not complete, blocking progress
**Action**: Set up environment today, then complete character classes
**Next Review**: 2025-02-16

Common Mistakes

Real-World Impact

Before this skill: Reviews were summaries ("You learned metacharacters, good start!") with no assessment of whether the user was on track to meet their goals.

After this skill: Reviews provide concrete timeline assessments ("Behind schedule - need 2 hours/day to catch up"), identify blocking issues ("Environment setup blocks all progress"), and document findings in progress.md for future reference.

Skill version: 1.0 Last updated: 2025-02-02