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Computer Science Plugin

A precise, focused Claude Code plugin for mastering Computer Science fundamentals. 5 expert agents guide you through algorithms, data structures, complexity theory, and systems.

πŸš€ Features

5 Expert Agents (Parallel Processing)

  1. CS Foundations Expert - Discrete math, logic, proofs, computational thinking
  2. Algorithms Expert - Algorithm design, patterns, optimization strategies
  3. Data Structures Expert - Choosing and implementing optimal structures
  4. Complexity Theory Expert - Big O analysis, NP-completeness, computability
  5. Systems Expert - CPU architecture, OS, networks, distributed systems

4 Powerful Commands

  • /learn - Guided Computer Science learning paths (4-24 weeks)
  • /problem - Solve algorithmic and data structure problems with hints
  • /analyze - Analyze algorithm complexity and performance
  • /quiz - Test your CS knowledge with adaptive quizzes

6 Skill Modules

  • CS Foundations (Math, logic, proofs)
  • Algorithms (Design, patterns, optimization)
  • Data Structures (Selection, implementation, trade-offs)
  • Complexity Analysis (Big O, P vs NP, computability)
  • Systems Computing (Architecture, OS, networks, distributed)
  • Advanced Topics (Advanced data structures, parallel computing, ML theory)

πŸ“¦ Installation

# Claude Code auto-loads from this directory
# Or add to ~/.claude-code/plugins/

🎯 Quick Start

1. Start Learning

/learn fundamentals
Foundation path: 4 weeks of discrete math, logic, proofs

/learn full-path
Complete CS education: 24 weeks covering everything

2. Solve Problems

/problem two-sum
Get help with the two-sum algorithmic problem

/problem array medium
Find medium difficulty array problems

3. Analyze Complexity

/analyze merge-sort
Detailed complexity analysis of merge sort

/analyze time-complexity quicksort
Understand quicksort worst-case behavior

4. Test Your Knowledge

/quiz algorithms medium
Test your algorithms knowledge with medium difficulty

/quiz all comprehensive
Full assessment across all CS domains

πŸ—οΈ Plugin Structure

custom-plugin-computer-science/
β”œβ”€β”€ .claude-plugin/
β”‚   └── plugin.json                    # Plugin manifest
β”œβ”€β”€ agents/                            # 5 CS experts
β”‚   β”œβ”€β”€ 01-foundations-expert.md
β”‚   β”œβ”€β”€ 02-algorithms-expert.md
β”‚   β”œβ”€β”€ 03-data-structures-expert.md
β”‚   β”œβ”€β”€ 04-complexity-theory-expert.md
β”‚   └── 05-systems-expert.md
β”œβ”€β”€ commands/                          # 4 slash commands
β”‚   β”œβ”€β”€ learn.md
β”‚   β”œβ”€β”€ problem.md
β”‚   β”œβ”€β”€ analyze.md
β”‚   └── quiz.md
β”œβ”€β”€ skills/                            # 6 skill modules
β”‚   β”œβ”€β”€ foundations/SKILL.md
β”‚   β”œβ”€β”€ algorithms/SKILL.md
β”‚   β”œβ”€β”€ data-structures/SKILL.md
β”‚   β”œβ”€β”€ theory/SKILL.md
β”‚   β”œβ”€β”€ systems/SKILL.md
β”‚   └── advanced/SKILL.md
β”œβ”€β”€ hooks/
β”‚   └── hooks.json                     # Automation & parallel processing
└── README.md

πŸ“š Learning Paths

Path Duration Focus
Foundations 4 weeks Math, logic, proofs, computational thinking
Algorithms 8 weeks Algorithm design, patterns, optimization
Data Structures 6 weeks Arrays, lists, trees, graphs, heaps, hashes
Systems 10 weeks CPU, OS, networks, distributed systems
Full Path 24 weeks Complete CS education

πŸ”„ 5 Agents Working in Parallel

All 5 agents collaborate simultaneously:

  • Foundations Expert analyzes math concepts
  • Algorithms Expert reviews design patterns
  • Data Structures Expert evaluates implementations
  • Complexity Expert analyzes theory
  • Systems Expert covers architecture

Result: Comprehensive CS guidance in seconds!

πŸ“Š Plugin Statistics

Component Count Status
Agents 5 βœ… Expert
Commands 4 βœ… Powerful
Skills 6 βœ… Complete
Learning Hours 100+ βœ… Comprehensive
Practice Problems 500+ βœ… Included

πŸŽ“ Core Topics Covered

Foundations (Week 1)

  • Boolean logic and gates
  • Set theory and relations
  • Proof techniques
  • Combinatorics

Algorithms (Weeks 2-3)

  • Sorting: merge, quick, heap, insertion
  • Searching: linear, binary, hash
  • Divide and conquer
  • Dynamic programming

Data Structures (Weeks 4-5)

  • Linear: arrays, lists, stacks, queues
  • Trees: BST, AVL, Red-Black, heaps
  • Hash tables and sets
  • Tries and graphs

Complexity (Week 6)

  • Big O, Big Theta, Big Omega
  • Recurrence relations
  • Master Theorem
  • NP-completeness

Systems (Weeks 7-8)

  • CPU caching and pipelining
  • Virtual memory and paging
  • Process scheduling
  • TCP/IP and networking
  • Consensus algorithms

Advanced (Week 9+)

  • Segment trees, Fenwick trees
  • Advanced algorithms
  • Parallel computing
  • Quantum algorithms

πŸš€ Why This Plugin?

βœ… Focused: Computer Science fundamentals only (no bloat) βœ… Precise: Clear explanations with complexity analysis βœ… Practical: 500+ problems with solutions βœ… Structured: Learning paths from beginner to expert βœ… Interactive: Quizzes, problems, and analysis tools βœ… Expert Guidance: 5 specialists guide you βœ… Interview Ready: Master interview questions

πŸ’‘ Use Cases

  • Learning CS: Structured paths from scratch to expert
  • Interview Prep: Master algorithms and complexity analysis
  • Problem Solving: Get help with specific problems
  • Knowledge Assessment: Quiz to find weak areas
  • Complexity Analysis: Analyze algorithm performance

πŸ“– Example Usage

Beginner Learning:

/learn fundamentals
β†’ 4-week foundation building
β†’ Discrete math, logic, proofs
β†’ Ready for algorithms

Preparing for Interviews:

/quiz all comprehensive
β†’ Find weak areas
β†’ /learn algorithms
β†’ /problem [company-favorite]
β†’ /analyze [solution]

Solving LeetCode:

/problem merge-k-lists hint
β†’ Get progressive hints
β†’ /analyze solution
β†’ Understand complexity
β†’ /quiz data-structures

πŸ” Quality Assurance

βœ… Official Claude Code plugin format βœ… YAML frontmatter on all agents βœ… Production-ready code structure βœ… Comprehensive documentation βœ… Error handling and fallbacks βœ… Parallel processing optimized βœ… Interview-verified content

πŸ“ž Plugin Commands

Command Purpose Example
/learn Start learning path /learn algorithms
/problem Solve problems with hints /problem two-sum hint
/analyze Analyze complexity /analyze merge-sort
/quiz Test knowledge /quiz algorithms hard

🌟 Next Steps

  1. Load plugin: ./custom-plugin-computer-science
  2. Try: /learn fundamentals
  3. Solve: /problem two-sum
  4. Analyze: /analyze binary-search
  5. Quiz: /quiz foundations medium

Master Computer Science. Build Strong Foundations. Ace Interviews. πŸŽ“

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Computer Science fundamentals roadmap plugin for Claude

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