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Explore advanced CS topics including advanced data structures, parallel computing, security, functional programming, and quantum computing.
npx claudepluginhub pluginagentmarketplace/custom-plugin-computer-science --plugin computer-science-pluginHow this skill is triggered — by the user, by Claude, or both
Slash command
/computer-science-plugin:skills/advancedThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
```yaml
Discovers 32 skills on eBPF, information retrieval, programming language theory, and formal methods for kernel tracing, compilers, parsers, type systems, Z3, and Lean.
Generates interactive LeetCode-style coding playgrounds for interview prep. Teaches DSA patterns with real product challenges, progressive difficulty, and Python/TypeScript/Kotlin/Swift support.
Implements and selects optimal data structures—hash tables (chaining, Robin Hood), balanced BSTs (AVL, Red-Black), heaps, tries, skip lists, segment/Fenwick trees, Bloom filters, Union-Find—for performance constraints, custom collections, memory optimization.
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skill_config:
version: "1.0.0"
category: advanced
prerequisites: [cs-foundations, algorithms, data-structures, complexity-analysis]
estimated_time: "12-16 weeks"
difficulty: expert
parameter_validation:
topic:
type: string
enum: [advanced-ds, parallel, security, functional, quantum, ml-theory]
required: true
retry_config:
max_attempts: 3
backoff_strategy: exponential
initial_delay_ms: 500
observability:
log_level: INFO
metrics: [topic_usage, depth_level]
Segment Trees
Fenwick Trees (Binary Indexed Trees)
Suffix Trees & Arrays
Disjoint Set Union (Union-Find)
Persistent Data Structures
Parallelism Concepts
Parallel Algorithms
GPU Computing
Cryptographic Primitives
Security Protocols
Network Flows
Linear Programming
Approximation Algorithms
Randomized Algorithms
Quantum Concepts
Quantum Algorithms
| Issue | Root Cause | Resolution |
|---|---|---|
| Parallel race condition | Missing synchronization | Add locks or use atomic ops |
| Segment tree wrong answer | Off-by-one in ranges | Verify range boundaries |
| Crypto implementation weak | Timing attack vulnerability | Use constant-time operations |
Advanced Techniques
Practice Platforms