A comprehensive knowledge base that collects technical tutorials, tool resources, and problem-solving solutions.
Method List is a knowledge base dedicated to collecting and organizing technical methods, tool resources, and problem-solving solutions. It aims to provide a convenient platform for developers, tech enthusiasts, and learners to find and learn resources.
Method-List/
├── README.md
├── resources/
│ ├── agent-rules/ # AI agent behavior rules (copy-paste into CLAUDE.md / AGENTS.md)
│ ├── media/ # Media channels and collections
│ ├── online/ # Web tools and services
│ ├── software/ # Software recommendations
│ ├── system-prompts/ # AI assistant prompt templates
│ ├── tools/ # Command references and shortcuts
│ └── github/ # GitHub repository references
└── topics/
├── ai/ # AI and machine learning
│ └── machine-learning/ # ML assignments, paper reviews, feature selection
├── android/ # Android security & automated testing architecture
│ └── pentest/ # Android LLM-augmented pentesting framework (01-07)
├── data-engineering/ # Data engineering concepts
├── development/ # Development troubleshooting & SOPs
├── mindset/ # Personal mindset and reflection
├── quantum/ # Quantum computing research
├── research-method/ # Research methodology course notes & exam prep
├── security/ # Information security & ops cheatsheets
└── technology/ # Hardware and software Q&A
This knowledge base is divided into two main sections:
In-depth technical articles, tutorials, and problem-solving solutions organized by domain:
- AI (topics/ai/) - Artificial intelligence, machine learning, Azure OpenAI
- Machine Learning (topics/ai/machine-learning/) - ML assignments, paper reviews (AutoVulnPHP, STAF), and feature selection research → Details
- Android (topics/android/) - Android mobile security & automated analysis
- Augmented Pentesting Framework (topics/android/pentest/) - 7-part architecture combining LLM, Agentic workflows, and Frida instrumentation → Details
- Data Engineering (topics/data-engineering/) - Data processing and engineering concepts
- Development (topics/development/) - Programming troubleshooting, Docker, Git, and Conda environment SOPs
- Mindset (topics/mindset/) - Personal mindset and reflection
- Quantum (topics/quantum/) - Quantum computing research
- Research Methods (topics/research-method/) - Research methodology complete course notes (Lectures 01-08) & exam prep (NCU) → Details
- Security (topics/security/) - Information security concepts, lab platforms, and ops cheatsheets → Details
- Labs & Platforms (topics/security/cybersecurity-labs-and-platforms.md) - TryHackMe, HTB, DVWA, Vulnhub online/local labs
- CTF Beginner Guide (topics/security/ctf-beginner-guide.md) - 6 core categories, 8 competition formats, and solution SOP
- Exam & Terminology Notes (topics/security/information-security-notes.md) - Auth protocols (OAuth/SAML/OIDC), AAA, and high-frequency exam points
- Ops Cheatsheet (topics/security/network-security-cheatsheet.md) - Nmap scanning, Wireshark/tcpdump filtering, and firewall rules
- Automation Security Analysis (topics/security/automation-analysis-logic.md) - Phase 1 intent analysis and taint tracking logic
- PDF Standard Encryption Cracking (topics/security/pdf-encryption-cracking.md) - Key derivation algorithms, MD5+RC4 cryptanalysis, and multiprocessing cracking
- Web Security Assessment Workflow (topics/security/web-application-security-assessment.md) - End-to-end security assessment methodology (Recon, Auth, API Fuzzing, TLS Review)
- Technology (topics/technology/) - Hardware and software Q&A
Curated collections of tools, software, media, and reference materials:
- Agent Rules (resources/agent-rules/) - Reusable behavior rules for AI agents. Copy-paste into your CLAUDE.md / AGENTS.md to improve agent problem-solving.
- Media (resources/media/) - YouTube channels, music, and video collections
- Online (resources/online/) - Web-based tools and services
- Software (resources/software/) - Computer and mobile app recommendations
- System Prompts (resources/system-prompts/) - AI assistant prompt templates (例如
data-organization-expert_profiles.md，單檔整合 Storyline/Deep Dive/Third-Person 三種 Profile 與 Turbo 模組) → Details - Tools (resources/tools/) - Command references, shortcuts, and quick-fix commands → Details
- GitHub References (resources/github/) - Curated list of valuable GitHub repositories
Contributions to this knowledge base are welcome! Please refer to the existing category structure, place your document in the topics or resources folder, and submit a Pull Request.
If you have any questions or suggestions, feel free to raise them via GitHub Issues.
This project is licensed under the MIT License. You are welcome to use and share it freely.
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