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End-to-End Research Pipeline Automation

research-pipeline

wanshuiyin/Auto-claude-code-research-in-sleep

This skill automates the entire academic research lifecycle. It orchestrates stages from broad idea discovery and literature review to experimental implementation, rigorous cross-model review, and finally, generating a polished research paper PDF. Ideal for researchers needing an end-to-end, autonomous workflow for academic publication preparation.

Research Refinement And Experiment Planning Pipeline

research-refine-pipeline

wanshuiyin/Auto-claude-code-research-in-sleep

This comprehensive pipeline guides users from a vague research concept to a fully structured, testable academic proposal. It first refines the core methodology (research-refine) to establish a stable thesis, and then generates a detailed, claim-driven experiment roadmap (experiment-plan). This end-to-end workflow ensures that the final academic output is both elegant and empirically validated.

Critical Research Review via Expert Backend

research-review

wanshuiyin/Auto-claude-code-research-in-sleep

Get a deep, multi-round, and adversarial critical review of your research work, ideas, or drafts. This skill simulates the perspective of a senior ML reviewer (e.g., NeurIPS/ICML level) using dedicated external backends (Codex or Manual). It is designed to find logical gaps, missing experiments, and narrative weaknesses, providing brutal honesty to elevate your academic contribution.

Analyzing Android Malware with JADX Tools

reverse-engineering-android-malware-with-jadx

mukul975/Anthropic-Cybersecurity-Skills

A comprehensive guide for reverse engineering Android malware. It details how to use JADX and accompanying tools (apktool, androguard) to analyze APK metadata, extract permissions, decompile Java/Kotlin source code, and identify malicious functionalities like data exfiltration, C2 communication, and overlay attacks. Ideal for mobile threat analysis and security research.

Reverse Engineer .NET Malware with dnSpy

reverse-engineering-dotnet-malware-with-dnspy

mukul975/Anthropic-Cybersecurity-Skills

A comprehensive guide for analyzing .NET malware (C#, VB.NET, F#) using professional tools like dnSpy and de4dot. Learn to decompile code, identify obfuscation techniques (ConfuserEx, SmartAssembly), extract C2 configurations, and debug malicious behavior in stealers and RATs.

Advanced iOS Reverse Engineering Using Frida

reverse-engineering-ios-app-with-frida

mukul975/Anthropic-Cybersecurity-Skills

This comprehensive guide teaches advanced iOS reverse engineering techniques using Frida dynamic instrumentation. Users can analyze proprietary app logic, extract encryption keys, trace method calls, and bypass anti-tampering or anti-debugging mechanisms without needing source code. It is essential for authorized mobile security testing and protocol analysis.

Reverse Engineering Malware Using Ghidra

reverse-engineering-malware-with-ghidra

mukul975/Anthropic-Cybersecurity-Skills

A deep dive into advanced malware reverse engineering techniques. Learn how to utilize Ghidra's powerful disassembler and decompiler to analyze complex malware binaries. This guide covers identifying C2 communication protocols, extracting cryptographic routines, understanding memory injection, and analyzing low-level assembly code for core logic and evasion techniques. Essential for professional cybersecurity analysts.

Reverse Engineering Ransomware Encryption Routines

reverse-engineering-ransomware-encryption-routine

mukul975/Anthropic-Cybersecurity-Skills

A comprehensive deep dive into reverse engineering ransomware encryption mechanisms. It details the analysis of hybrid encryption models (AES/RSA), identifying specific cryptographic APIs (CryptoAPI, CNG), and locating implementation flaws such as weak key generation or IV reuse. This guides authorized security professionals in finding potential decryption opportunities without paying a ransom.

Reverse Engineering Rust Malware Binaries

reverse-engineering-rust-malware

mukul975/Anthropic-Cybersecurity-Skills

A comprehensive guide and Python tool for reverse engineering Rust-compiled malware. It addresses unique Rust binary challenges, such as non-null-terminated strings and monomorphization. The script extracts crate dependencies, identifies suspicious capabilities (like networking or encryption), and filters for malware-related strings, assisting security researchers in deep binary analysis.

Idiomatic Rust Development Patterns

affaan-m/everything-claude-code

A comprehensive guide to idiomatic Rust patterns and best practices for building safe, high-performance, and maintainable applications. Covers core concepts like ownership and borrowing, robust error handling using thiserror and anyhow, state modeling with enums, zero-cost abstraction via traits and generics, and safe concurrent programming practices.

Rust Testing Patterns and TDD Guide

affaan-m/everything-claude-code

A comprehensive guide to writing robust and maintainable tests in Rust. It covers various advanced testing patterns, including Unit, Integration, Async, and Property-Based testing. Learn how to apply the TDD (Test-Driven Development) cycle (RED-GREEN-REFACTOR) to enhance code reliability and ensure high code coverage.

Integrating Trivy Vulnerability Scanning In CI/CD

scanning-containers-with-trivy-in-cicd

mukul975/Anthropic-Cybersecurity-Skills

Use Trivy to automate comprehensive vulnerability detection (CVEs, misconfigurations) in Docker container images within CI/CD pipelines. This skill guides users on establishing robust quality gates—such as integrating into GitHub Actions or GitLab CI—to ensure that only secure images are pushed to production registries, covering OS packages, dependencies, and Dockerfile best practices.

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