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AWQ Weight Quantization

awq-quantization

Orchestra-Research/AI-Research-SKILLs

AWQ provides activation-aware 4-bit quantization for large language models, delivering ~3x inference speedup and sub-5% accuracy loss to deploy instruction-tuned or multimodal models on memory-constrained GPUs with vLLM integration and Marlin kernels.

Linux Privilege Escalation

linux-privilege-escalation

sickn33/antigravity-awesome-skills

Systematically enumerate Linux hosts, run automation scripts, and chain kernel, sudo, SUID, cron, and capability weaknesses to escalate from low-privilege shells to root for authorized assessments.

Windows Privilege Escalation

windows-privilege-escalation

sickn33/antigravity-awesome-skills

Systematic Windows privilege escalation guide covering enumeration, credential harvesting, service abuse, token impersonation, kernel exploits and configuration flaws to elevate from standard user to Administrator/SYSTEM during pentests.

Bootkit Rootkit Analysis

analyzing-bootkit-and-rootkit-samples

mukul975/Anthropic-Cybersecurity-Skills

Walks analysts through acquiring MBR/VBR/UEFI firmware dumps, disassembling boot sectors, auditing firmware modules, and running kernel memory forensics to detect bootkits and rootkits persisting below the OS.

Linux Kernel Rootkit Analysis

analyzing-linux-kernel-rootkits

mukul975/Anthropic-Cybersecurity-Skills

Detect kernel-level rootkits in Linux memory dumps using Volatility3 plugins, /proc vs /sys cross-view checks, and live rkhunter/chkrootkit scans to document hooked syscalls, hidden modules, and tampered structures for SOC analysts.

Linux Memory Forensics

analyzing-memory-forensics-with-lime-and-volatility

mukul975/Anthropic-Cybersecurity-Skills

Guides SOC analysts through acquiring Linux RAM with the LiME kernel module and analyzing it using Volatility 3 to surface processes, bash history, sockets, kernel modules, and injected code for incident response.

Container Escape Detection

detecting-container-escape-attempts

mukul975/Anthropic-Cybersecurity-Skills

Detects container escape attempts by monitoring syscall, file, process, network, and audit indicators with runtime tools like Falco, Sysdig, and custom rules to alert on privileged mounts, Docker socket access, sensitive proc paths, cgroup writes, and kernel module loading.

Rootkit Activity Detection

detecting-rootkit-activity

mukul975/Anthropic-Cybersecurity-Skills

Detects hidden rootkit behavior on compromised machines by combining memory forensics, cross-view process enumeration, kernel integrity checks, and file/registry hiding detection to reveal hooked system calls and covert connections.

Runtime Security with Tetragon

implementing-runtime-security-with-tetragon

mukul975/Anthropic-Cybersecurity-Skills

Deploys Cilium Tetragon to leverage eBPF for kernel-level observability and enforcement across Kubernetes workloads, enabling monitoring of processes, files, syscalls, and network activity to detect threats and enforce security policies with minimal overhead.

Linux Log Forensics

performing-linux-log-forensics-investigation

mukul975/Anthropic-Cybersecurity-Skills

Provides a structured walkthrough for analyzing Linux auth/sys/kernel logs, systemd journal exports, cron data, and auditd records to reconstruct user activity, identify intrusions, and document incident timelines during security assessments.

Privilege Escalation Assessment

performing-privilege-escalation-assessment

mukul975/Anthropic-Cybersecurity-Skills

Runs post-compromise privilege escalation assessments on Linux and Windows hosts by enumerating misconfigurations, services, SUID binaries, kernel exploits, cron jobs, and credential stores to prove how initial low-privilege access turns into root/SYSTEM, useful for red teams validating controls.

Linux Privilege Escalation Techniques

performing-privilege-escalation-on-linux

mukul975/Anthropic-Cybersecurity-Skills

Detailed walk-through for red teams to discover and exploit misconfigurations, vulnerable services, and kernel issues on Linux hosts, combining manual enumeration with automated tools to escalate from user to root during authorized assessments.

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