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Clarify Requirements First

ask-questions-if-underspecified

trailofbits/skills

A guide for pausing and asking targeted questions whenever requirements are vague, ensuring the team locks in objectives, scope, constraints, and acceptance criteria before any implementation begins.

Clarify Requirements First

ask-questions-if-underspecified

trailofbits/skills

A guide for pausing and asking targeted questions whenever requirements are vague, ensuring the team locks in objectives, scope, constraints, and acceptance criteria before any implementation begins.

Chaos Engineering Experimentation

conducting-chaos-engineering

jeremylongshore/claude-code-plugins-plus-skills

Guides chaos engineering experiments by defining objectives, choosing tools such as Chaos Mesh, Gremlin, Toxiproxy, or AWS FIS, injecting failures, monitoring metrics, and recommending fixes to harden services and APIs.

GRPO RL Training

grpo-rl-training

Orchestra-Research/AI-Research-SKILLs

Provides expert guidance for implementing GRPO with TRL to fine-tune reasoning models, enforce structured outputs, and optimize custom reward functions for verifiable and multi-objective tasks.

Modular Fuzzing Library

trailofbits/skills

LibAFL is a modular fuzzing library in Rust that exposes advanced mutators, feedback, objectives, and schedulers so you can build bespoke fuzzers or use it as a drop-in replacement for libFuzzer when targeting non-standard architectures or research experiments.

SLO Reliability Framework

observability-monitoring-slo-implement

sickn33/antigravity-awesome-skills

Guides experts through designing and implementing Service Level Objectives, defining SLIs, and building monitoring systems that align reliability targets with feature velocity for production services.

Productboard Automation Toolkit

productboard-automation

ComposioHQ/awesome-claude-skills

Automate product management workflows in Productboard via Claude Code, handling notes, features, objectives, components, and release tracking with natural language commands.

Site Reliability Engineer

Jeffallan/claude-skills

Defines service-level objectives, error budgets, monitoring, automation, and runbooks for production systems, along with incident response, chaos experiments, and toil reduction guidance.

Pymoo Multi Objective Optimizer

K-Dense-AI/claude-scientific-skills

Pymoo is a Python optimization toolkit focused on multi-objective engineering problems, providing algorithms like NSGA-II/III, MOEA/D, customizable operators, benchmarks, and visualization helpers for Pareto analysis and constrained search.

Full-Scope Red Team Ops

conducting-full-scope-red-team-engagement

mukul975/Anthropic-Cybersecurity-Skills

Guides planning and executing MITRE ATT&CK aligned red team engagements from reconnaissance through reporting, emphasizing stealthy, objective-driven simulations that stress-test detection and response.

Autonomous DSE Loop

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

Autonomously run programs, analyze outputs, and iteratively tune parameters for computer architecture and EDA workloads until objectives or timeouts are reached, making it easy to request sweeps, optimizations, or best configurations.

Comprehensive Red Team Ops

executing-red-team-exercise

mukul975/Anthropic-Cybersecurity-Skills

Simulates real-world adversary operations across people, processes, and technology by running full-scope red team exercises that stealthily work through reconnaissance, intrusion, post-exploitation, and objective completion to validate detection, response, and resilience.

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