AI 에이전트 기능을 확장하는 Claude 스킬의 전체 컬렉션을 살펴보세요.
Develops, tests, and deploys healthcare-specific machine learning models using clinical data, medical coding systems, and physiological signals.
Implements reinforcement learning workflows including agent training, custom environment design, and parallelized experimentation using the Stable Baselines3 library.
Automates laboratory workflows and hardware control using a hardware-agnostic Python interface for liquid handlers, plate readers, and analytical equipment.
Accelerates reinforcement learning workflows through high-performance training, optimized environment vectorization, and seamless multi-agent integration.
Processes and visualizes billion-row tabular datasets exceeding available RAM through lazy, out-of-core DataFrame operations.
Generates and edits high-quality photorealistic images, artistic illustrations, and visual concept art using advanced AI models like FLUX and Gemini.
Facilitates machine learning on genomic interval data by training embeddings for regions, single-cell ATAC-seq, and associated metadata.
Manages biological datasets with end-to-end lineage tracking, ontology-based curation, and FAIR data principles using a unified Python API.
Implements, fine-tunes, and deploys pre-trained transformer models for natural language processing, computer vision, and audio tasks.
Executes complex autonomous biomedical research tasks across genomics, drug discovery, and clinical analysis using integrated databases and code execution.
Designs, simulates, and executes quantum circuits across diverse hardware backends and simulators using Google's open-source framework.
Provides specialized algorithms and workflows for comprehensive time series analysis, including classification, forecasting, and anomaly detection.
Performs AI-powered web searches with real-time information and source citations to access data beyond the model's knowledge cutoff.
Manages academic research workflows by searching scholarly databases, extracting precise metadata, and generating standardized BibTeX entries.
Explains machine learning model predictions and feature importance using Shapley values for improved transparency and debugging.
Manages and analyzes annotated data matrices for single-cell genomics and large-scale biological datasets in Python.
Detects system hardware capabilities and generates strategic recommendations for optimized scientific computing and data processing tasks.
Processes and analyzes physiological signals like ECG, EEG, and EDA to extract research-grade biometrics and psychophysiological insights.
Models complex discrete-event systems where entities interact with shared resources over time using process-based Python simulations.
Processes digital pathology whole slide images (WSI) through automated tissue detection, tile extraction, and specialized image preprocessing.
Queries and analyzes millions of scholarly works, authors, and institutions using the OpenAlex API to facilitate comprehensive bibliometric research.
Automates the end-to-end scientific research lifecycle from data-driven hypothesis generation to the production of publication-ready LaTeX manuscripts.
Conducts systematic, comprehensive literature reviews across multiple academic databases with verified citations and publication-quality visual schematics.
Conducts comprehensive SSH security assessments including enumeration, vulnerability exploitation, and advanced tunneling techniques.
Performs deep network traffic analysis, packet filtering, and security forensics using standardized Wireshark methodologies.
Identifies and tests for directory traversal vulnerabilities to prevent unauthorized access to sensitive server-side files.
Provides a battle-tested command reference for industry-standard penetration testing tools to accelerate security audits and vulnerability assessments.
Configures and tests essential network services like HTTP, SNMP, and SMB to create controlled penetration testing environments.
Conducts comprehensive security audits and vulnerability assessments across networks, web applications, and cloud environments.
Provides systematic methodologies for detecting, exploiting, and remediating Insecure Direct Object Reference (IDOR) vulnerabilities in web applications.
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