AIエージェントの能力を拡張するClaudeスキルの完全なコレクションをご覧ください。
Evaluates and improves the ethical integrity and fairness of AI models and datasets through automated bias detection and mitigation strategies.
Generates professional-grade discounted cash flow (DCF) valuation models in Excel, complete with free cash flow projections and sensitivity analysis.
Automates deployment rollbacks and safety verifications to restore system stability after failed updates or performance regressions.
Automates the transition of machine learning models into production environments through optimized deployment workflows and API serving.
Optimizes deep learning models to improve accuracy, reduce training duration, and minimize resource consumption through advanced algorithms and architectural analysis.
Orchestrates complex, multi-stage deployment pipelines and generates production-ready CI/CD configurations for automated software releases.
Performs regression analysis and predictive modeling to identify relationships between variables and forecast future data trends.
Automates the division of datasets into training, validation, and testing subsets for machine learning workflows.
Implements multi-tier database caching solutions using Redis, in-memory layers, and CDNs to optimize query performance and reduce backend load.
Identifies security vulnerabilities and compliance issues across infrastructure-as-code, application configurations, and system settings.
Simulates DeFi flash loan arbitrage strategies and analyzes cross-protocol profitability using real-time blockchain and market data.
Validates load balancer behavior, failover mechanisms, and traffic distribution patterns to ensure infrastructure reliability and high availability.
Monitors new cryptocurrency token launches and IDOs while performing deep on-chain analysis and contract verification.
Generates production-ready Ansible playbooks to automate server configuration, software deployment, and infrastructure management across multiple platforms.
Provides secure, read-only file access for exploring and searching codebases without the risk of accidental modifications.
Standardizes git commit messages by applying industry-best practices for clarity, conciseness, and professional version control history.
Monitors and analyzes application error rates to improve system reliability through proactive threshold-based alerting and failure pattern analysis.
Performs advanced natural language processing to extract sentiment, identify keywords, and model topics from textual data.
Conducts comprehensive security audits, vulnerability scanning, and compliance verifications across codebases and infrastructure.
Evaluates AI models and datasets for bias, fairness, and ethical compliance using industry-standard metrics and frameworks.
Manages multi-catalog marketplace systems by automating plugin updates, versioning, and catalog synchronization.
Validates payment card industry data security standards (PCI DSS) compliance by auditing application code and infrastructure configurations for security vulnerabilities.
Manages comprehensive Firebase/Firestore operations, including standard database CRUD, advanced multi-agent communication, and secure service integrations.
Tracks real-time cryptocurrency prices, on-chain metrics, and technical indicators across multiple exchanges and blockchains.
Defines and tracks SLAs, SLIs, and SLOs to manage service reliability, monitor performance targets, and calculate error budgets.
Scans project dependencies for known security vulnerabilities, outdated versions, and license compliance issues across various package managers.
Automates the partitioning of data into training, validation, and testing sets for machine learning model development.
Architects and deploys full-stack Firebase applications integrated with Vertex AI Gemini for advanced AI features like RAG systems and vector search.
Extracts and adapts capabilities from the plugin marketplace to solve complex tasks by synthesizing proven patterns and methodologies.
Automates semantic version updates and release workflows across plugin manifests, marketplace catalogs, and git tags.
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