すべてのClaudeスキルを閲覧

Hugging Face Transformers Best Practices

Implements best practices for Hugging Face Transformers including model loading, fine-tuning, and inference optimization.

LLM Evaluation & Testing

Implements systematic evaluation patterns and metrics to measure LLM performance, validate prompt quality, and detect hallucinations.

SCQA Narrative Framework

Structures complex information into compelling narratives using the McKinsey Situation-Complication-Question-Answer model.

Claude Project Setup Patterns

Standardizes AI project initialization with reusable security hooks, framework detection, and memory structure templates.

Flask API Development

Builds modular, secure, and production-ready RESTful APIs using the Flask framework, SQLAlchemy, and JWT authentication.

Financial Sales Practice Compliance

Identifies and prevents sales practice violations under FINRA and SEC rules governing broker-dealer conduct and ethical standards.

Financial Planning Integration

Integrates financial planning engines with advisor technology stacks to model goal-based strategies, tax-aware withdrawals, and Monte Carlo simulations.

Parallel Agent Dispatcher

Optimizes AI workflows by dispatching multiple independent agents to resolve unrelated bugs or test failures concurrently.

Database Sharding Architect

Implements horizontal data partitioning and sharding strategies to scale large-scale database architectures across multiple servers.

Canary Deployment Strategies

Implements safe, metric-driven release patterns to gradually roll out new versions while minimizing user impact and providing automated rollbacks.

SQL Query Optimizer

Analyzes and optimizes SQL queries for PostgreSQL and MySQL to improve performance and reduce execution time.

Chatwoot Customer Support

Manage customer support contacts, conversations, and agent assignments directly via the Chatwoot API.

Dependency Tracking & Management

Maps and monitors project dependencies to identify critical path items and prevent development bottlenecks.

Finance Psychology & Behavioral Coaching

Identifies cognitive biases and applies behavioral finance frameworks to align financial decisions with personal values.

Anti-Money Laundering Compliance

Guides the design and implementation of Bank Secrecy Act (BSA) and Anti-Money Laundering (AML) compliance programs for financial institutions.

Brave Search

Integrates privacy-focused web, image, video, and news search capabilities directly into Claude Code via the Brave Search API.

Advisor Dashboards for RIAs

Builds and optimizes practice management dashboards for Registered Investment Advisors to track AUM, revenue, and growth KPIs.

Cloudinary Media Management

Upload, transform, and optimize images and videos via Cloudinary with CDN delivery and advanced media manipulation.

Fiduciary Standards & Regulatory Compliance

Applies comprehensive fiduciary duty standards and regulatory frameworks to ensure compliance across investment advisory and retirement services.

Spec-Flow Workflow Finalizer

Automates the final stage of development by archiving artifacts, updating roadmaps, and generating comprehensive epic walkthroughs after deployment.

Figma Integration

Accesses and manages Figma design files, components, and assets directly through the Figma REST API.

Database Schema Documentation

Generates comprehensive database schema documentation, ERD diagrams, and technical data dictionaries for clear data modeling.

Systematic Debugging Phase

Implements a rigorous debugging workflow to identify root causes, classify errors, and ensure permanent fixes through regression testing and documentation.

Emergency Fund Planner

Calculates and structures emergency funds based on individual income stability, expense profiles, and liquidity needs.

Currencies and FX Analysis

Analyzes currency markets, calculates exchange rate mechanics, and implements FX risk management strategies for international investment portfolios.

Scientific Python Packaging

Standardizes the creation and distribution of Python packages using modern Hatchling and PEP 621 conventions for scientific computing.

Geospatial Visualization & Mapping

Creates interactive, high-performance geographic visualizations and spatial data analyses using GeoViews and GeoPandas.

Astropy Fundamentals

Simplifies astronomical data analysis and processing using the Astropy ecosystem for coordinates, units, and FITS files.

Scientific Python Testing

Implements robust testing suites for scientific Python projects using pytest and industry-standard numerical validation patterns.

Advanced Data Rendering with Datashader

Enables high-performance rasterization and visualization for massive datasets exceeding 100 million points using Datashader and HoloViews.