Search Skills

Provides patterns and utilities for implementing Unity's Entity Component System (ECS) with DOTS, Jobs, and Burst to optimize game performance and handle large-scale entity systems.

Assists in generating, optimizing, and troubleshooting Docker Compose configurations for multi-container application deployment.

Automates requirement decomposition and coordinates domain orchestrators (frontend, backend, data, test, devops) for feature development.

Generates repository metadata by creating catalog-info.yaml for service catalog and architecture documentation.

Visualizes dataset embeddings in 2D using UMAP or t-SNE for clustering, outlier detection, and data distribution analysis.

Specializes in designing, training, and optimizing machine learning models for enhanced performance and scalability.

Executes unit and integration tests for Catalyst-Relay to verify code functionality and ensure quality before deployment.

Automates SEO element management including sitemaps, metadata, and on-page optimization to improve search engine rankings and visibility.

Extracts text and tables from PDFs, fills forms, and merges documents to streamline document handling and workflow automation.

Generates structured implementation plans by breaking development requirements into executable steps.

Provides templates, best practices, and patterns for generating project-specific Claude Code agents to enhance development workflows.

Quickly tests API endpoints with comprehensive request/response validation for accuracy and functionality.

Identifies performance bottlenecks including N+1 queries, unnecessary re-renders, and memory leaks in code reviews.

Assists in creating and configuring hookify rules with syntax guidance and pattern examples.

Handles safe data ingestion from S3 into bauplan using the Write-Audit-Publish pattern, supporting parquet, CSV, and JSONL files with quality checks.

Automates pull request code reviews with quality validation, integrating self-improvement tools for code quality assurance.

Analyzes context management, memory tiers, and token budgeting in AI agent frameworks to optimize prompt assembly and state continuity.

Builds robust backtesting frameworks for trading strategies, addressing look-ahead bias, survivorship bias, and transaction costs in quantitative finance.

Provides foundational knowledge on context components, mechanics, and constraints in agent systems for effective architecture design and optimization.

Manages AI coding CLI accounts with sub-100ms switching, isolated parallel sessions, and TUI dashboard for streamlined developer productivity.

Audits websites for WCAG 2.1 AA/AAA compliance, ADA adherence, and assistive technology compatibility using ARIA and semantic HTML.

Provides seamless integration with Microsoft Graph API for managing email and calendar tasks including reading, sending, and scheduling events.

Provides seamless database operations with NeonDB Postgres using Drizzle ORM for efficient data management in applications.

Provides logging, error message design, and debugging patterns for React Native to enhance application observability and troubleshooting.