Search Skills

Guides structured dialogue to transform initial concepts into refined, detailed requirements for product implementation.

Maintains structured project documentation across sessions, preserving knowledge, decisions, and progress in organized Memory Bank files.

Expert SQL query writing, optimization, and database schema design for PostgreSQL, MySQL, SQLite, and SQL Server, including complex queries and performance tuning.

Manages, validates, and documents environment variables for application configuration in software development.

Combines vector and keyword search to improve retrieval accuracy in RAG systems and search engines.

Generates high-quality visual assets for UI components (hero sections, features) using Replicate's FLUX 1.1 Pro AI model.

Automates application deployment to cloud Kubernetes clusters (AKS, GKE, DOKS) using CI/CD pipelines, including configuration management and troubleshooting.

Guides researchers through manuscript preparation, journal selection, submission, and peer review for high-impact scientific publications.

Converts custom PyTorch models to Hugging Face Transformers format, including creating configuration classes and preparing for Hub upload.

Automates software release creation by analyzing changes, bumping versions, updating changelogs, and managing Git commits and tags.

Provides utilities for Angular form management, including Signal Forms (experimental) and Reactive Forms, with validation and state handling.

Provides core Angular patterns including standalone components, signals, and zoneless setup for efficient frontend development.

Guides Angular project structure, scope rules, file naming conventions, and style guides for effective frontend code organization.

Automates GitHub Pull Request creation with conventional commit messages and well-structured descriptions.

Optimizes Angular app performance with NgOptimizedImage, @defer, lazy loading, and SSR techniques.

Manages Git worktrees for parallel development, handling creation, dependency setup, validation, and PR registry updates.

Delegates coding tasks to Codex CLI for prototyping, debugging, and code review with algorithm implementation support.

Creates targeted test cases to replicate and debug complex software issues through iterative problem-solving.

Guides UI/UX implementation including design exploration, frontend setup, iteration, and integration.

Enables development and debugging of frontend features for web applications, enhancing user interface and interaction logic.

Enforces a development workflow where tests are written before implementation code, ensuring tests validate behavior by requiring initial failure.

A four-phase debugging framework (root cause investigation, pattern analysis, hypothesis testing, implementation) ensuring thorough problem understanding before proposing fixes.

Creates isolated Git workspaces to develop multiple branches concurrently without switching contexts in a single repository.

Syncs local Markdown documentation files to a server-side noridocs system for centralized management and version control.