Search Skills

Provides best practices for MLOps including model versioning, experiment tracking, deployment, monitoring, and retraining in production ML systems.

Provides ETL workflow patterns, data pipeline architecture, and ingestion strategies for data processing, particularly for AI/ML applications.

Guides voice, tone, and content for data/ML dashboard microcopy, error messages, and data presentation language.

Provides low-resource NLP techniques for Somali language processing, including data augmentation and cross-lingual transfer.

Provides WCAG AA-compliant accessibility checklist and verification protocols for keyboard navigation, screen reader compatibility, color contrast, and ARIA labels in a Somali dialect classifier dashboard.

Manages coordination between main Claude Code agent and subagents via explicit user commands, handling orchestration, registry, and handoff protocols.

Provides data quality validation rules, metrics, and acceptance criteria for Somali dialect classifier datasets, including duplicate detection and language filtering.

Provides reusable React/JavaScript patterns for building dashboard UI components, including Chart.js integration, data cards, filters, and responsive layouts.

Ensures seamless integration of NumPy's API functions within the project through compatibility layer implementation.

Builds full-stack web applications in Rust using Axum, SQLx, HTMX, and Alpine.js for CRUD, dashboards, and stateful web apps.

Transforms feature ideas into comprehensive PRDs, design specifications, and implementation plans for effective pre-implementation planning.

Manages the software development process, including task tracking and sprint planning for engineering teams.

Transforms reading notes into authentic, human-sounding content for blogs, social media, and visualizations while preserving the user's unique voice.

Generates production-ready TypeScript API clients with authentication, error handling, and mock support for seamless third-party service integration.

Restores full project context upon user initiation via automated file search, session state loading, and visual dashboard generation.

Analyzes code errors, provides immediate fixes with examples, and stores solutions for future debugging sessions.

Generates comprehensive technical documentation for codebases, detailing structure, languages, frameworks, dependencies, design patterns, and technical debt.

Manages persistent user context including decisions, blockers, and preferences, enabling recall and continuity in conversations through memory storage.

Automates generation of unit, integration, and E2E test suites from code and historical patterns, reducing manual testing effort.

Generates single-file browser-based web applications with localStorage, dark mode, and offline functionality for user requests.

Generates minimal, single-file prototypes with embedded test data for instant validation of ideas, MVPs, and proof of concepts.

Securely queries SAP OData endpoints to retrieve and explore business data entities like BusinessPartner and SalesOrder.

Remote compilation helper for offloading build tasks (cargo, gcc, bun) to remote workers, resolving slow compilation and worker availability issues.

Manages VitePress documentation site configuration, page updates, and deployment for user-facing documentation at domainlang.net.