Search Skills

Enforces TypeScript coding conventions for Oak AI project including naming, component structure, error handling, and tRPC patterns.

Enables local end-to-end testing of provider changes against a real container registry to validate functionality before PR submission.

Reviews website copy, SEO titles, and marketing content using Anil Dash's shareability framework to enable authentic independent discussion by others.

Generates clear, descriptive commit messages from git diffs to improve version control communication and code review efficiency.

Queries codebases for intelligence, symbol definitions, dependencies, and architectural insights via the dora CLI tool.

Guides users through creating blog articles with interactive prompts for title, description, tags, and image, while auto-generating and validating unique slugs.

Enables parallel execution patterns in LangGraph for fan-out/fan-in, map-reduce, and concurrent agent workflows in AI systems.

Provides unified code quality with Biome 2.0+, including linting, formatting, and ESLint migration for modern JavaScript/TypeScript projects.

Provides saga pattern implementations for distributed transactions, supporting orchestration, choreography, and compensation to handle multi-service operations and partial failures.

Generates text embeddings for semantic search and similarity, supporting model selection and chunking strategies.

Automates user feedback collection and structuring via an interactive sidebar form, enhancing productivity in feedback management.

Coordinates multiple specialized AI agents using fan-out/fan-in patterns and synthesizes their outputs for complex task execution.

Compresses long conversation history to prevent token overflow while preserving critical information using AI-powered summarization.

Enables advanced pytest configurations for custom test markers, plugins, hooks, and parallel execution using pytest-xdist.

Provides advanced Celery patterns for complex task orchestration, prioritization, and enterprise-grade background processing.

Quickly recovers from common Git mistakes including undoing commits, restoring branches, and leveraging reflog for history correction.

Manages state schemas for LangGraph workflows using TypedDict, Pydantic, and Annotated operators for shared and accumulating state.

Provides advanced asyncio patterns for Python, including TaskGroup and structured concurrency, for implementing concurrent operations and high-performance async services.

Enforces testing best practices including AAA pattern, naming conventions, isolation, and coverage thresholds to ensure high-quality test code.

Automates GitHub issue, PR, milestone, and Projects v2 management via CLI and REST API patterns.

Provides PWA implementation patterns with Workbox 7.x, service worker lifecycle management, and offline-first strategies for web applications.

Provides Alembic migration patterns for SQLAlchemy 2.0 async, enabling database schema versioning, zero-downtime deployments, and reversible changes.

Provides checkpointing and persistence for LangGraph workflows to enable fault tolerance, execution resumption, and state-based debugging.

Provides distributed locking patterns using Redis and PostgreSQL to coordinate across instances and prevent race conditions.