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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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testing-anti-patterns

bobmatnyc

Never test mock behavior. Never add test-only methods to production classes. Understand dependencies before mocking. Language-agnostic principles with TypeScript/Jest and Python/pytest examples.

GitHub

session-compression

bobmatnyc

AI session compression techniques for managing multi-turn conversations efficiently through summarization, embedding-based retrieval, and intelligent context management.

GitHub

biome

bobmatnyc

Biome - Fast all-in-one toolchain for web projects (linter + formatter in Rust, 100x faster than ESLint)

GitHub

tailwind-css

bobmatnyc

Tailwind CSS utility-first framework for rapid UI development with responsive design and dark mode

GitHub

golang-concurrency-patterns

bobmatnyc

Go concurrency patterns for production services: context cancellation, errgroup, worker pools, bounded parallelism, fan-in/fan-out, and common race/deadlock pitfalls

GitHub

fastify

bobmatnyc

Production Fastify (TypeScript) patterns: schema validation, plugins, typed routes, error handling, security hardening, logging, testing with inject, and graceful shutdown

GitHub

hono-jsx

bobmatnyc

Hono JSX - server-side rendering, streaming, async components, and HTML generation patterns

GitHub

digitalocean-containers-images

bobmatnyc

DigitalOcean containers and images including Container Registry, preconfigured images, and custom images. Use when building, storing, or deploying container images or Droplet images on DigitalOcean.

GitHub

tanstack-query

bobmatnyc

TanStack Query (React Query) for asynchronous server-state management with automatic caching, background refetching, optimistic updates, and pagination in React applications.

GitHub

hono-core

bobmatnyc

Hono ultrafast web framework fundamentals - routing, context, handlers, and response patterns for multi-runtime deployment

GitHub

threat-modeling

bobmatnyc

Threat modeling workflow for software systems: scope, data flow diagrams, STRIDE analysis, risk scoring, and turning mitigations into backlog and tests

GitHub

jest-typescript

bobmatnyc

Jest with TypeScript - Industry standard testing framework with 70% market share, mature ecosystem, React Testing Library integration

GitHub

api-design-patterns

bobmatnyc

Comprehensive API design patterns covering REST, GraphQL, gRPC, versioning, authentication, and modern API best practices

GitHub

mcp

bobmatnyc

MCP (Model Context Protocol) - Build AI-native servers with tools, resources, and prompts. TypeScript/Python SDKs for Claude Desktop integration.

GitHub

reporting-pipelines

bobmatnyc

Reporting pipelines for CSV/JSON/Markdown exports with timestamped outputs, summaries, and post-processing.

GitHub

opentelemetry

bobmatnyc

OpenTelemetry observability patterns: traces, metrics, logs, context propagation, OTLP export, Collector pipelines, and troubleshooting

GitHub

tauri-event-system

bobmatnyc

Advanced Tauri event patterns for bidirectional communication, streaming data, window-to-window messaging, and custom event handling

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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