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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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GitHub

skill-creator

whodaniel

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or to...

GitHub

mcp-builder

whodaniel

MCP (Model Context Protocol) server building principles. Tool design, resource patterns, best practices.

GitHub

red-team-tactics

whodaniel

Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.

GitHub

systematic-debugging

whodaniel

4-phase systematic debugging methodology with root cause analysis and evidence-based verification. Use when debugging complex issues.

GitHub

nestjs-expert

whodaniel

Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mongoose integration, and Passport.js authentication. U...

GitHub

server-management

whodaniel

Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

GitHub

architecture

whodaniel

Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.

GitHub

lint-and-validate

whodaniel

Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, validate, type...

GitHub

jules-delegation

whodaniel

Delegate complex coding tasks to Google's Jules autonomous AI coding agent. Use this skill when you need to offload time-consuming implementation work, create parallel coding sessions, or handle tasks that bene...

GitHub

nodejs-best-practices

whodaniel

Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.

GitHub

mobile-design

whodaniel

Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principles, not fixed values. Use when building React Native, Fl...

GitHub

deploy

mruwnik

Deploy the memory application to the remote server. Use when deploying code, syncing changes, restarting services, or running commands on the production server.

GitHub

diagnose

mruwnik

Run safe diagnostic commands on the remote memory server. Use for checking logs, container status, disk usage, memory, and running read-only database queries.

GitHub

docker

Lobbi-Docs

Docker container building, management, and optimization. Activate for dockerfile, docker-compose, images, containers, multi-stage builds, and container debugging.

GitHub

mern-patterns

Lobbi-Docs

MERN stack patterns including React with Vite, Express middleware, MongoDB schemas, API Gateway architecture, session management, error handling, and testing strategies. Activate for MERN development, microserv...

GitHub

code-quality

Lobbi-Docs

Expertise in automated testing, code review practices, and quality standards enforcement. Activates when working with "lint", "test", "review", "coverage", "quality", "standards", or test automation.

GitHub

terraformer

Lobbi-Docs

Terraformer tool for reverse-engineering existing cloud infrastructure into Terraform code. Import resources from AWS, Azure, GCP, Kubernetes, and other providers. Generate Terraform configurations from running...

GitHub

harness-cd

Lobbi-Docs

Harness NextGen CD for continuous deployment including pipeline YAML structure, deployment strategies (rolling, blue-green, canary), GitOps workflows, approval gates, triggers, environments, services, manifests...

GitHub

citations-retrieval

Lobbi-Docs

Document citations and RAG (Retrieval-Augmented Generation) patterns for Claude. Activate for source attribution, document grounding, citation extraction, and contextual retrieval.

GitHub

extended-thinking

Lobbi-Docs

Extended thinking (ultrathink) configuration for Claude API. Activate for complex reasoning tasks, deep analysis, multi-step problem solving, and tasks requiring careful deliberation. Enables Claude's internal...

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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