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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

sequential-thinking

ShunsukeHayashi

Structured reasoning tools for complex problem analysis with observation, hypothesis, analysis, and conclusion steps. Use when analyzing complex problems, debugging difficult issues, or making important decisio...

GitHub

github-integration

ShunsukeHayashi

GitHub API integration for issues, pull requests, workflows, and repository management. Use when working with GitHub issues, PRs, releases, or CI/CD workflows.

GitHub

kubernetes-operations

ShunsukeHayashi

Kubernetes cluster operations including pods, services, deployments, and logs. Use when managing Kubernetes workloads, debugging pod issues, or checking cluster status.

GitHub

log-analysis

ShunsukeHayashi

Log file analysis including reading, searching, filtering, and pattern matching. Use when investigating issues in logs, searching for errors, or analyzing application behavior.

GitHub

system-monitoring

ShunsukeHayashi

System resource monitoring including CPU, memory, disk, and network statistics. Use when checking system health, diagnosing performance issues, or monitoring resources.

GitHub

process-management

ShunsukeHayashi

Process management including listing, finding, killing processes and managing tmux sessions. Use when managing running processes, investigating resource usage, or working with terminal multiplexers.

GitHub

docker-management

ShunsukeHayashi

Docker container and image management including logs, stats, and compose operations. Use when managing Docker containers, debugging container issues, or working with Docker Compose.

GitHub

network-diagnostics

ShunsukeHayashi

Network connectivity diagnostics including ping, DNS lookup, port scanning, and HTTP requests. Use when debugging network issues, checking connectivity, or testing endpoints.

GitHub

git-operations

ShunsukeHayashi

Git version control operations including status, branches, commits, diffs, and worktree management. Use when working with git repositories, reviewing changes, or managing branches.

GitHub

xlsx

georgekhananaev

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for...

GitHub

pep8

georgekhananaev

Enforces modern Python 3.11+ coding standards, PEP 8 compliance, and type-hinting best practices automatically. This skill should be used when writing, reviewing, or refactoring Python code to ensure consistenc...

GitHub

mcp-builder

georgekhananaev

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or...

GitHub

system-architect

georgekhananaev

System architecture skill for designing scalable, maintainable software systems. Covers microservices/monolith decisions, API design, DB selection, caching, security, and scalability planning.

GitHub

md

georgekhananaev

Write clean, error-free markdown that IDEs and linters can parse without warnings. Use when writing documentation, README files, or skill files with code examples.

GitHub

pptx

georgekhananaev

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Addi...

GitHub

gemini-cli

georgekhananaev

Run Gemini CLI for AI queries. Use when user asks to "run/ask/use gemini", compare Claude vs Gemini, or delegate tasks to Gemini.

GitHub

testing-automation-expert

georgekhananaev

Production-grade testing strategies for robust, maintainable systems. Covers unit/integration/E2E testing, contract testing, accessibility, mutation testing, and CI/CD patterns. Supports Python (pytest) and Typ...

GitHub

docx

georgekhananaev

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx file...

GitHub

pdf

georgekhananaev

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, ge...

GitHub

pydantic-model

georgekhananaev

Pydantic v2 model patterns for req/res validation, MongoDB conversion, validation rules. Travel Panel conventions.

GitHub

beautiful-code

georgekhananaev

Multi-language code quality standards for TypeScript, Python, Go, and Rust. Enforces type safety, security, performance, and maintainability with progressive enforcement. Use when writing, reviewing, or refacto...

GitHub

toon

georgekhananaev

Token-Oriented Object Notation (TOON) format for LLM-optimized data encoding. Converts JSON to compact, human-readable format that minimizes tokens (~40% reduction) while improving LLM comprehension accuracy.

GitHub

prompt-compressor

georgekhananaev

Compress verbose prompts & context before LLM processing. This skill should be used when input exceeds 1500 tokens, contains redundant phrasing, or includes unnecessary context. Reduces tokens by 40-60%.

GitHub

skill-creator

georgekhananaev

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...

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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