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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

academic-writing-standards

seabbs

Expert knowledge of academic writing standards for peer-reviewed papers, including citation integrity, style compliance, clarity, and scientific writing best practices. Use when reviewing or editing academic ma...

GitHub

julia-development

seabbs

Expert guidance for Julia package development following SciML standards, Distributions.jl patterns, and Julia ecosystem best practices

GitHub

databases

lawless-m

RDBMS access patterns for DuckDB, MySQL (keycloak), PostgreSQL (dw, x3rocs), SQL Server (sage1000, x3), and DBISAM (Exportmaster) using ODBC and native drivers

GitHub

web-frontend

lawless-m

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, rou...

GitHub

logging

lawless-m

UTF-8 file logging with automatic date-based filenames and thread-safe operations for RocsMiddleware services

GitHub

jsharpener

lawless-m

JavaScript/TypeScript static analysis tool for call graphs, unused code detection (tree shaking), dependency analysis, and circular dependency detection

GitHub

python-json

lawless-m

UTF-8 JSON file I/O utilities to avoid Windows encoding issues (CP-1252 vs UTF-8)

GitHub

boofuzz

lawless-m

Protocol fuzzer script development using boofuzz framework. Use when creating network protocol fuzzers, defining protocol PDUs (Protocol Data Units), writing mutation-based fuzzing scripts, or contributing to t...

GitHub

image-files

lawless-m

Image manipulation using ImageMagick command-line tools for resizing, converting, optimizing, and batch processing

GitHub

whisper-transcription

lawless-m

Audio transcription using local whisper.cpp server with CUDA acceleration. HTTP API for speech-to-text conversion.

GitHub

elasticsearch

lawless-m

Elasticsearch 5.2 operations using HTTP API - searching, indexing, bulk operations, scroll API, and alias management

GitHub

automated-test-fix-loop

lawless-m

Pattern for automated testing with GitHub issue creation and Claude Code auto-fixing. Creates Test → Fail → Issue → Fix → Repeat cycle until tests pass.

GitHub

csharpener

lawless-m

C# static analysis tool for call graphs, unused code detection, impact analysis, HTML documentation generation, and Graphviz diagram export

GitHub

creating-skills

lawless-m

Guide for creating Claude Code skill documents with YAML frontmatter, instructions, examples, and reference implementations

GitHub

vram-gpu-oom

lawless-m

GPU VRAM management patterns for sharing memory across services (Ollama, Whisper, ComfyUI). OOM retry logic, auto-unload on idle, and service signaling protocol.

GitHub

parquet-files

lawless-m

This describes how to create Parquet files in C#, including updating and multi threaded creation

GitHub

rust

lawless-m

Rust development patterns, project setup, CLI/TUI applications, error handling, and system integration

GitHub

blog-management

lawless-m

Managing Cyril's Workshop blog posts and devblog via API - creating, editing, publishing, and updating content programmatically

GitHub

browserbridge

lawless-m

Real-time browser debugging and interaction via WebSocket bridge server on localhost:3141

GitHub

qwen-ollama

lawless-m

Using Qwen 2.5 models via Ollama for local LLM inference, text analysis, and AI-powered automation

GitHub

ui-refactor

LovroPodobnik

Tactical user interface design guide for fixing layouts, selecting colors/fonts, and creating professional UIs. Use when the user asks to "make this look better," needs help with CSS/styling decisions, wants 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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