LLM & Agents

Ensures comprehensive test coverage following Rails testing best practices

Configure Claude Code sandbox network isolation with trusted domains, custom access policies, and environment variables

Build production agentic applications on OCI using Oracle Agent Development Kit with multi-agent orchestration, function tools, and enterprise patterns

This skill analyzes incoming requests to optimize context usage, decompose tasks efficiently, and recommend the best execution strategy. It runs automatically to evaluate request specificity, identify necessary explorations, suggest subtask decomposition, recommend appropriate models, and coordinate MCP/Agent/Skill activations with user approval before execution.

Validates Testing Phase completion before advancing to Finalization Phase. Checks test execution results, coverage targets, test quality, and environment health. Ensures 100% test pass rate required by quality gates.

Research agent for external documentation, best practices, and library APIs via MCP tools

How to properly create Claude Code skills - teaches global vs project-local, naming conventions, and proper file structure

Increase test coverage from 0% to 80%+ in ANY project, ANY testing framework

Use PROACTIVELY when developing Claude Code hooks to implement content-based deduplication and prevent duplicate insight storage across sessions

Fine-tuning Speech-to-Text models like Whisper using Unsloth's optimized LoRA pipeline. Triggers: stt, whisper, transcription, audio fine-tuning, speech-to-text, audio normalization.

OpenAI compatibility layer for Ollama. Use the official OpenAI Python library to interact with Ollama, enabling easy migration from OpenAI and compatibility with LangChain, LlamaIndex, and other OpenAI-based tools.

This skill should be used when the user asks about "KV namespace", "R2 bucket", "D1 database", "Hyperdrive", "create binding", "list workers", "worker code", "storage binding", "database query", "object storage", "key-value store", "connection pooling", or needs to manage Cloudflare Workers storage and compute resources.

Build Telegram bots with modern frameworks. Use when: creating Telegram bot, chatbot, notification bot. Triggers: "telegram", "tg bot", "телеграм бот", "teloxide", "aiogram".

MAKER Framework orchestration skill - automatically activates when complex development tasks are detected. Triggers on keywords: create, build, implement, add, develop, make, set up, configure, refactor, migrate. Decomposes tasks into atomic steps and coordinates execution through specialized agents.

Manage prompts in your Obsidian vault. Use for saving, listing, and loading reusable prompts. Triggers on /obsidian commands, Obsidian vault operations, or prompt management requests.

Ranks and scores retrieved documents based on similarity metrics from vector search. Use when sorting documents by relevance, prioritizing results, or when the user mentions ranking, scoring, or ordering documents.

Guide for building high-quality Model Context Protocol (MCP) servers that allow LLMs to interact with external services. Use when creating new MCP integrations, tools, or servers for Claude or other AI systems.

Generates anime/manga prompts for Midjourney Niji mode with 30+ artist styles, SREF code library

Generate comprehensive test suites for components. Use when writing tests, adding tests, creating test suites, testing a component, or adding test coverage.

Generate CLAUDE.md project memory files by exploring codebases. Use when user asks to "generate memory", "create CLAUDE.md", "document this project", "understand this codebase", or starts work on a new/unfamiliar repository. Triggers on new project onboarding and documentation requests.