Discover tools llm ai skills, compare source repositories and read the instructions for each workflow.
Guide for creating effective skills. Use when users want to create a new skill, update an existing skill, or need help with SKILL.md files, frontmatter fields, skill structure, naming conventions, or skill deve...
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...
Use this skill when you are writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production prompt...
Extract learnings from completed tasks and create knowledge notes. Use when user says "make this knowledge", "extract learnings", "save what I learned", or wants to convert task insights to permanent notes.
Autonomous coding patterns for unattended feature implementation using Ralph loop runner. Use when running Ralph autonomous loop, implementing features without supervision, handling long-running agent sessions,...
Guide for creating effective Agent Skills during Spec Kit planning. Use when users want to create a new skill, update an existing skill, or when running /speckit.specify to create tech-stack-specific skills. Ex...
PROACTIVELY USE when user asks to add docstrings/types across multiple files or a directory. Delegates bulk grunt work to local LLMs — saves cloud tokens. Two phases: discover, then apply. Use instead of manual...
Verify Ollama is running and models are configured. Run to diagnose minion issues.
Manage Ollama models for minions. Pull new models, list available ones, switch presets, check disk usage. Use when setting up or changing models.
AI-driven frontend development with live browser preview and visual verification. Use when building web UIs (dashboards, landing pages, web apps), when previewing/testing frontend code, when researching web des...
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...
iOS Speech Framework integration for voice-to-text transcription. When to use: when implementing speech recognition, building dictation features, adding voice commands, converting audio to text, or working with...
Comprehensive toolkit for working with Google's Gemini API using the Google GenAI SDK. Use when Claude needs to: (1) Generate, summarize, or analyze text using Gemini models, (2) Process images, audio, or video...
This skill should be used when the user asks to "write documentation", "create README", "document API", "add comments", "explain code", "generate docs", or requests documentation creation and maintenance. Use f...
This skill should be used when the user asks to "list tasks", "show all tasks", "compare versions", "switch to task X", "task status", "version history", "what tasks do I have", or needs to manage multiple trai...
This skill should be used when the user asks "what is LoRA", "compare models", "which model is best for Chinese", "SFT vs DPO", "how to handle overfitting", "class imbalance solution", "model architecture", "tr...
This skill should be used when the user asks to "write a plan", "create training plan", "plan my fine-tuning", "make a plan for model training", or when starting a new training task that requires multiple steps...
This skill should be used when the user asks to "train a model", "fine-tune", "build NLP model", "create training task", "optimize model performance", "improve accuracy", "what model should I use", or expresses...
This skill should be used when the user asks to "configure data source", "data from database", "fetch data from API", "scrape web data", "generate training data with LLM", "regenerate data", "data pipeline", "w...
LLM fine-tuning 教練式引導工作流程 v2。 核心功能：主動探索使用者痛點、引導明確目標、多任務管理、資料來源追蹤、完整版本 lineage。 支援：LoRA/QLoRA/DoRA 微調、SFT/ORPO/DPO 對齊、資料準備、Benchmark 評估、HuggingF...
タスク完了前のセルフレビュー。Gemini CLI + Claude subagent によるマルチ視点検証。
Token optimization best practices for cost-effective Claude Code usage. Automatically applies efficient file reading, command execution, and output handling strategies. Includes model selection guidance (Opus f...
Expert guide for managing Claude Code global skills and commands. Use when creating new skills, symlinking to projects, updating existing skills, or organizing the centralized skill repository.
Daily random learning assistant. Randomly picks topics from robot/coding/engineering/business/history/math, teaches with progressive depth, and quizzes on learned material using local cache.
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.