rag-builder
Build Retrieval-Augmented Generation systems with vector databases
Découvrez les skills testing security llm ai, comparez leurs dépôts et consultez leurs instructions.
Build Retrieval-Augmented Generation systems with vector databases
Build specialized sub-agents for the workflow system
Patterns for ingesting knowledge into vector databases and RAG systems
Create and manage reusable prompt templates
Break down complex tasks into actionable, atomic steps that can be executed by individual agents.
Compare and evaluate embedding models for semantic search
AI video generation patterns using Sora, Runway, Pika, and other AI video tools. Use when generating videos from text prompts, image-to-video conversion, AI video editing, or integrating AI video APIs.
Store and retrieve documents using Qdrant for RAG workflows. Use for persistent memory, research storage, and semantic search.
Patterns for wrapping any agent with RAG context from Qdrant. Use to add persistent memory to imported or external agents.
Build Model Context Protocol servers for Claude Code integration
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...
Conduct comprehensive, multi-source research on any topic using web search, documentation lookup, and critical analysis. This skill should be used when users request thorough investigation, deep research, or co...
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...
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...
Generate images using Google's Nano-Banana (Gemini 2.5 Flash Image) model. Use when the user asks to generate, create, or make an image, picture, or illustration.
Create realistic long-form AI talking head/UGC videos that don't look AI-generated. Use when user wants to make "realistic AI video", "UGC video", "talking head video", "AI spokesperson", "AI ad content", "vide...
Use when creating or reviewing technical documentation. Provides guidelines for natural, readable Japanese writing without AI-generated artifacts. Triggers: (1) creating technical documents or READMEs, (2) proo...
Use when creating or editing Claude Code skills, agents (subagents), or slash commands. Provides complete YAML frontmatter property reference.
Use when delegating tasks to Gemini. Two execution modes: (1) CLI mode (default): Subagent runs gemini CLI iteratively until task complete. Progress visible, suitable for large investigations. (2) MCP mode: Dir...
Capture workflow usage data for spec-kit optimization. Auto-activates when: (1) completing a spec-kit workflow (/speckit.review, final commit), (2) encountering friction or confusion during workflows, (3) user...
Apply reinforcement learning principles when working on spec-kit-extensions. Auto-activates when: (1) editing command prompts in commands/*.md, (2) modifying workflow templates in extensions/workflows/, (3) dis...
Self-learning capability for agents. Captures execution traces, extracts insights, and adapts agent behavior. Use after completing complex tasks, when agents encounter recurring issues, or to optimize workflows...
Core trading insights learned from Agent Arena competition. Use when making any trading decision to apply institutional knowledge.
When it would yield better results to explore mulitple approaches to a problem, load this skill to orchestrate multiple agents using a diverge and converge strategy.
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.