smart_toy

AI Engineering

MCP Server development, RAG, Prompt engineering, model fine-tuning, AI app development

Categories:

50 / 563 skills

azure-aigateway

by @microsoft

Assists users in deploying and managing Azure AI Gateway, unifying access and management of various AI services, simplifying the integration and expansion of AI solutions.

4.9(2.1K)

141.8K

automation

use-my-browser

by @xixu-me

Intelligent browser automation strategy that automatically selects the best solution based on task type: public web tools, real-time browser sessions, or independent browsers.

4.9(9)

19.9K

AI Agents

pexo-agent

by @pexoai

Acts as an AI content creation agent, intelligently generating various texts, images, and other content based on user dialogue descriptions, improving creation efficiency.

4.9(325)

15.6K

AI Agents

ralph

by @supercent-io

This skill advocates a "specification-first" AI development model, guiding AI through explicit specifications rather than prompts, enabling the construction of more precise and controllable AI systems.

4.9(171)

10.7K

Meeting Facilitation

running-effective-meetings

by @refoundai

Assists users in running more effective meetings. An AI Agent Skill to improve work efficiency and automation.

4.9(31)

1.2K

Seedance AI

seedance-prompt-en

by @dexhunter

As an expert prompt engineer for ByteDance Jimeng Seedance 2.0 multimodal AI video generation model, guides users in writing high-quality video generation prompts.

4.9(22)

1.2K

AI Skill Automation

auto-skill

by @toolsai

Self-evolving knowledge system that follows core conversational loops, performs environmental self-checks, and locates global rule files.

4.9(17)

1.1K

GPT Models

gpt-researcher

by @assafelovic

LLM-based autonomous agent using a plan-execute-publish pattern, parallelizing work for increased speed and reliability.

4.9(15)

976

TypeScript

ts-library

by @onmax

For writing TypeScript libraries or npm packages, providing code standards, modularization advice, and build configurations to ensure a high-quality development experience.

4.9(24)

915

LLM Tokenization

token-efficiency

by @delphine-l

Provides token optimization strategies for Claude Code, aiming to reduce token consumption across all projects for cost-effectiveness and improved AI model usage efficiency.

4.9(24)

915

PUA Framework

pua

by @tanweai

Prevents AI from slacking off. Uses corporate "PUA" (Pick-Up Artist, here implying aggressive management) tactics to exhaust all possible solutions. Triggers when: (1) task fails 2+ times or the same idea is repeatedly fine-tuned; (2) AI is about to say "I cannot solve it," suggests manual operation, or attributes to environment without verification; (3) passive waiting—no searching, no reading source code, only waiting for instructions; (4) user dissatisfaction: "try harder," "stop giving up," "try another way," "why isn't it working yet," "try again," "why did you fail again." Applicable to all task types. Not triggered on first failure or when a known fix is in progress.

4.9(16)

868

Prompt Engineering

nano-banana-pro-prompts-recommend-skill

by @youmind-openlab

Recommends nano banana pro prompts to help users optimize AI interaction and content generation.

4.9(13)

727

Data Security

zeroize-audit

by @trailofbits

Audits cryptographic implementations and authentication systems, analyzing sensitive data handling to ensure security. An AI Agent Skill for enhanced efficiency and automation.

4.9(19)

720

Brave Search

brave-search

by @steipete

Performs web searches and content extraction via the Brave Search API, providing data support for AI engineering.

4.9(18)

694

Alibaba Cloud

alicloud-ai-audio-tts-test

by @cinience

Alibaba Cloud Speech Synthesis (TTS) Minimum Viability Test skill, used to verify the minimum request path for this skill and record detailed error information upon failure.

4.9(32)

686

Speech Recognition

speech

by @openai

Generates speech audio for projects, such as narrations, product demo voiceovers, IVR prompts, and accessible reading, supporting multiple voice models to enhance user experience.

4.9(19)

666

ai-agents

everything-claude-code-harness

by @aradotso

Provides professional sub-agents, reusable skills, and performance optimization systems for AI agent tools, enhancing AI engineering efficiency.

4.9(33)

666

GrepAI

grepai-embeddings-ollama

by @yoanbernabeu

Uses Ollama as GrepAI's embedding provider to enable 100% private, local code search functionality.

4.9(24)

653

Web Scraping

parallel-web-search

by @parallel-web

The default parallel web search tool, suitable for all research and web queries, capable of efficiently finding and integrating information from multiple sources.

4.9(27)

579

Qveris AI

qveris-official

by @qverisai

QVeris is a function discovery and tool invocation engine, empowering AI engineering capability integration and application.

4.9(10)

532

REPL

nanoclaw-repl

by @affaan-m

Proficiently operate and extend ECC's zero-dependency session tool NanoClaw v2 for interactive development and debugging, enhancing AI engineering efficiency and flexibility.

4.9(10)

374

AI Workflow Automation

create-workflow

by @vapiai

Builds visual conversational workflows in the Vapi platform, designing complex interaction logic via drag-and-drop nodes to automate and intelligentize AI conversations.

4.9(12)

316

Multi-Agent Orchestration

parallel-agents

by @sickn33

Focus on multi-agent orchestration patterns, coordinating multiple independent agents to collaborate on complex tasks, optimizing AI system performance in parallel processing scenarios.

4.9(8)

263

Natural Language Processing

natural-language

by @dpearson2699

Utilize natural language processing techniques for text tokenization, tagging, and semantic analysis, supporting advanced functions like text understanding and sentiment analysis.

4.9(13)

263

Agentic AI

agentic-workflow

by @supercent-io

This skill is used to optimize daily AI agent workflows, integrate Git/GitHub workflows, utilize MCP servers, and manage and restore sessions, enhancing agent efficiency.

4.8(183)

10.1K

RAG Architecture

ai-rag-pipeline

by @inferen-sh

Builds and optimizes AI Retrieval-Augmented Generation (RAG) pipelines, combining external knowledge bases to improve the accuracy and relevance of Large Language Model responses and address hallucination issues.

4.8(279)

6.5K

LLM Training

training-llms-megatron

by @davila7

Utilizes Megatron-Core for large-scale LLM training, supporting 2B to 462B parameter models, optimizing H100 GPU utilization.

4.8(57)

1.3K

Alibaba Cloud

alicloud-ai-contactcenter-ai

by @cinience

Alibaba Cloud Contact Center AI Service, managing Contact Center AI resources via OpenAPI, supporting official SDK or OpenAPI Explorer.

4.8(30)

1.2K

AI Gateway

agentic-gateway

by @alchemyplatform

Allows AI agents to access the Alchemy API, performing various blockchain-related tasks and operations.

4.8(47)

1.2K

Best Practices

three-best-practices

by @emalorenzo

Three.js performance optimization and best practices guide. AI Agent Skill to improve work efficiency and automation capabilities.

4.8(41)

1.2K

OpenAI API

openai-docs

by @openai

Provides authoritative and up-to-date guidance from OpenAI developer documentation via an MCP server.

4.8(18)

1.2K

Google Gemini

google-gemini-embeddings

by @jezweb

Utilizes Google Gemini's embedding technology to provide powerful semantic understanding and vector representation capabilities for AI applications, supporting intelligent search, recommendations, and other features.

4.8(53)

1.2K

Information Hiding

peekaboo

by @steipete

Capture and automate macOS user interface operations using the Peekaboo CLI tool, simplifying repetitive tasks and improving work efficiency.

4.8(50)

1.2K

Hybrid Search

hybrid-search-implementation

by @sickn33

Implements more efficient hybrid retrieval functions by combining vector and keyword search. (AI Agent Skill for efficiency and automation)

4.8(32)

972

AI Agents

nelson

by @harrymunro

Coordinates multi-agent task execution, from task planning to parallel work coordination and task completion.

4.8(9)

942

Documentation Generation

undocs

by @hairyf

Create, manage, and share documentation for AI projects using minimalist themes and command-line tools, ensuring effective knowledge dissemination and reuse within teams.

4.8(16)

922

Machine Learning

machine-learning-engineer

by @404kidwiz

Provides machine learning engineering expertise, focusing on model deployment, production serving infrastructure, and real-time inference systems.

4.8(21)

895

AI Agent Orchestration

agent-teams-simplify-and-harden

by @pskoett

Utilizes parallel agent teams for AI engineering implementation and auditing, simplifying processes and strengthening system stability and security.

4.8(26)

875

LangChain4j

langchain4j-testing-strategies

by @giuseppe-trisciuoglio

Provides testing strategies and practical patterns for LangChain4j, helping developers effectively validate the functionality of AI agents and components, ensuring their stability and reliability.

4.8(23)

801

OpenAI API

openai-api

by @jezweb

Proficient in using the OpenAI API, including GPT series models, for natural language processing, content generation, and intelligent dialogue system development, empowering various AI applications.

4.8(38)

794

AutoGPT

autogpt-agents

by @davila7

A comprehensive platform for building, deploying, and managing continuously running autonomous AI agents via a visual interface or SDK.

4.8(38)

794

AI Skill Development

skill-evolution-manager

by @kkkkhazix

A core tool dedicated to summarizing, optimizing, and iterating existing Skills at the end of a conversation, based on user feedback and dialogue content. It continuously evolves the Skills library by extracting 'essences' from conversations (e.g., successful solutions, lessons learned from failures, specific code standards).

4.8(35)

761

Prompt Engineering

seedance-2.0-prompter

by @pexoai

Specializes in prompt engineering for Seedance 2.0, mastering how to design and optimize prompts to guide AI models in generating high-quality, expected outputs, enhancing AI application effectiveness.

4.8(16)

747

AI Assistant Development

create-assistant

by @vapiai

Assists in creating and configuring Vapi voice AI assistants, integrating various AI models to enable intelligent voice interaction features.

4.8(7)

740

Weather API

weather

by @steipete

Provides real-time weather queries and future weather forecasts, with data sourced from wttr.in or Open-Meteo.

4.8(14)

734

llm-observability

langsmith

by @supercent-io

Framework-agnostic LLM application development platform, offering end-to-end tracing, evaluation, and prompt engineering management.

4.8(18)

653

OpenAI Whisper

openai-whisper

by @steipete

Uses Whisper CLI for local speech-to-text, enabling offline speech recognition without API keys.

4.8(21)

646

AI Audio Generation

elevenlabs-dialogue

by @inferen-sh

Generate multi-speaker dialogue audio via ElevenLabs API for realistic, natural voice interaction across various applications.

4.8(23)

646

LangGraph

langgraph-code-review

by @existential-birds

Reviews LangGraph code, focusing on critical issues such as direct state modification instead of returning new states, ensuring code quality and stability.

4.8(22)

633

Claude AI

claude-opus-4-5-migration

by @anthropics

Claude Code is a terminal-based intelligent programming tool that understands and assists in code development.

4.8(13)

613