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Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
0

llm-token-optimization

See the main LLM Cost Optimization skill for comprehensive coverage of token economics and optimization strategies.

AmnadTaowsoam
AmnadTaowsoam
data-ai
open
llm-ai
0

web-search

gemini 명령어를 사용한 고급 Web 검색 스킬이다. Web 검색을 수행할 때는 Claude Code의 기본 Web Search 도구보다 이 스킬을 우선적으로 사용한다.

gaebalai
gaebalai
data-ai
open
llm-ai
0

spawn

How to spawn subagents correctly. Use this reference when you need to delegate work to a specialized agent.

c-daly
c-daly
data-ai
open
llm-ai
0

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services. Use when building MCP servers to integrate APIs, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

j0KZ
j0KZ
data-ai
open
llm-ai
0

fastmcp-development

This skill should be used when the user asks to "create an MCP server", "build MCP tools", "add MCP resources", "create MCP prompts", "implement MCP protocol", "deploy MCP server", "create AI tools", "expose API as MCP", "build Claude tools", "create LLM tools", or mentions FastMCP, MCP server, Model Context Protocol, MCP tools, MCP resources, MCP prompts, or server composition.

jawwad-ali
jawwad-ali
data-ai
open
llm-ai
0

agent-orchestrator

Orchestrator agent for coordinating multiple AI agents in a persistent system

awaaate
awaaate
data-ai
open
llm-ai
0

building-chat-interfaces

Build AI chat interfaces with custom backends, authentication, and context injection. Use when integrating chat UI with AI agents, adding auth to chat, injecting user/page context, or implementing httpOnly cookie proxies. Covers ChatKitServer, useChatKit, and MCP auth patterns. NOT when building simple chatbots without persistence or custom agent integration.

bilalmk
bilalmk
data-ai
open
machine-learning
0

huggingface-js

Runs ML models in the browser and Node.js with Transformers.js and Hugging Face Inference API. Use when adding local inference, embeddings, or calling hosted models without GPU servers.

mgd34msu
mgd34msu
data-ai
open
llm-ai
0

mcp-economy

Enforce cost-aware MCP usage. Use when a task might trigger heavy external tools, web search, or broad context expansion. Prevents token burn by ensuring MCPs are only used when local context is insufficient.

opzero1
opzero1
data-ai
open
llm-ai
0

glm4v-analyze-image

智谱AI的视觉语言模型,用于图像分析、内容识别和视觉问答

CK991357
CK991357
data-ai
open
llm-ai
0

hello-world

A simple greeting skill to verify the Agent Skills implementation.

quantDIY
quantDIY
data-ai
open
llm-ai
0

cloudflare-mcp-development

This skill should be used when the user asks to "create MCP server", "build MCP server on Workers", "deploy MCP server", "extend Claude with tools", or is developing Model Context Protocol servers on Cloudflare.

2Rds
2Rds
data-ai
open
llm-ai
0

debate-start

Start structured red vs. blue team debates via subagents. Use when exploring a topic from multiple adversarial perspectives.

srnnkls
srnnkls
data-ai
open
llm-ai
0

generating-new-skills

Creates a new skill for the Antigravity agent environment based on user requirements. Use when the user wants to create a new skill or standardize an existing one.

Alanlee0323
Alanlee0323
data-ai
open
llm-ai
0

copilot-tool-design

Guide to designing and implementing tools for the vscode-copilot-chat extension, including patterns, testing, and best practices

OmerMachluf
OmerMachluf
data-ai
open
llm-ai
0

flow-capture

Capture streams of consciousness, tangential thoughts, and hyperfocus output. Extract signal from noise. Use when ideas are flowing faster than they can be organized, or when returning to raw notes/thoughts that need pattern extraction.

Kingly-Agency
Kingly-Agency
data-ai
open
llm-ai
0

mcp-builder

Build custom Model Context Protocol servers to extend Claude's capabilities

Lordsisodia
Lordsisodia
data-ai
open
llm-ai
0

tfidf-search

Implements TF-IDF based search engines for text datasets using vector space models and cosine similarity. Use when building search functionality, finding similar documents, ranking text by relevance, or working with text retrieval systems.

asvskartheek
asvskartheek
data-ai
open
llm-ai
0

langgraph-agents

Multi-agent systems with LangGraph - supervisor/swarm patterns, state coordination, multi-provider routing. Use when building multi-agent workflows, coordinating agents, or need cost-optimized orchestration. Uses Claude, DeepSeek, Gemini (no OpenAI).

ScientiaCapital
ScientiaCapital
data-ai
open
llm-ai
0

skill-creator

The Meta-Skill. Use this to create NEW skills (tools) for the agent.

cliuxinxin
cliuxinxin
data-ai
open
llm-ai
0

unsloth-tts

Fine-tuning Text-to-Speech (TTS) models with Unsloth for voice cloning and synthetic speech (triggers: TTS, text-to-speech, voice cloning, Orpheus-TTS, audio fine-tuning, speech synthesis).

cuba6112
cuba6112
data-ai
open
llm-ai
0

skillset-smoke-test

Run and evaluate the Skillset smoke test (aliases, sets, and skill invocation) and interpret its JSON reports. Use this when validating $skill/$set behavior or checking Claude Code/Codex headless runs.

outfitter-dev
outfitter-dev
data-ai
open
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