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Data & AI

Machine learning, LLMs, and data processing.

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llm-ai

0

semantic-translation

This skill should be used when the user uses ambiguous terminology like "make it talk", "we need an api", "make it portable", "check for gaps", asks meta-questions like "am I making sense?", "does this make sense?", mentions being a "non-technical user", uses vague action verbs ("make it work", "do the thing"), mixes domain languages, uses invented terms, or when detecting semantic drift between human natural language and technical precision. Provides semantic translation, disambiguation, and domain knowledge mapping across Autogen, Langroid, MCP (Model Context Protocol), UTCP (Universal Tool Calling Protocol), FastAPI, Git/Gitflow, SRE (Site Reliability Engineering), and Memory Graphs domains. Bridges the gap between user intent and technical specificity through ontological translation.

jcmrs

data-ai

llm-ai

0

ui-embed

Embed the chatbot UI inside Docusaurus and connect it to the FastAPI RAG backend. Use when building chat components, handling streaming responses, or integrating chat widgets into MDX pages.

maneeshanif

data-ai

llm-ai

0

autonomous-session-manager

Session lifecycle management for autonomous coding. Use when starting new coding sessions, resuming work, detecting session type (init vs continue), or managing auto-continuation between sessions.

adaptationio

data-ai

llm-ai

0

stockfish-integration

Verify Stockfish WASM integration patterns. Use when working with engine code, UCI commands, or move analysis to ensure correct async patterns and error handling.

Grips001

data-ai

llm-ai

0

skill-template-generator

Generates SKILL.md structure interactively. Auto-activates when users ask to create a skill, need skill template, or want skill generation help. Accelerates skill creation with interactive questions.

christianearle01

data-ai

llm-ai

0

ollama-gemma-assistant

Assistente de IA local usando Ollama com modelo Gemma2 para tarefas gerais de desenvolvimento e análise

automacoescomerciaisintegradas

data-ai

llm-ai

0

fastmcp-integration

Examples and patterns for integrating FastMCP Cloud servers with Claude Agent SDK using HTTP transport

vanman2024

data-ai

llm-ai

0

writing-descriptions

Examples and patterns for writing effective agent and skill descriptions. Use when crafting descriptions that serve as routing keys for Claude's invocation decisions.

mgd34msu

data-ai

llm-ai

0

vanguard

Scout swarm for broad domain mapping and edge case discovery. Launches multiple high-temperature agents with distinct search vectors. Use for finding obscure data, edge cases, and mapping new territories.

stephenwinters81

data-ai

llm-ai

0

langsmith-fetch

Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns. Requires langsmith-fetch CLI installed.

Kilo-Org

data-ai

llm-ai

0

error-fixer

Fix JavaScript and HTTP errors flagged for AI in the admin dashboard. Queries the database for errors with ai_status='flagged_for_ai', analyzes them, and attempts to fix them. Use when: - User says "fix errors" or "fix flagged errors" - User says "check error queue" - User mentions AI error queue or AI-flagged errors - After flagging errors in admin dashboard Triggers: "fix errors", "error queue", "ai errors", "flagged errors", "fix ai errors", "/fix-errors"

Spectaculous-Code

data-ai

llm-ai

0

a2a-mcp-integration

Integration patterns for combining Agent-to-Agent (A2A) Protocol with Model Context Protocol (MCP) for hybrid agent communication. Use when building systems that need both agent-to-agent communication and agent-to-tool integration, implementing composite architectures, or when user mentions A2A+MCP integration, hybrid protocols, or multi-agent tool access.

vanman2024

data-ai

llm-ai

0

generate-workshop-slide-image

Генерація обкладинки/ілюстрації для слайду воркшопу через OpenAI Images API та вставка в Slidev.

koldovsky

data-ai

llm-ai

0

unsloth-core

Core fundamentals of Unsloth for fast LLM fine-tuning, covering FastLanguageModel setup, optimized gradient checkpointing, and native inference acceleration (triggers: unsloth, FastLanguageModel, from_pretrained, get_peft_model, for_inference, gradient checkpointing).

cuba6112

data-ai

llm-ai

0

manage-conversation-db

This skill should be used when implementing stateless conversation persistence, creating/loading conversations by ID, saving user/assistant messages, fetching history for agent input, and handling async database queries.

Sobansaud

data-ai

llm-ai

0

gemini-cli-model

Instructions for selecting and configuring Gemini 3 Pro Preview model in Gemini CLI. Use when the user asks about switching models in Gemini CLI, enabling Gemini 3, or configuring Gemini CLI model settings.

stephenwinters81

data-ai

llm-ai

0

ai-sdk-v6

Guide for building AI-powered applications using the Vercel AI SDK v6. Use when developing with generateText, streamText, useChat, tool calling, agents, structured output generation, MCP integration, or any LLM-powered features in TypeScript/JavaScript applications. Covers React, Next.js, Vue, Svelte, and Node.js implementations.

jmagar

data-ai

llm-ai

0

voice-state-machine

Voice assistant state machine pattern with XState, Whisper, and VAD. Trigger: When implementing voice commands, wake word detection, or speech flows.

333-333-333

data-ai

llm-ai

0

session-manager

Activates when the user asks to "create session summary", "summarize this session", "end the session", "start a session", "load context", "what did we work on", "session notes", "document this session", or wants to track, document, and manage work sessions.

karchtho

data-ai

llm-ai

0

ai-model-reference

AI 모델 API 호출명 및 가격 참조 가이드. API 키로 AI 모델을 호출할 때 정확한 모델명(model string)과 최신 가격 정보를 제공합니다. 사용 시점: (1) OpenAI, Anthropic, Google, DeepSeek 등의 API 호출 시 모델명이 필요할 때, (2) 토큰 비용/가격 비교가 필요할 때, (3) 최신 추론 모델/FAST 모델/가성비 모델 선택이 필요할 때, (4) 프롬프트 캐싱/배치 처리 비용 최적화가 필요할 때

monicajeon28

data-ai

llm-ai

0

tool-design-pattern

Automatically applies when creating AI tool functions. Ensures proper schema design, input validation, error handling, context access, and comprehensive testing.

ricardoroche

data-ai

llm-ai

0

streaming-patterns

Configure ADK bidi-streaming for real-time multimodal interactions. Use when building live voice/video agents, implementing real-time streaming, configuring LiveRequestQueue, setting up audio/video processing, or when user mentions bidi-streaming, real-time agents, streaming tools, multimodal streaming, or Gemini Live API.

vanman2024

data-ai

llm-ai

0

langgraph-persistence

Persistence and human-in-the-loop patterns for LangGraph. Use when implementing checkpointing, saving/restoring graph state, adding human approval workflows, managing conversation memory across sessions, enabling time-travel debugging, or building fault-tolerant agents that resume from failures.

rozwer

data-ai

llm-ai

0

repo-grounding

Ground answers in the repository by reading relevant files, configs, and code paths. Use when the user asks to modify/debug code, configuration, CI/CD, or wants repo-specific reasoning.

janjaszczak

data-ai

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