domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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llm-ai
0

skill-creator

Creates new Claude Code skills with proper structure, frontmatter, and documentation. Use when creating skills, setting up skill templates, or when user says "create a skill", "make a skill", "new skill for".

JackPo
JackPo
data-ai
open
llm-ai
0

anti-hallucination

Validates AI prompts and LLM findings against source data to prevent hallucinations. Use when: (1) Adding new analysis prompts to server.js, (2) Reviewing prompts for hallucination risks, (3) Implementing validation rules in ATTRIBUTE_VALIDATION_RULES, (4) Auditing that findings match source JSON data

gilberth
gilberth
data-ai
open
llm-ai
0

hkgb

This skill should be used when building hybrid Knowledge Graphs that integrate structured data (CSV, databases) with automatically extracted entities from unstructured documents (PDFs, text). The pattern establishes a reliable join key between domain graphs and lexical graphs, enabling GraphRAG, document ingestion with metadata enrichment, and Knowledge Graph construction from heterogeneous sources using neo4j-graphrag SimpleKGPipeline.

Zpankz
Zpankz
data-ai
open
llm-ai
0

rlm-orchestrator

Master skill for Recursive Language Model thinking — orchestrates long-context reasoning by treating prompts as environments, not inputs. Spawns sub-agents and manages recursive decomposition.

Magic8Ballin
Magic8Ballin
data-ai
open
llm-ai
0

neuro-symbolic

Neuro-symbolic architecture patterns. Use when building the bridge between LLM (Neural) and Python rules (Symbolic).

theinterneti
theinterneti
data-ai
open
llm-ai
0

code-explorer

Search and analyze code repositories on GitHub and Hugging Face (Models, Datasets, Spaces). This skill should be used when exploring open-source projects, finding implementation references, discovering ML models/datasets, or analyzing how others have solved similar problems.

YoungjaeDev
YoungjaeDev
data-ai
open
llm-ai
0

groq-chatbot

Build a streaming AI chatbot with Groq API, RAG context, and Next.js. Includes floating UI, model fallbacks, and Vercel deployment.

edhumbling
edhumbling
data-ai
open
llm-ai
0

amp-skill-creator

PRIMARY skill creator. Use this by default when creating ANY skill. If user explicitly asks for a "Claude skill", "Claude-compatible skill", or "universal skill", use agent-skill-creator instead. Handles Amp-specific features (mcp.json, OAuth, Amp frontmatter).

thurstonsand
thurstonsand
data-ai
open
llm-ai
0

skills-repo-maintenance

Add or update skills in a skills repository for Codex and/or Claude Code. Use when creating new skills, packaging .skill files for Codex, or converting a skill into a Claude Code plugin (marketplace.json + plugin.json).

akiojin
akiojin
data-ai
open
machine-learning
0

localai

LocalAI local inference API management via Podman Quadlet. Provides an OpenAI-compatible API for local model inference with GPU acceleration. Use when users need to configure, start, or manage the LocalAI service.

atrawog
atrawog
data-ai
open
llm-ai
0

piper

Convert text to speech using Piper TTS. This skill is triggered when the user says things like "convert text to speech", "text to audio", "read this aloud", "create audio from text", "generate speech from text", "make an audio file from this text", or "use piper TTS".

SecKatie
SecKatie
data-ai
open
llm-ai
0

self-enhance

Framework for improving Claude configuration (skills, agents, commands). Use when analyzing work patterns, proposing new skills, identifying knowledge gaps, reviewing Claude setup, or when user asks to improve how Claude helps them.

keenranger
keenranger
data-ai
open
llm-ai
0

context-compression

Use when compressing agent context, implementing conversation summarization, reducing token usage in long sessions, or asking about "context compression", "conversation history", "token optimization", "context limits", "summarization strategies"

eyadsibai
eyadsibai
data-ai
open
llm-ai
0

dall-e

Generate AI images with DALL-E - create images from text descriptions, edit existing images, and manage creations

Andrejones92
Andrejones92
data-ai
open
llm-ai
0

obsi-concept-distiller

AI를 활용해 핵심 개념을 추출하고, 문맥을 분석하여 지식 베이스(20_Learning)와 양방향으로 연결합니다.

lastdays03
lastdays03
data-ai
open
llm-ai
0

hello-world

A simple example skill that demonstrates the basic structure of a Claude Skill, including scripts, references, and best practices. Use this as a learning template when creating new skills.

FAeN399
FAeN399
data-ai
open
llm-ai
0

skill-creator

効果的なスキルを作成するためのガイド。このスキルは、ユーザーがAIエージェントの機能を専門知識、ワークフロー、またはツール統合で拡張する新しいスキルを作成(または既存のスキルを更新)したい場合に使用します。

ks6088ts-labs
ks6088ts-labs
data-ai
open
llm-ai
0

using-harness

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

astrosteveo
astrosteveo
data-ai
open
llm-ai
0

moai-foundation-core

MoAI-ADK's foundational principles - TRUST 5, SPEC-First TDD, delegation patterns, token optimization, progressive disclosure, modular architecture, agent catalog, command reference, and execution rules for building AI-powered development workflows

tjdwls101010
tjdwls101010
data-ai
open
llm-ai
0

non-linear

Uncertainty-aware non-linear reasoning system with recursive subagent orchestration. Triggers for complex reasoning, research, multi-domain synthesis, or when explicit commands `/nlr`, `/reason`, `/think-deep` are used. Integrates think skill (reasoning), agent-core skill (acting), and MCP tools (infranodus, exa, scholar-gateway) in recursive think→act→observe loops. Uses coding sandbox for execution validation and maintains deliberate noisiness via NoisyGraph scaffold. Supports `/compact` mode for abbreviated outputs and `/semantic` mode for rich exploration.

Zpankz
Zpankz
data-ai
open
llm-ai
0

huggingface-tokenizers

Use when "tokenizers", "HuggingFace tokenizer", "BPE", "WordPiece", or asking about "train tokenizer", "custom vocabulary", "tokenization", "subword", "fast tokenizer", "encode text"

eyadsibai
eyadsibai
data-ai
open
llm-ai
0

pinecone

Implements vector search with Pinecone for semantic similarity and RAG applications. Use when building embeddings-based search, recommendation systems, or retrieval-augmented generation.

mgd34msu
mgd34msu
data-ai
open
llm-ai
0

test-nice-guy

Always responds politely with a fixed greeting and closing line.

Nimetko
Nimetko
data-ai
open
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