domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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data-engineering
376

using-dbt-for-analytics-engineering

Builds and modifies dbt models, writes SQL transformations using ref() and source(), creates tests, and validates results with dbt show. Use when doing any dbt work - building or modifying models, debugging errors, exploring unfamiliar data sources, writing tests, or evaluating impact of changes.

dbt-labs
dbt-labs
data-ai
open
data-engineering
376

clickhouse-io

ClickHouse 数据库模式、查询优化、分析以及高性能分析工作负载的数据工程最佳实践。

xu-xiang
xu-xiang
data-ai
open
data-engineering
376

deployment-patterns

Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications.

xu-xiang
xu-xiang
data-ai
open
machine-learning
376

regex-vs-llm-structured-text

在解析结构化文本时,用于在正则表达式(Regex)和大型语言模型(LLM)之间进行选择的决策框架——优先使用正则表达式,仅针对低置信度的边界情况引入 LLM。

xu-xiang
xu-xiang
data-ai
open
data-engineering
372

ln-1000-pipeline-orchestrator

Drives a Story through full pipeline (tasks, validation, execution, quality). Use when executing a Story end-to-end from kanban board.

levnikolaevich
levnikolaevich
data-ai
open
data-engineering
372

ln-723-seed-data-generator

Generates seed data from ORM schemas or entity definitions to any target format. Use when populating databases for development.

levnikolaevich
levnikolaevich
data-ai
open
data-analysis
371

seawater-freezing-temperature

Calculate the freezing point temperature of seawater from absolute salinity and pressure using GSW thermodynamic equations.

SpectrAI-Initiative
SpectrAI-Initiative
data-ai
open
data-analysis
371

seawater-sound-speed-calculation

Calculate sound speed in seawater from practical salinity, temperature, and pressure using the Gibbs Seawater Oceanographic Toolbox.

SpectrAI-Initiative
SpectrAI-Initiative
data-ai
open
data-engineering
371

molecular-docking-pipeline

Molecular Docking Pipeline - Complete docking workflow: retrieve protein structure, predict binding pockets, prepare receptor, and dock ligand. Use this skill for structural biology tasks involving retrieve protein data by pdbcode run fpocket convert pdb to pdbqt dock quick molecule docking. Combines 4 tools from 2 SCP server(s).

SpectrAI-Initiative
SpectrAI-Initiative
data-ai
open
machine-learning
371

protein-engineering

Protein Engineering Workflow - Engineer a protein: predict structure, identify functional residues, predict beneficial mutations, and calculate properties. Use this skill for protein engineering tasks involving Protein structure prediction ESMFold predict functional residue zero shot sequence prediction calculate protein sequence properties. Combines 4 tools from 2 SCP server(s).

SpectrAI-Initiative
SpectrAI-Initiative
data-ai
open
data-engineering
366

biorxiv-database

Efficient database search tool for bioRxiv preprint server.

LigphiDonk
LigphiDonk
data-ai
open
llm-ai
365

youtube-digest

This skill should be used when the user asks to "유튜브 정리", "영상 요약", "transcript 번역", "YouTube digest", "영상 퀴즈", or provides a YouTube URL for analysis. Extracts transcript, generates summary/insights/Korean translation, and tests comprehension with 9 quiz questions across 3 difficulty levels. Optional Deep Research for web-based follow-up.

team-attention
team-attention
data-ai
open
llm-ai
365

clarify

This skill should be used when the user asks to "clarify requirements", "refine requirements", "specify requirements", "what do I mean", "make this clearer", or when the user's request is ambiguous and needs iterative questioning to become actionable. Also trigger when user says "clarify", "/clarify", or mentions unclear/vague requirements.

team-attention
team-attention
data-ai
open
llm-ai
365

session-analyzer

This skill should be used when the user asks to "analyze session", "세션 분석", "evaluate skill execution", "스킬 실행 검증", "check session logs", "로그 분석", provides a session ID with a skill path, or wants to verify that a skill executed correctly in a past session. Post-hoc analysis of Claude Code sessions to validate skill/agent/hook behavior against SKILL.md specifications.

team-attention
team-attention
data-ai
open
llm-ai
365

history-insight

This skill should be used when user wants to access, capture, or reference Claude Code session history. Trigger when user says "capture session", "save session history", or references past/current conversation as a source - whether for saving, extracting, summarizing, or reviewing. This includes any mention of "what we discussed", "today's work", "session history", or when user treats the conversation itself as source material (e.g., "from our conversation").

team-attention
team-attention
data-ai
open
data-analysis
365

data-model-creation

Optional advanced tool for complex data modeling. For simple table creation, use relational-database-tool directly with SQL statements.

TencentCloudBase
TencentCloudBase
data-ai
open
llm-ai
363

yams

Code indexing, semantic search, and knowledge graph for project memory

trvon
trvon
data-ai
open
llm-ai
362

prompt-factory

World-class prompt powerhouse that generates production-ready mega-prompts for any role, industry, and task through intelligent 7-question flow, 69 comprehensive presets across 15 professional domains (technical, business, creative, legal, finance, HR, design, customer, executive, manufacturing, R&D, regulatory, specialized-technical, research, creative-media), multiple output formats (XML/Claude/ChatGPT/Gemini), quality validation gates, and contextual best practices from OpenAI/Anthropic/Google. Supports both core and advanced modes with testing scenarios and prompt variations.

alirezarezvani
alirezarezvani
data-ai
open
llm-ai
358

agent-development

This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.

fcakyon
fcakyon
data-ai
open
llm-ai
358

setup

This skill should be used when user encounters "ccproxy not found", "LiteLLM connection failed", "localhost:4000 refused", "OAuth failed", "proxy not running", or needs help configuring ccproxy/LiteLLM integration.

fcakyon
fcakyon
data-ai
open
llm-ai
358

setup

This skill should be used when user asks to "configure statusline", "setup statusline", "show context usage", "display token count", "5H usage", "time until reset", "statusline colors", "statusline not working", or wants to change how the Claude Code status bar displays information.

fcakyon
fcakyon
data-ai
open
llm-ai
358

setup

This skill should be used when user encounters "Tavily MCP error", "Tavily API key invalid", "web search not working", "Tavily failed", or needs help configuring Tavily integration.

fcakyon
fcakyon
data-ai
open
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