domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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machine-learning
193

explorer-tidx

Explorer-only TIDX migration skill (PG-first, CH fallback for count-heavy paths)

tempoxyz
tempoxyz
data-ai
open
llm-ai
190

skill-creator

创建有效技能的指南。当用户想要创建新技能(或更新现有技能)以通过专业知识、工作流或工具集成扩展 Claude 的功能时,应使用此技能。

Prorise-cool
Prorise-cool
data-ai
open
llm-ai
190

load-pickle-persona

Activates the Pickle Rick persona. Use this ONLY when the user explicitly requests to start the "Pickle Rick" mode or loop. DO NOT use this for general greetings (e.g., "hi") normal assistance.

galz10
galz10
data-ai
open
llm-ai
190

mcp-builder

创建高质量 MCP(模型上下文协议)服务器的指南,使 LLM 能够通过精心设计的工具与外部服务交互。在构建 MCP 服务器以集成外部 API 或服务时使用,无论是 Python (FastMCP) 还是 Node/TypeScript (MCP SDK)。

Prorise-cool
Prorise-cool
data-ai
open
machine-learning
189

human-machine-brainstorm

This skill should be used when the user asks to "人机风暴", "Human-Machine Brainstorm", "human storm", "ccb brainstorm", "需求对齐调度", "spec convergence", or wants a CCB-based multi-model requirement alignment loop with Codex as the dispatcher.

cnfjlhj
cnfjlhj
data-ai
open
data-engineering
188

azure-kusto

Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto database queries, Azure Data Explorer, ADX clusters, log analytics, time series data, IoT telemetry, anomaly detection.

jonathan-vella
jonathan-vella
data-ai
open
data-engineering
188

workflow-engine

Machine-readable workflow DAG for the multi-step agent pipeline. Defines node types, edge conditions, gates, and fan-out patterns. USE FOR: Orchestrator step routing, resume-from-graph, workflow validation. DO NOT USE FOR: Azure infrastructure, code generation, troubleshooting.

jonathan-vella
jonathan-vella
data-ai
open
data-analysis
186

dune

Execute and query Dune Analytics dashboards for on-chain data and custom SQL analytics.

TermiX-official
TermiX-official
data-ai
open
data-analysis
186

chart

Use when implementing visualize data with graphs and charts.

thedaviddias
thedaviddias
data-ai
open
data-engineering
186

lambda-migration

Guides Phase 2 Lambda Container Migration steps. Pass a specific step number (2-1 through 2-5) to get the goals, deliverables, validation criteria, and detailed design for that step.

serithemage
serithemage
data-ai
open
data-engineering
186

table

Use when you need to display structured data in rows and columns.

thedaviddias
thedaviddias
data-ai
open
data-engineering
186

tree-view

Use when you need to display hierarchical data structures.

thedaviddias
thedaviddias
data-ai
open
machine-learning
186

l2

Deprecated: this skill has moved to l2s.

austintgriffith
austintgriffith
data-ai
open
machine-learning
186

layer2

Deprecated: this skill has moved to l2s.

austintgriffith
austintgriffith
data-ai
open
data-analysis
185

data-analytics-foundations

Core data analytics concepts, Excel/Google Sheets fundamentals, and data collection techniques

majiayu000
majiayu000
data-ai
open
data-analysis
185

data-synthesis

Synthesize findings from multiple research sources into coherent insights. Use when combining data from different sub-agents or research threads.

majiayu000
majiayu000
data-ai
open
data-analysis
185

composable-svelte-charts

Data visualization and chart components for Composable Svelte. Use when creating charts, graphs, or data visualizations. Covers chart types (scatter, line, bar, area, histogram), data binding, state-driven updates, interactive features (zoom, brush, tooltips), and responsive design from @composable-svelte/charts package built with Observable Plot and D3.

majiayu000
majiayu000
data-ai
open
data-analysis
185

clustering-analysis

Identify groups and patterns in data using k-means, hierarchical clustering, and DBSCAN for cluster discovery, customer segmentation, and unsupervised learning

majiayu000
majiayu000
data-ai
open
data-analysis
185

data-analysis-sql

SQL for data analysis with exploratory analysis, advanced aggregations, statistical functions, outlier detection, and business insights. 50+ real-world analytics queries.

majiayu000
majiayu000
data-ai
open
data-analysis
185

data-viz-insight

Interactive data exploration and visualization skill. Use when users ask to visualize data, analyze datasets, create charts, or explore data files (CSV, Excel, Parquet, JSON). This skill guides through data exploration, proposes visualization strategies based on data characteristics, creates interactive Plotly charts in marimo notebooks, and generates analytical conclusions.

majiayu000
majiayu000
data-ai
open
data-analysis
185

long-call-butterfly

Analyzes long call butterfly spreads with 3 strikes and 4 legs for neutral outlook. Requires numpy>=1.24.0, pandas>=2.0.0, matplotlib>=3.7.0, scipy>=1.10.0. Use when expecting minimal price movement, want low-cost defined-risk strategy, analyzing pinning opportunities, or evaluating tight-range neutral positions on stocks near technical levels.

majiayu000
majiayu000
data-ai
open
data-analysis
185

er-modeling

Create entity-relationship diagrams with proper normalization, keys, and cardinality for logical data models.

majiayu000
majiayu000
data-ai
open
data-analysis
185

long-strangle

Analyzes long strangle volatility plays with OTM call and put at different strikes. Requires numpy>=1.24.0, pandas>=2.0.0, matplotlib>=3.7.0, scipy>=1.10.0. Use when expecting very large price movement, want lower-cost alternative to straddle, analyzing high-volatility events, or evaluating wide-range breakout opportunities on stocks with elevated IV.

majiayu000
majiayu000
data-ai
open
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