domain cluster

Data & AI

Machine learning, LLMs, and data processing.

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data-analysis
88

data-visualization

Use when presenting data insights, creating infographics, or making complex information visual

vivy-yi
vivy-yi
data-ai
open
data-analysis
88

matplotlib

Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, novel plot types, or publication-quality PNG/PDF/SVG export. For quick statistical plots use seaborn.

leonardodalinky
leonardodalinky
data-ai
open
data-analysis
88

data-analyze

Answer data questions -- from quick lookups to full analyses

frumu-ai
frumu-ai
data-ai
open
data-analysis
88

seaborn

Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib.

leonardodalinky
leonardodalinky
data-ai
open
data-analysis
85

ib-create-consolidated-report

Consolidate IBRK trade CSV files from a directory into a summary report. Groups trades by symbol, underlying, date, strike, buy/sell, and open/close. Outputs both markdown and CSV.

staskh
staskh
data-ai
open
data-analysis
85

update-dashboard

Update dashboard.yaml with current knowledge base metrics from analysis report

Abilityai
Abilityai
data-ai
open
data-analysis
85

coherence-sweep

Run a full coherence sweep across the Brain Dependency Graph - computes staleness, lifecycle transitions, structural health, and generates a report

Abilityai
Abilityai
data-ai
open
llm-ai
83

human-writing

Write content that sounds natural, conversational, and authentically human - avoiding AI-generated patterns, corporate speak, and generic phrasing

pr-pm
pr-pm
data-ai
open
data-engineering
83

data-module

myfy DataModule for database access with async SQLAlchemy. Use when working with DataModule, AsyncSession, database connections, connection pooling, migrations, or SQLAlchemy models.

psincraian
psincraian
data-ai
open
llm-ai
83

agent-builder

Use when creating, improving, or troubleshooting Claude Code subagents. Expert guidance on agent design, system prompts, tool access, model selection, and best practices for building specialized AI assistants.

pr-pm
pr-pm
data-ai
open
data-analysis
82

matrix-export

This skill should be used when the user asks to "export matrix data", "backup matrix", "export solutions", "export failures", "export warnings", or needs to export Matrix memory to a portable format.

ojowwalker77
ojowwalker77
data-ai
open
data-analysis
82

double-check

Multi-model fact-checking. Opus checks independently, spawns a Sonnet sub-agent for a blind second review, then compares and reconciles both results into a consensus report.

A
A
data-ai
open
llm-ai
79

ask-gemini

Send structured prompt to Gemini and parse JSON response. Use for direct Gemini communication.

bfly123
bfly123
data-ai
open
llm-ai
79

ask-codex

Send structured prompt to Codex and parse JSON response. Use for direct Codex communication.

bfly123
bfly123
data-ai
open
data-analysis
76

file-hasher

计算文件哈希值(MD5、SHA1、SHA256、SHA512)用于完整性验证和比较。

AIDotNet
AIDotNet
data-ai
open
data-analysis
76

ce-calibrated-predict

Produce calibrated predict and predict_proba outputs, with optional uncertainty intervals, without generating explanations.

Moffran
Moffran
data-ai
open
data-analysis
75

fetch-related-triages

Fetch existing triages and untriaged regressions related to a given regression

openshift-eng
openshift-eng
data-ai
open
llm-ai
74

deepeval

Use when discussing or working with DeepEval (the python AI evaluation framework)

sammcj
sammcj
data-ai
open
llm-ai
74

youtube-wisdom

Extract wisdom, insights, and actionable takeaways from YouTube videos. Use when asked to analyse, summarise, or extract key learnings from YouTube content. Downloads video transcripts, performs analysis including summarisation, extracts key insights, notable quotes, structured summaries, and actionable takeaways.

sammcj
sammcj
data-ai
open
llm-ai
74

home-assistant

This skill should be used when helping with Home Assistant setup, including creating automations, modifying dashboards, checking entity states, debugging automations, and managing the smart home configuration. Use this for queries about HA entities, YAML automation/dashboard generation, or troubleshooting HA issues.

sammcj
sammcj
data-ai
open
llm-ai
74

claude-agent-sdk

Use when working with Anthropic Claude Agent SDK. Provides architecture guidance, implementation patterns, best practices, and common pitfalls.

sammcj
sammcj
data-ai
open
data-analysis
74

benchmark

Run regression benchmarks, track results, and generate trend reports

nockawa
nockawa
data-ai
open
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