Data Analysis AI Skills

5,873 open-source Data Analysis AI skills that teach any AI model a new workflow.

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Uxcel-Lab logo

Pm Spec Quality Audit

Uxcel-Lab
Organization

Run a structured quality audit on a product spec, PRD, or requirements document. Produces a severity-rated issue list with concrete fixes — catches untestable requirements, happy-path-only flows,…

8
35
Instructions
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Hayatelin logo

Imagegen Frontend Mobile

Hayatelin
Community

顶级移动 app 图像生成 skill,用于产出高质感、app 原生风格的界面概念与流程图。适用于 iOS、Android 与跨平台移动产品。优先重视干净的层级、舒适可读的文本、强力的多界面一致性、受控的色彩配置、非套版的创意方向、有质感的表面、以影像为主导的构图、有品味的客制 iconography,以及干净的手机 mockup 取景。缺省情况下,界面应呈现在一个低调高质感、带可见边框的…

0
8
Instructions
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justinqwerty logo

Journey Mapping & Service Design

justinqwerty
Community

Create customer journey maps, service blueprints, experience maps, empathy maps, and other alignment diagrams. Guides diagram type selection, content structure, illustration syntax, and alignment…

1
8
10 files
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cumabozkurt logo

God Dataviz

cumabozkurt
Community

Data visualization and information design - choosing the right chart, dashboards, infographics, color for data (sequential, diverging, categorical, color-blind safe), labeling and annotation, chart…

1
7
Instructions
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divyanshu-iitian logo

Production Web Architecture

divyanshu-iitian
Community

Design, review, or harden a startup web platform for scalability, reliability, security, observability, deployability, data integrity, background work, caching, AI cost control, and staged growth…

0
4
2 files
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nextlevelbuilder logo

Ui Styling

nextlevelbuilder
OrganizationPopular

Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user…

15K
141.1K
95 files
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K-Dense-AI logo

Lab Hardware Cad

K-Dense-AI
OrganizationPopular

Designs custom laboratory hardware as parametric build123d models and exports fabrication artifacts as STEP, STL, and DXF files - microfluidic chips and molds, optomechanical mounts and breadboard…

4.4K
48.4K
12 files
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davila7 logo

Datadog Cli

davila7
CommunityPopular

Datadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards. Use this when debugging production issues or working with Datadog observability.

3.7K
32.2K
5 files
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mksglu logo

Ctx Insight

mksglu
CommunityPopular

Open the context-mode Insight dashboard in your default browser. Insight is the hosted analytics layer for AI-assisted engineering teams — per-engineer productive rate, retry waste, blocker detection,…

1.7K
23.4K
Instructions
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2025Emma logo

Cryptofeed

2025Emma
CommunityPopular

Cryptofeed - Real-time cryptocurrency market data feeds from 40+ exchanges. WebSocket streaming, normalized data, order books, trades, tickers. Python library for algorithmic trading and market data…

2.4K
23K
2 files
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google logo

Bigquery Optimization

google
OrganizationPopular

Provides workflows to optimize BigQuery environments (capacity planning, editions), storage assets (partitioning, clustering, storage lifecycles, billing models), and SQL queries. Use when optimizing…

1.7K
20.5K
5 files
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larksuite logo

Lark Apps

larksuite
OrganizationPopular

妙搭(Spark/Miaoda)应用开发与托管:应用创建、本地全栈开发、云端生成迭代、创意设计(UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索)、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV…

1.4K
17.3K
55 files
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AgriciDaniel logo

Seo Dataforseo

AgriciDaniel
CommunityPopular

Live SEO data via DataForSEO MCP server: SERP analysis, keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis, competitor and content analysis, business listings,…

2.5K
17.1K
2 files
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zubair-trabzada logo

Geo Content

zubair-trabzada
CommunityPopular

Content quality and E-E-A-T assessment for AI citability — evaluate experience, expertise, authoritativeness, trustworthiness, and content structure

1.6K
10.7K
Instructions
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google-labs-code logo

Stitch::Code To Design

google-labs-code
OrganizationPopular

Convert frontend code (Vite, React, Angular, Vue, etc.) to a Stitch Design by chaining static HTML extraction, design system extraction, and file upload. **ALWAYS** use this skill when the user's…

1.1K
8.3K
Instructions
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AIPentest logo

Capability Primitive Search

AIPentest
OrganizationPopular

能力原语+状态空间搜索:read/write/exec/ssrf等原语凑RCE等式A-F,低危映射,正反向搜索,跨域兑现。Use when no single RCE, chaining low-severity vulns, or deriving novel attack chains.

1.2K
6.9K
Instructions
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ericosiu logo

Deck Generator

ericosiu
CommunityPopular

Generate professional presentations with AI-generated images. Use when asked to create a deck, presentation, pitch deck, or slides. Supports style presets (whiteboard, corporate, minimalist, etc).…

685
3.5K
2 files
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SharpAI logo

Annotation Data

SharpAI
OrganizationPopular

Dataset annotation management — COCO labels, sequences, export, and Kaggle upload

478
3.1K
4 files
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FrancyJGLisboa logo

Weekly Crm Report

FrancyJGLisboa
CommunityPopular

Cleans a weekly CRM export and produces a regional sales summary. Activates when the user asks to clean a CRM export, deduplicate sales rows, calculate regional totals, or generate a weekly sales…

264
2.4K
19 files
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datopian logo

Portaljs Add Map

datopian
OrganizationPopular

Render a GeoJSON dataset on an interactive Leaflet map in the Views section of a dataset's showcase. Installs react-leaflet and a Map component, then renders the map for the chosen dataset. Use when a…

332
2.4K
1 files
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appeeky logo

App Launch

appeeky
OrganizationPopular

When the user wants to plan a launch strategy for a new app or major update. Also use when the user mentions "app launch", "launch plan", "launch checklist", "pre-launch", "launch day", or "how to…

127
2.1K
Instructions
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NVIDIA-NeMo logo

Nemotron Customize

NVIDIA-NeMo
OrganizationPopular

Plan, configure, and chain repo-native Nemotron customization steps into single-step or multi-step pipelines: curation, translation, SFT/PEFT (AutoModel or Megatron-Bridge), pretraining/CPT, RL…

419
2.1K
32 files
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Eronred logo

App Launch

Eronred
CommunityPopular

When the user wants to plan a launch strategy for a new app or major update. Also use when the user mentions "app launch", "launch plan", "launch checklist", "pre-launch", "launch day", or "how to…

116
1.9K
Instructions
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timescale logo

Migrate Postgres Tables To Hypertables

timescale
OrganizationPopular

Use this skill to migrate identified PostgreSQL tables to Timescale/TimescaleDB hypertables with optimal configuration and validation. **Trigger when user asks to:** - Migrate or convert PostgreSQL…

108
1.8K
Instructions
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ginlix-ai logo

Html Report

ginlix-ai
OrganizationPopular

Self-contained styled HTML reports written to the task directory: PDF-exportable research documents with inline data, charts, and theme-aware CSS

288
1.8K
Instructions
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pawurb logo

Hotpath Init

pawurb
CommunityPopular

Configure hotpath profiling in a Rust project. Adds the hotpath dependency with feature-gated setup, instruments main with hotpath::main, functions with measure/measure_all, and wraps channels,…

51
1.7K
Instructions
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Kaelio logo

Ingest Triage

Kaelio
OrganizationPopular

Classify and resolve conflicts detected during bundle ingest (structural duplicates, definitional contradictions, near-duplicate clusters, re-ingest changes, evictions).

104
1.6K
Instructions
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dust-tt logo

Dust Elasticsearch

dust-tt
OrganizationPopular

Create, migrate, or query Elasticsearch indices in `front`. Use when adding a new front Elasticsearch index, changing mappings or settings, wiring indexing logic, or exposing Elasticsearch-backed…

370
1.5K
5 files
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PentesterFlow logo

Recon

PentesterFlow
CommunityPopular

External recon playbook for a web target — subdomain enumeration, live-host probing, tech fingerprinting, and a first pass at content discovery. Use when the user gives you a root domain or apex and…

248
1.4K
Instructions
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fastclaw-ai logo

Data Analysis

fastclaw-ai
OrganizationPopular

Analyze data, process CSV/JSON files, compute statistics, and create data visualizations. Use when the user asks about data processing, statistics, or analysis.

227
1.4K
Instructions
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utkusen logo

Sast Idor

utkusen
CommunityPopular

Detect Insecure Direct Object Reference (IDOR) vulnerabilities in a codebase using a three-phase approach: recon (find candidates), batched verify (check authorization in parallel subagents, 3…

64
1.3K
Instructions
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nvk logo

Wiki Query

nvk
CommunityPopular

Fast, read-only, index-first queries over an llm-wiki with bounded file reads, exact citations, and honest evidence gaps.

123
1.3K
Instructions
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mateaix logo

Baoyu Infographic

mateaix
CommunityPopular

Infographics: 21 layouts x 21 styles (信息图, 可视化).

337
1.1K
46 files
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BagelHole logo

Disaster Recovery

BagelHole
CommunityPopular

Implement disaster recovery strategies and runbooks. Configure RPO/RTO targets and failover procedures. Use when planning for business continuity.

161
1.1K
Instructions
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chrisbanes logo

Compose State And Effects

chrisbanes
CommunityPopular

Use when writing or reviewing Jetpack Compose state ownership, remember state, state hoisting, screen state holders, LaunchedEffect, DisposableEffect, SideEffect, Flow collection, navigation,…

53
1.1K
3 files
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NeuroAIHub logo

Curate Research Trace

NeuroAIHub
OrganizationPopular

Curate BrainPilot Trace Events into human-readable research Episodes, appropriately granular nodes, and direct depends_on relationships. Use when a report contains multiple settings, results,…

74
1.1K
2 files
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data-goblin logo

R Visuals

data-goblin
CommunityPopular

R visual creation and ggplot2 patterns for PBIR reports. Automatically invoke when the user mentions "R visual", "ggplot2", "ggplot in Power BI", or asks to "create an R visual", "add an R chart",…

149
1K
9 files
View
rampstackco logo

Analytics Strategy

rampstackco
OrganizationPopular

Design measurement frameworks including event taxonomy, KPI hierarchy, dashboard architecture, attribution models, and analytics implementation strategy. Use this skill whenever the user wants to plan…

134
1K
1 files
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awslabs logo

Aws Lambda Microvms

awslabs
Organization

Build, run, debug, and operate applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable serverless compute environments that run inside a container with up to 8-hour lifetimes.…

162
917
6 files
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oracle logo

Oracle Data Guard

oracle
Organization

Provide operational guidance for Oracle Data Guard and SQLcl DG. Use when a user asks about SQLcl DG commands, Data Guard Broker fixed views, FSFO or observer state, transport or apply lag,…

251
879
12 files
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indranilbanerjee logo

Agency Dashboard

indranilbanerjee
Community

Build the agency dashboard across all client brands: health, pacing, risk. "how are all our clients doing"

138
866
Instructions
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pockebot logo

Human Auth Biometric

pockebot
Organization

Handle biometric authentication delegation (fingerprint, face recognition) when the Agent Phone lacks biometric hardware.

6
848
Instructions
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asdfgh1445 logo

Strix•新手入口

asdfgh1445
Community

给中文用户和新手用的 Strix Lite 统一入口:先判断该用哪一个 strix-* 工具或漏洞测试 skill,再给最小化起手步骤;适合在 Web 安全测试、工具链使用、漏洞验证时不知道先用哪个 Strix skill 的场景;触发名:strix-beginner-hub

105
836
2 files
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bioMate-AI logo

Bioconductor Chipseeker

bioMate-AI
Organization

ChIPseeker is a Bioconductor package for annotating ChIP-seq data analysis. Peak Annotation is performed by the annotatePeak function. The position and strand information of nearest genes are…

66
804
Instructions
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inference-sh logo

App Store Screenshots

inference-sh
Organization

App Store and Google Play screenshot creation with exact platform specs. Covers iOS/Android dimensions, gallery ordering, device mockups, and preview videos. Use for: app store optimization, ASO, app…

106
790
Instructions
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growthenginenowoslawski logo

Cold Email Starter Kit

growthenginenowoslawski
Community

Complete beginner-friendly cold email toolkit. Walks from zero to launched campaign — domain purchase, inbox setup, list building, copywriting, enrichment, and sending via Smartlead or Instantly. Use…

267
757
32 files
View
dbt-labs logo

Adding Dbt Unit Test

dbt-labs
Organization

Creates unit test YAML definitions that mock upstream model inputs and validate expected outputs. Use when adding unit tests for a dbt model or practicing test-driven development (TDD) in dbt.

63
732
13 files
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AgentTeam-TaichuAI logo

Tooluniverse

AgentTeam-TaichuAI
Community

Access 1000+ scientific tools through ToolUniverse for drug discovery, protein analysis, genomics, literature search, clinical data, ADMET prediction, molecular docking, and more. Use when the user…

73
670
Instructions
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pedronauck logo

Requirements Clarity

pedronauck
Community

Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, features are complex (>2 days), or involve cross-team coordination. Ask two core…

93
647
Instructions
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ynulihao logo

Creating Financial Models

ynulihao
Community

This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions

76
612
Instructions
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duckdb logo

Read File

duckdb
Organization

Read any data file (CSV, JSON, Parquet, Avro, Excel, spatial, SQLite) or remote URL (S3, HTTPS). Use when user references a data file, asks "what's in this file", or wants to preview/profile a…

36
604
Instructions
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