Data Analysis AI agent skills

2,858 skills in the archive. Read a skill’s instructions or open its original repository.

• Histolab

  by @foryourhealth111-pixel

  Lightweight WSI tile extraction and preprocessing. Use for basic slide processing tissue detection, tile extraction, stain normalization for H&E images. Best for simple pipelines, dataset preparation, quick tile-based analysis.…

• Infographics

  by @foryourhealth111-pixel

  Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Integrates research-lookup and web search for accurate data. Supports 10 infographic types, 8…

• Get Available Resources

  by @foryourhealth111-pixel

  This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and…

• Hypothesis Testing

  by @foryourhealth111-pixel

  Property-based testing with Hypothesis for discovering edge cases and validating invariants. Use when implementing comprehensive test coverage, testing complex logic with many inputs, or validating mathematical properties and…

• Hive Mind Advanced

  by @foryourhealth111-pixel

  Advanced Hive Mind collective intelligence system for queen-led multi-agent coordination with consensus mechanisms and persistent memory

• Fxmacrodata

  by @davepoon

  Look up official macroeconomic releases, central-bank policy rates, release calendars and FX rates for 22 currencies through the FXMacroData MCP server. Use for questions about CPI, GDP, jobs data, rate decisions, bond yields or…

• Email Marketing Bible

  by @davepoon

  Data-backed email marketing skill for AI agents. Use when building or running email automation, driving an ESP from an agent (MCP/connectors), diagnosing deliverability, writing or de-slopping email copy, directing AI email…

• Google Analytics Automation

  by @davepoon

  Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.

• Newsletter Voice

  by @charlie947

  Build newsletter writing instructions inside a Codex or Claude project. Runs after voice-builder. Produces newsletter-voice.md, a single file the assistant references when drafting newsletters in the user's voice. Works with or…

• Analytics Dashboard

  by @charlie947

  Turn a LinkedIn Analytics export into an interactive dark-themed React dashboard plus a written strategic analysis with 5 data-backed content recommendations. Reads every sheet in the export, builds charts for engagement trend,…

• Post Scorer

  by @charlie947

  Score a LinkedIn post using real performance data. Pulls the user's own post history via Apify (or uses cached data) to identify what actually performs, then scores the draft against those patterns. Use this skill whenever the…

• Post Formatter

  by @charlie947

  Turn a topic into a ready-to-publish LinkedIn post using PAS, AIDA, BAB, STAR, or SLAY frameworks. Up to 20 nonblank lines, mobile-formatted with blank lines between sentences. Use this skill whenever the user says "format this…

• Post Writer

  by @charlie947

  Write LinkedIn posts that match the user's voice system (about-me.md and voice.md). Use this skill whenever the user says "write a post", "draft a post", "LinkedIn post", "post about [topic]", "content idea", or wants help…

• Content Matrix

  by @charlie947

  Generate 24 to 40 LinkedIn post ideas in a single table by pairing the user's content pillars with 8 proven content formats. Based on the Justin Welsh content matrix. Use this skill whenever the user says "give me post ideas",…

• Hithink Finance Data

  by @HiThink-Tech

  用于 Agent 通过 hithink-finance CLI 管理本地 DuckDB：初始化、同步、状态、校验、迁移、修复、清理、删除、只读 SQL、导出；远端实时数据转对应业务 skill。

• Hithink Finance Research

  by @HiThink-Tech

  用于 Agent 通过 hithink-finance CLI 基于已有本地数据做中立研究准备、面板导出、只读 SQL、描述性统计和可复现实证数据集；不用于实时取数、荐股、择时、组合建议或投资结论。

• Hithink Finance Valuation

  by @HiThink-Tech

  用于 Agent 通过 hithink-finance CLI 查询 A 股当前估值快照，包括市盈率、市净率、市销率和市现率；历史估值、ROE 和投资建议不在本 skill 范围。

• Codonfm Finetune

  by @NVIDIA

  Fine-tune public CodonFM Encodon checkpoints on labeled coding-sequence or coding-variant data using LoRA, head-only, or full fine-tuning. Use when a user explicitly asks to fine-tune CodonFM or Encodon for regression or…

• Packaging Youtube Thumbnails

  by @ericosiu

  Use when a user supplies new video content or a channel and wants on-brand YouTube titles, thumbnail concepts, rendered variants, A/B packaging, identity profiling, precise thumbnail revisions, an inline review board, or a…

• Finance Ops

  by @ericosiu

  AI-powered financial analysis suite. Generates executive CFO briefings from QuickBooks exports (P&L, Balance Sheet, General Ledger, Cash Flow, etc.) with anomaly detection, burn rate, runway analysis, and scenario modeling. Also…

• Cold Outbound Optimizer

  by @ericosiu

  Design, analyze, and optimize cold outbound email campaigns for Instantly. Handles end-to-end ICP definition, expert panel scoring (recursive to 90+), sequence copywriting, infrastructure audit, capacity planning, and…

• Shortform Format Library

  by @ericosiu

  Build and maintain a visual short-form format library, evaluate supplied content spikes, and match source-grounded ideas to recording outlines and editing briefs. Use for format discovery, refreshing a swipe page, ranking a…

• Show And Tell Video Slate

  by @ericosiu

  Turn authorized current builds, workflows, dashboards, analytics, and completed work into proof-led founder videos, then rank and combine the strongest filmable artifacts into exact 15-minute long-form slates with strict title…

• Growth Signal Charts

  by @ericosiu

  Select and create Growth Signal chart posts for Instagram, X, and LinkedIn from original content, measured post performance, and primary data. Use the approved Desk Edition style with chart-level sources and PNG/PDF exports. Use…

• X Longform Post

  by @ericosiu

  Write long-form X (Twitter) posts and threads in a founder/CEO voice. Use when drafting X articles, long tweets, thought leadership threads, or viral content. Produces contrarian, data-backed posts with ASCII diagrams and code…

• Deck Generator

  by @ericosiu

  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). Uses Imagen 4.0 API for image…

• Closed Loop Analytics Upgrade

  by @ericosiu

  Upgrade marketing, content, SEO/AEO/GEO, and revenue skills so changes are judged by platform analytics instead of vibes. Use when applying closed-loop learning to X, YouTube, SEO, AEO/GEO, outbound, paid creative, or revenue…

• Sql Best Practices

  by @aiming-lab

  Use this skill when writing SQL queries — selects, joins, aggregations, window functions, or schema modifications. Apply whenever SQL is needed to ensure correctness, safety, and performance.

• Idempotent Script Design

  by @aiming-lab

  Use this skill when writing scripts, cron jobs, data pipelines, or any automated process that may be run multiple times. Design every operation to be safely re-runnable without side effects.

• Visualization Selection

  by @aiming-lab

  Use this skill when creating charts, plots, or dashboards. Choose the visualization type that best communicates the data relationship before writing any plotting code.

• Data Validation First

  by @aiming-lab

  Use this skill before any data analysis, transformation, or modeling. Always inspect and validate the data before drawing conclusions or writing transformations.

• Skill Publish Analytics

  by @ZJU-REAL

  分析发布日志数据，从发布时间、标签效果、内容类型、粉丝增长四个维度归因内容表现，输出可执行的优化建议。 当用户说"发布数据分析""归因分析""什么时间发好""标签效果""内容表现分析""发布日志分析"时使用。 和 skill-social-performance-review 的区别：本 SKILL 从发布日志做四维归因，review 做跨平台月度组合复盘。

• Skill Publish Log

  by @ZJU-REAL

  发布记录管理。当用户提到"记一下刚发的"、"发布记录"、"这个月发了多少"、"发布历史"、 "记录一下"、"发布日志"、"上次发了什么"时触发。支持记录每次发布的内容信息（平台、标题、 链接、时间、初始数据），并提供查询和统计功能，方便后续复盘。

• Graph

  by @agenticnotetaking

  Interactive knowledge graph analysis. Routes natural language questions to graph scripts, interprets results in domain vocabulary, and suggests concrete actions. Triggers on "/graph", "/graph health", "/graph triangles", "find…

• Stats

  by @agenticnotetaking

  Show vault statistics and knowledge graph metrics. Provides a shareable snapshot of vault health, growth, and progress. Triggers on "/stats", "vault stats", "show metrics", "how big is my vault".

• Auto Quant

  by @google-ai-edge

  Systematically explore quantization configurations for a TFLite model using the LiteRT Quantizer API, finding the optimal recipe that balances file size and accuracy. Use this skill whenever the user wants to quantize a model,…

• Apify Product Lookup

  by @davepoon

  Fetch a real product's current price, stock, rating, or images from retailer pages over the Apify MCP server, and return them as typed fields rather than prose. Use when someone asks what a product costs right now, whether it is…

• Bulkpublish Social Scheduling

  by @davepoon

  Schedule, publish and analyze social posts across 15 networks via BulkPublish (MCP or REST) — Facebook, Instagram, X, TikTok, YouTube, Threads, Bluesky, Pinterest, Google Business, LinkedIn, Mastodon, Discord, Telegram, Tumblr,…

• Dexpaprika Api

  by @davepoon

  Access DeFi data from DexPaprika: token prices, liquidity pools, OHLCV, transactions across 34+ blockchains and 30M+ pools. Free, no API key needed. Install MCP: add https://mcp.dexpaprika.com/sse as SSE server, or install…

• Agent Analytics

  by @davepoon

  Analytics your AI agent can actually use. Track, analyze, run A/B experiments, and optimize across all your projects via CLI. Includes a growth playbook so your agent knows HOW to grow, not just what to track.

• Datadog Automation

  by @davepoon

  Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.

• Convertkit Automation

  by @davepoon

  Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.

• Close Automation

  by @davepoon

  Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.

• Agenttrace Session Audit

  by @davepoon

  Audit local AI coding-agent sessions with agenttrace for cost, tokens, tool failures, latency, anomalies, health, diffs, and CI gates.

• Documd Visuals

  by @markdown-viewer

  Create text-driven visuals in Markdown: charts, diagrams, cards, architecture and page layouts. Charts and analytical views (bar, line, pie, heatmap, correlation, regression); reliability and operations (latency, incident,…

• Crypto Toolkit

  by @Netw0rkNoob

  编码解码与加解密工具 — base64/URL/Hex/HTML实体编码解码，MD5/SHA哈希，AES/DES/RSA加解密，JWT解析，Caesar/ROT13密码，栅栏/Vigenere密码，Unicode转义，Morse电码等

• Web Pentest

  by @Netw0rkNoob

  Web应用渗透测试 — 针对Web应用的完整渗透流程，含技术栈识别、目录枚举、认证测试、输入验证、逻辑漏洞

• Redteam Injection Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized general injection testing outside SQL injection, including NoSQL, LDAP, XPath, and expression language injection. Use when a task belongs to the general injection domain and…

• Pdf

  by @foryourhealth111-pixel

  PDF manipulation toolkit. Extract text/tables, create PDFs, merge/split, fill forms, for programmatic document processing and analysis.

• Alpha Vantage

  by @foryourhealth111-pixel

  Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators, and 50+ technical indicators via the Alpha Vantage API. Use when fetching stock prices (OHLCV), company…

• Biopython

  by @foryourhealth111-pixel

  Primary retained Python toolkit for molecular biology sequence work. Preferred for sequence manipulation, FASTA/FASTQ/GenBank parsing, Bio.Entrez, BLAST workflows, alignments, structures, and phylogenetics. For biological…

• Detecting Data Anomalies

  by @foryourhealth111-pixel

  Investigate outliers, rare events, spikes, and suspicious records in datasets. Use as an explicit anomaly-analysis helper when you want concrete anomaly-detection workflow guidance, not generic data validation or end-to-end ML…

• Dask

  by @foryourhealth111-pixel

  Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for larger-than-RAM datasets and parallel workflows.

• Etetoolkit

  by @foryourhealth111-pixel

  Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization (PDF/SVG), for phylogenomics.

• Datacommons Client

  by @foryourhealth111-pixel

  Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demographic data, economic indicators, health statistics, environmental data, or…

• Denario

  by @foryourhealth111-pixel

  Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing research…

• LQF Machine Learning Expert Guide

  by @foryourhealth111-pixel

  LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling, prediction, training, classification, regression, clustering, deep learning,…

• Datavis

  by @foryourhealth111-pixel

  Comprehensive data visualization toolkit for creating beautiful, mathematically elegant visualizations with D3.js, Chart.js, and custom SVG. Use when (1) building interactive data visualizations, (2) designing color palettes for…

• Creating Data Visualizations

  by @foryourhealth111-pixel

  Create analytical charts and plots from existing data. Use for exploratory or reporting visuals such as bars, lines, scatters, and dashboards; not for publication-grade scientific figures or AI-generated schematics.

• Evals Context

  by @foryourhealth111-pixel

  Provides context about the Roo Code evals system structure in this monorepo. Use when tasks mention "evals", "evaluation", "eval runs", "eval exercises", or working with the evals infrastructure. Helps distinguish between the…

• Stock Correlation

  by @himself65

  Analyze stock correlations to find related companies and trading pairs. Use when the user asks about correlated stocks, related companies, sector peers, trading pairs, or how two or more stocks move together. Triggers: "what…

• Stock Liquidity

  by @himself65

  Analyze stock liquidity using bid-ask spreads, volume profiles, order book depth, market impact estimates, and turnover ratios via Yahoo Finance data. Use this skill whenever the user asks about liquidity, trading costs, bid-ask…

• Saas Valuation Compression

  by @himself65

  Analyze SaaS company valuation compression between funding rounds. Use this skill whenever the user asks about: how much a SaaS company's valuation multiple changed between rounds, why the ARR multiple compressed or expanded,…

• Accelerated Computing Cudf

  by @NVIDIA

  Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.

• Deepstream Dev

  by @NVIDIA

  NVIDIA DeepStream SDK development with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based video processing, TensorRT inference integration, object detection/tracking, or Kafka/message broker…

• Deepstream Run Mv3dt

  by @NVIDIA

  Run and operate the DeepStream Multi-View 3D Tracking reference app, also known as MV3DT. Use when the user asks to set up prerequisites, run shipped MV3DT samples, run Multi-View 3D Tracking on custom synchronized MP4 datasets,…

• Data Analytics

  by @markdown-viewer

  Create data pipeline and analytics architecture diagrams using PlantUML syntax with database/analytics stencil icons. Best for ETL pipelines, data lakes, real-time streaming, data warehousing, and BI dashboard design.

• Iot

  by @markdown-viewer

  Create IoT architecture diagrams using PlantUML syntax with device and sensor stencil icons. Best for smart home, industrial IoT (IIoT), fleet management, edge computing, and sensor network layouts.

• Doca Argus

  by @NVIDIA

  Use this skill when the user is deploying or operating the DOCA Argus Service — the packaged BlueField-side runtime-security container that watches the BlueField and attached host for suspicious activity, integrity violations,…

• Amc Run Sample Calibration

  by @NVIDIA

  Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC microservice. Use when user says 'test sample dataset', 'run sample calibration', 'verify AMC install', or 'launch…

• Amc Run Video Calibration

  by @NVIDIA

  Calibrates pre-recorded `cam_*.mp4` datasets through the AutoMagicCalib REST API. Use for user-supplied local MP4s; route live RTSP streams to `amc-run-rtsp-calibration`.

• Infographic

  by @markdown-viewer

  Create template-based infographics with space-separated key-value syntax (NOT YAML). Best for KPI dashboards, timelines, roadmaps, SWOT analysis, funnels, comparisons, and org charts with quick visual impact.

• Vega

  by @markdown-viewer

  Create data-driven charts with Vega-Lite (declarative) and Vega (programmatic). Best for statistical visualization of numeric data — bar, line, scatter, heatmap, area, radar charts, and word clouds.

• Yichen Wecom Local Vault

  by @mcncarl

  Read, decrypt, query, search, and export local WeCom/企业微信 5.x desktop databases on macOS into a private read-only vault. Use when the user asks to parse 企业微信本地数据、企微聊天记录、WeCom/WXWork contacts, sessions, groups, customers, message…

• Golang Graphql

  by @samber

  Implements GraphQL APIs in Golang using gqlgen or graphql-go. Apply when building GraphQL servers, designing schemas, writing resolvers, handling subscriptions, or integrating GraphQL with existing Go HTTP services. Also apply…

• Experiment Results Planning

  by @Norman-bury

  Use when designing experiments, result tables, mock planning data, evaluation protocols, or results sections before real data are final

• Figures Python

  by @Norman-bury

  Use when creating data visualizations for papers - generates publication-quality plots with top-journal color schemes

• Environment Setup

  by @Norman-bury

  Use when Python environment setup is needed for data visualization or conda installation is required

• Html Prototype

  by @plannotator

  Direct-invocation specialist for polished, responsive, self-contained HTML mockups and interactive prototypes grounded in the user's conversation, product context, and design language. Use when the user explicitly invokes…

• Wecomcli Smartsheet

  by @WecomTeam

  企业微信智能表格内容操作技能——专注于智能表格（smartsheet）的数据、结构与样式管理：读取表结构与记录、管理子表/字段/记录/视图/图表，以及修改行列样式（填色/高亮）；记录新增或更新遇到 851003 / no authority 时通过 Webhook 兜底写入。触发条件：用户提到智能表格、企微表格、smartsheet 的内容操作或样式修改，或链接形如…

• Dingtalk Aitable

  by @DingTalk-Real-AI

  钉钉 AI 表格（多维表）业务操作与 CLI 契约评审。只评审 aitable 合成 JSON 回执也必须加载本 Skill；“不要执行线上业务”不等于免除本机离线契约核对，不能按通用 JSON 经验直接作答。评审以用户原文指定的核对入口为准；背景写命令不是额外目标，Agent 自拟的 Skill 参数不得扩大范围。用户给出 aitable 命令、form share 合成回执、dry-run 或询问写入恢复方案时也必须加载本 Skill；这是本机…

• Community Led Growth

  by @MaxMiksa

  Expert in community-led growth (CLG) - leveraging user communities to drive acquisition, retention, and expansion. Covers building developer communities, user groups, ambassador programs, and turning customers into advocates.…

• Deep Analysis

  by @MaxMiksa

  Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews. Provides structured templates for thorough investigation with extended thinking support.

• User Persona Creation

  by @MaxMiksa

  Create detailed user personas based on research and data. Develop realistic representations of target users to guide product decisions and ensure user-centered design.

• Clickhouse Io

  by @WorldFlowAI

  ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

• Ai Core

  by @TanStack

  Entry point for TanStack AI skills. Routes to chat-experience, tool-calling, media-generation, structured-outputs, adapter-configuration, ag-ui-protocol, middleware, locks, custom-backend-integration, and debug-logging, plus the…

• Ai Persistence/Build Drizzle Adapter

  by @TanStack

  Use when an app already runs Drizzle ORM and needs TanStack AI chat persistence — writes a chat-persistence.ts into the app against its existing db handle, schema file, and drizzle-kit journal. Covers the four tables…

• Ai Persistence/Build Prisma Adapter

  by @TanStack

  Use when an app already runs Prisma and needs TanStack AI chat persistence — writes a chat-persistence.ts into the app against its existing PrismaClient and schema.prisma. Covers the four models, BigInt timestamps,…

• Alphagenome Single Variant Analysis

  by @google-deepmind

  Analyzes genetic variant effects on gene expression (RNA-seq), chromatin accessibility (DNASE), histone marks (ChIP), and transcription factors using the AlphaGenome API. Use when the user asks about non-coding variant effects,…

• Gnomad Database

  by @google-deepmind

  Query the Genome Aggregation Database (gnomAD). Use when determining the rarity or allele frequency of specific genetic variants, retrieving gene constraint metrics (pLI, LOEUF) to assess loss-of-function intolerance, finding…

• Alphafold Database Fetch And Analyze

  by @google-deepmind

  Retrieve and analyze AlphaFold predicted structures for a protein. Use when the user provides a specific UniProt Accession ID and wants structural confidence metrics (pLDDT), domain boundary analysis, or disorder assessment. Do…

• Unibind Database

  by @google-deepmind

  Queries the UniBind database for experimentally validated transcription factor (TF) binding sites. Use when retrieving direct TF-DNA interaction datasets, downloading binding site coordinates (BED/FASTA) for local analysis, or…

• Comet Verify

  by @rpamis

  验证 Classic change 并记录结果。在用户调用 /comet-verify，或 Classic Runtime 进入 Verify 时使用。

• Comet Memory

  by @rpamis

  使用于 Comet 需要根据有界语义评审包判断是否值得保存个人记忆、候选、更新、遗忘或跳过时。

• Annotation Data

  by @SharpAI

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

• Model Training

  by @SharpAI

  Agent-driven YOLO fine-tuning — annotate, train, export, deploy

• Bio Copy Number Cnv Visualization

  by @FreedomIntelligence

  Visualize copy number profiles, segments, and compare across samples. Create publication-quality plots of CNV data from CNVkit, GATK, or other callers. Use when creating genome-wide CNV plots, sample heatmaps, or…

• Bio Clinical Databases Myvariant Queries

  by @FreedomIntelligence

  Query myvariant.info API for aggregated variant annotations from multiple databases (ClinVar, gnomAD, dbSNP, COSMIC, etc.) in a single request. Use when annotating variants with clinical and population data from multiple sources…

• Bio Crispr Screens Crispresso Editing

  by @FreedomIntelligence

  CRISPResso2 for analyzing CRISPR gene editing outcomes. Quantifies indels, HDR efficiency, and generates comprehensive editing reports. Use when analyzing amplicon sequencing data from CRISPR editing experiments to assess…

• Bio Crispr Screens Base Editing Analysis

  by @FreedomIntelligence

  Analyzes base editing and prime editing outcomes including editing efficiency, bystander edits, and indel frequencies. Use when quantifying CRISPR base editor results, comparing ABE vs CBE efficiency, or assessing prime editing…