Data Analysis AI agent skills

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

• Pp Coingecko

  by @mvanhorn

  Printing Press CLI for Coingecko. CoinGecko public API for cryptocurrency data. Free tier, no API key required for basic endpoints.

• Data Client Vue

  by @reactive

  Use @data-client/vue composables for data fetching, mutations, and rendering - useSuspense, useFetch, useQuery, useCache, useLive, useDLE, useSubscription, useController, useLoading, useDebounce, DataClientPlugin, Suspense,…

• Data Client Manager

  by @reactive

  Implement @data-client Managers for global/background side effects - websocket, SSE, polling, real-time updates, subscriptions, logging, analytics, metrics/timing, error reporting (Sentry), toast notifications, refetch on window…

• Product Launch

  by @cbrock84

  Takes something built and gets it into the market — tiering the launch to match what it actually warrants, sequencing internal readiness before external announcement, preparing sales and support to answer the questions it…

• Process Design

  by @cbrock84

  Designs, documents, and fixes operational processes — mapping the current state, finding where work actually stalls, redesigning the flow, and building controls that hold. Use this when the same failure keeps recurring, when a…

• Chief Marketing Officer

  by @cbrock84

  Owns brand, demand generation, content, communications, and how the market understands what the business does. Use this to set marketing strategy, allocate budget across channels, decide positioning and messaging, judge whether…

• Capacity And Demand Planning

  by @cbrock84

  Matches operational capacity to expected demand — forecasting load, sizing teams and systems, managing queues, and deciding when to add capacity. Use this to plan staffing for expected volume, diagnose a queue that keeps…

• Pp Art Goat

  by @mvanhorn

  OmniMuseum aggregator for a daily contemplative art practice — eight open-access museum and astronomy APIs as one local corpus. Trigger phrases: `sit with a piece of art`, `today's piece of art`, `what's APOD`, `browse art…

• Pp American Reindustrialization

  by @mvanhorn

  Browse, slice, and analyze the curated American Reindustrialization directory — with diffs, geo clusters, sector... Trigger phrases: `look up american reindustrialization companies`, `find reindustrialization jobs`, `browse…

• Pp Amazon Orders

  by @mvanhorn

  Walk your Amazon order history offline — every order, item, shipment, and dollar in a local SQLite store no other... Trigger phrases: `where is my Amazon order`, `what did I spend on Amazon this month`, `find that thing I…

• Pp Apify

  by @mvanhorn

  Every Apify platform feature, plus a local SQLite store, cross-Actor search, novelty diffing, cost-aware runs, and... Trigger phrases: `scrape twitter for AI mentions`, `run apify actor`, `what's new in my reddit scraper`,…

• Pp Apartments

  by @mvanhorn

  The apartment-hunt CLI that actually works in 2026 — Surf-cleared bot protection plus a local SQLite store the website itself doesn't have. Trigger phrases: `find apartments in <city>`, `watch apartment listings for <area>`,…

• Pp Amazon Jobs

  by @mvanhorn

  Every Amazon.jobs feature, plus a local job store, new-since diffing, and aggregation Amazon's own site can't do — no login required. Trigger phrases: `find amazon jobs`, `search amazon.jobs for`, `new amazon reqs since…

• Pp Blu Ray

  by @mvanhorn

  The disc-collector's CLI for Blu-ray.com — offline catalog, live deals, and a price-drop watchlist with zero account required. Trigger phrases: `blu-ray`, `bluray`, `4k uhd`, `disc collection`, `blu-ray deal`, `price drop alert…

• Pp Bird

  by @mvanhorn

  Terminal-native CLI for Bird's Conversations and SMS APIs with offline search, batch reconcile, and a local SQLite mirror. Trigger phrases: `send an SMS via Bird`, `audit Bird message delivery`, `search Bird conversations`,…

• Pp Apple Docs

  by @mvanhorn

  Every Apple framework, indexed locally, with deprecation analysis and an MCP server no other Apple-docs tool has. Trigger phrases: `look up an Apple API`, `what's deprecated in iOS`, `find a SwiftUI symbol`, `port this from…

• Pp Beehiiv

  by @mvanhorn

  Sync your Beehiiv audience to a local database and answer growth questions offline in one command. Trigger phrases: `check my beehiiv growth`, `subscriber sources`, `which send time works best`, `compare my publications`,…

• Pp Azure Devops

  by @mvanhorn

  The fastest Azure DevOps CLI — offline-first, agent-native Trigger phrases: `show my Azure DevOps work items`, `check my ADO pull requests`, `what's the sprint velocity`, `which PRs need my review`, `check Azure DevOps pipeline…

• Pp Ars Sicilia

  by @mvanhorn

  L'unica CLI per il portale dell'Assemblea Regionale Siciliana: cerca Trigger phrases: `ars sicilia`, `assemblea regionale siciliana`, `disegni di legge sicilia`, `interrogazioni ars`, `mozioni siciliane`, `resoconti aula…

• Pp Atlas Obscura

  by @mvanhorn

  Every Atlas Obscura search, plus a local database, road-trip corridor routing Trigger phrases: `weird places near me`, `atlas obscura`, `hidden gems along my route`, `offbeat things to do in`, `unusual places to visit`, `use…

• Pp Apple Search Ads

  by @mvanhorn

  Every Apple Search Ads feature, plus local cost analytics, bid optimization Trigger phrases: `check my Apple Search Ads campaigns`, `list ASA keywords`, `optimize Apple Ads bids`, `apple search ads report`, `use…

• Pp Algolia

  by @mvanhorn

  Every Algolia feature, plus offline search and a local database no other Algolia tool has. Trigger phrases: `search my Algolia index`, `list my Algolia indices`, `check Algolia API keys`, `find stale Algolia rules`, `compare…

• Pp Axs

  by @mvanhorn

  SRAM AXS CLI for bikes, components, registrations, ride activities, and synced component-summary analytics. Trigger phrases: `list my SRAM components`, `register a SRAM component`, `show my AXS garage`, `my recent AXS rides`,…

• Pp Authentik

  by @mvanhorn

  Agent-native admin CLI for authentik identity provider with offline SQLite cache and an MCP server for Claude Desktop. Trigger phrases: `audit authentik users`, `list authentik tokens`, `check authentik health`, `use authentik`,…

• Pp Agentpool

  by @mvanhorn

  Use the Printing Press companion for AgentPool to inspect official capacity signals, run privacy-safe diagnostics, and delegate to the official agentpool CLI.

• Pp Amplitude

  by @mvanhorn

  Printing Press CLI for Amplitude. Read-first Amplitude Analytics API surface for exports, cohorts, events, users, and chart-style analytics queries.

• Pp Airflow Admin

  by @mvanhorn

  Printing Press CLI for Airflow Admin. Focused read-first API surface for inspecting Apache Airflow DAGs, DAG runs, task instances, pools, variables

• Pp Ashby

  by @mvanhorn

  Printing Press CLI for Ashby. Unauthenticated, read-only access to currently published postings on a named Ashby job board.

• Pp Amazon Ads

  by @mvanhorn

  Printing Press CLI for Amazon Ads reports, profitability analytics, keyword optimization, and guarded automation.

• Complete Todo

  by @openakita

  Mark the plan as completed and generate a summary report. Call when ALL steps are done. Returns execution summary with success/failure statistics.

• Get Memory Stats

  by @openakita

  Get memory system statistics including total count and breakdown by type. When you need to check memory usage or understand memory distribution.

• Vibe Project Builder

  by @omnimind-ai

  Build a standalone phone-first HTML App with an SVG icon, Xiaowan skill, Agent-callable tools, reusable connectors, real data paths, and optional SQLite, then validate, publish, and add it to the Android home screen as an…

• Openakita/Skills@Pdf

  by @openakita

  Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding…

• Openakita/Skills@Apify Scraper

  by @openakita

  Web data extraction using 55+ Apify Actors for AI-driven scraping. Supports Instagram, Facebook, TikTok, YouTube, Google, and more. Auto-selects best Actor for the task. Structured output in JSON/CSV with rate limiting and…

• Market Research

  by @xu-xiang

  开展市场研究、竞争分析、投资者尽职调查和行业情报收集，提供来源引用和决策导向的总结。适用于用户需要市场规模测算、竞争对手比较、基金研究、技术扫描或为业务决策提供信息支持的研究场景。

• Wecomcli Smartsheet

  by @Pinvou

  何时用:仅当用户明确指向企业微信『智能表格』(内容/结构/样式操作)或提供 doc.weixin.qq.com/smartsheet/ 链接时使用;泛指做表格默认先按消歧确认,在线表格走 wecomcli-sheet。智能表格数据、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,修改行列样式;851003 时 Webhook 兜底写入。

• Perf Baseline Manager

  by @composio-community

  Use when managing perf baselines, consolidating results, or comparing versions. Ensures one baseline JSON per version.

• Perf Investigation Logger

  by @composio-community

  Use when appending structured perf investigation notes and evidence.

• Django Verification

  by @xu-xiang

  Django项目的验证循环：迁移、代码检查、带覆盖率的测试、安全扫描，以及在发布或PR前的部署就绪检查。

• Postgres Patterns

  by @xu-xiang

  PostgreSQL 数据库模式，涵盖查询优化、架构设计、索引和安全。基于 Supabase 最佳实践。

• Clickhouse Io

  by @xu-xiang

  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。

• Clickhouse Io

  by @xu-xiang

  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。

• Databricks Python Sdk

  by @databricks-solutions

  Databricks development guidance including Python SDK, Databricks Connect, CLI, and REST API. Use when working with databricks-sdk, databricks-connect, or Databricks APIs.

• Litbase

  by @aipoch

  Academic paper reading and research development system for biomedical researchers. Finds papers via Semantic Scholar, reads with structured notes, tracks discussion insights, and synthesizes literature into a Research Foundation…

• Tf Target Gene Regulatory Network

  by @aipoch

  Use when analyzing transcription factor (TF) regulatory networks using Dorothea database. Input gene list, identify regulating transcription factors, generate TF-Target network visualization. For: transcription factor enrichment…

• Univariate Multivariable Cox Regression

  by @aipoch

  Use when running prognostic survival analysis on a clinical cohort with time-to-event data to estimate univariate and multivariable Cox proportional hazards models, export result tables, and generate forest plots. NOT for:…

• Svm Model Importance Analysis

  by @aipoch

  Use when you need a standardized R CLI workflow to run two-class SVM-RFE feature ranking on an expression-like matrix, choose an informative feature count from cross-validated error, and generate reproducible ranking and error…

• Drug Target Evidence Landscape

  by @aipoch

  Organizes the evidence and competitive landscape around a drug, target, or pathway by separating disease relevance, tractability, preclinical evidence, clinical evidence, modality fit, and crowding. Always map what is…

• Wgcna Analysis

  by @aipoch

  Use when building a weighted gene co-expression network from a bulk expression matrix and a sample group file, filtering variable genes by MAD, identifying co-expression modules with WGCNA, correlating modules with traits, and…

• Umap Tsne Analysis

  by @aipoch

  Use when performing sample-level dimensionality reduction and visualization on abundance or OTU-style matrices with a companion group file, generating UMAP and/or t-SNE coordinates and plots for group separation assessment. NOT…

• Novelty Vs Feasibility Assessor

  by @aipoch

  Assesses whether a medical research topic is worth starting now by separating true novelty from pseudo-novelty, auditing real feasibility under stated resource constraints, and forcing a concrete start / narrow / redesign / stop…

• Methods Reverse Engineer

  by @aipoch

  Reverse-engineers the methods section of a biomedical paper into a structured, reproducible workflow. Use this skill when a user wants to understand how a study was actually executed, extract data sources, inclusion/exclusion…

• Disease Mechanism Evidence Map

  by @aipoch

  Systematically maps mechanism evidence for a disease from molecules to pathways, cell types, tissues, biological consequences, and clinical phenotypes. Always use this skill when a user needs a layered mechanism evidence chain…

• Clinical Question Clarifier

  by @aipoch

  Clarifies a vague clinical or biomedical research idea into a structured, bounded, searchable, researchable, and testable question. Always use this skill whenever a user has an early-stage clinical or research thought, an…

• Time Dependent Roc

  by @aipoch

  Use when performing time-dependent ROC curve analysis for survival data with follow-up time, event status, and a numeric marker. Supports CSV/TXT/TSV/Excel input, `risk_score` as the default marker unless `--marker_col` is…

• Bulk Omics Integrative Planner

  by @aipoch

  Designs complete integrated research plans for bulk transcriptomics, proteomics, metabolomics, and related omics from a user-provided biomedical direction. Always use this skill whenever a user wants to design, scope, or…

• Animal And Cell Validation Planner

  by @aipoch

  Designs cell-based and animal-based validation plans that translate computational, omics, biomarker, genetic, or clinical findings into experimentally testable validation routes. Always use this skill whenever a user wants to…

• Multi Database Literature Collector

  by @aipoch

  Collects candidate biomedical literature across multiple databases, adapts search logic by database, preserves source metadata, and organizes results into a structured, screening-ready candidate pool. Always use this skill when…

• Paper To Claim Verifier

  by @aipoch

  Verifies whether a scientific or biomedical claim is actually supported by the cited original papers rather than by citation drift, overstatement, selective citation, or correlation-to-causation inflation. Use this skill…

• Topic Evidence Mapper

  by @aipoch

  Rapidly maps the evidence landscape around a medical topic by organizing major research streams, target populations, endpoints, methods, evidence density, and thin areas. Use this skill BEFORE medical-research-gap-finder — it…

• Evidence Level Ranker

  by @aipoch

  Ranks papers by evidence family, methodological quality tier, validation depth, and claim discipline; assigns anchor, context-setting, mechanistic support, or caution citation roles; prevents prestige-based or design-label-based…

• Bidirectional Multi Phenotype Mr Research Planner

  by @aipoch

  Generates complete bidirectional multi-phenotype Mendelian randomization research designs from a user-provided exposure family and outcome family. Always use this skill whenever a user wants to design, plan, or build a…

• Bioinformatics Translational Opportunity Finder

  by @aipoch

  Identifies translationally meaningful paths for bioinformatics findings by mapping omics or computational discoveries to diagnosis, stratification, prognosis, treatment-response, monitoring, or target-nomination use cases, while…

• Biomarker Landscape Scanner

  by @aipoch

  Scans the biomarker landscape of a disease area by biomarker type, clinical/research use case, evidence layer, validation status, and maturity level. Use this skill when a user wants a field-level biomarker evidence map rather…

• Active Comparator Single Soc Faers Safety Comparison

  by @aipoch

  Generates complete FAERS pharmacovigilance study designs for multi-drug or class-level safety comparison inside one predefined SOC or AE family using active comparators, disproportionality analysis, subgroup characterization,…

• Basic Discovery Translational Opportunity Finder

  by @aipoch

  Finds translational opportunities that connect basic-research discoveries to clinically meaningful use cases such as diagnosis, stratification, prognosis, treatment response prediction, monitoring, or therapeutic development.…

• Medical Topic Saturation And Whitespace Checker

  by @aipoch

  Maps whether a biomedical research topic, subtopic, or study angle is truly saturated, superficially crowded, strategically occupied, or still open for differentiated entry. Use this skill when a user wants to know whether a hot…

• Population Gap Detector

  by @aipoch

  Detects overlooked, underrepresented, weakly resolved, or poorly validated populations and subgroups within a biomedical research area so users can identify more precise and meaningful study populations. Always use this skill…

• Contradictory Findings Resolver

  by @aipoch

  Explains why studies on the same biomedical topic reach different or opposing conclusions by auditing differences in population, endpoint definition, sample source, assay or platform, study design, statistical model, adjustment…

• Unmet Clinical Need Extractor

  by @aipoch

  Extracts concrete unmet clinical needs from guidelines, reviews, real-world studies, and clinical-practice evidence. Use this skill when a user wants to turn broad medical research value into specific clinical pain points such…

• Method Gap Detector

  by @aipoch

  Detects methodological gaps across study design, analysis, validation, bias control, reproducibility, and implementation readiness within a biomedical research area. Use this skill when a user wants to identify what current…

• Figure First Paper Reader

  by @aipoch

  Reads a paper figure by figure before re-integrating the full narrative, so the user can identify the core findings quickly and check whether each visual actually supports the authors' main claims. Always separate figure…

• Aim And Hypothesis Designer

  by @aipoch

  Designs primary aims, secondary aims, and testable hypotheses from broad biomedical research ideas. Use this skill when a user needs to convert a loose study idea into a tighter protocol-framing structure with clear aim…

• Result Reliability Checker

  by @aipoch

  Assesses whether study results are trustworthy by auditing design integrity, sample structure, statistical handling, bias control, validation chain, and claim discipline. It identifies where results are robust, fragile, overfit,…

• High Value Paper Screener

  by @aipoch

  Quickly judges whether a biomedical paper is worth deep reading by screening for question fit, design quality, sample adequacy, methodological novelty, and reproducibility value.

• Medical Research Literature Reader Pro

  by @aipoch

  A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic experimental backgrounds. Use this skill whenever a user wants to read, analyze, critique, or interpret a…

• Study Design Identifier

  by @aipoch

  Identifies the real underlying study design used in a medical or biomedical paper, distinguishes primary and secondary design components when papers are hybrid, and converts the paper into an evidence-aware design label suitable…

• Preprint Surveillance Finder

  by @aipoch

  Tracks the latest preprints and emerging research topics related to your topic across bioRxiv, medRxiv, and arXiv. Use when a user wants to discover what is being published right now before it reaches journals, monitor…

• Medical Research Gap Finder

  by @aipoch

  Identifies real, evidence-audited, topic-specific research gaps in medical research by first retrieving and verifying literature from trusted sources, then mapping the current evidence landscape, rejecting pseudo-gaps, and…

• Case Control Study Planner

  by @aipoch

  Design a structured case-control study framework with explicit source population logic, control selection rules, matching decisions, exposure measurement planning, and bias-control checkpoints.

• Mendel

  by @aipoch

  Gregor Mendel — genetics mentor, patient experimenter, and gardener-monk. Trigger this skill when users ask about genetics, heredity, inheritance patterns, Mendelian laws, dominant/recessive traits, gene segregation, independent…

• Bianque

  by @aipoch

  Evidence-based medical knowledge and research mentor grounded in the Bian Que tradition. Covers clinical reasoning, diagnostic thinking (望闻问切), pharmacology, pathology, differential diagnosis, medical literature appraisal, and…

• Biomedical Search Strategy Builder

  by @aipoch

  Builds professional search strategies for PubMed, Embase, Web of Science, and similar databases. Use when a user needs to construct a MeSH-based Boolean query, design a systematic review search, expand a concept with synonyms,…

• Replica Architect

  by @Jakeschincariol

  Plans the stack, database schema and API for an app clone, from the recon map replica-recon wrote. Picks boring, managed tech, turns the inferred data model into real SQL with indexes and access rules, lists every route by flow,…

• Replica Build

  by @Jakeschincariol

  Rebuilds an app screen by screen from the recon map: app shell first, then the core flow as a vertical slice, then every screen with all its states, ticking off the feature matrix as it goes. Writes every line fresh, never the…

• Benchmark Video Search

  by @NVIDIA-AI-Blueprints

  Measure retrieval quality and latency of a deployed VSS search profile by ingesting a labelled dataset and running the vss CLI across retrieval paths. Use when the user asks to "benchmark video search", "compare search recall…

• Roc Diagnostic Performance

  by @aipoch

  Use when evaluating diagnostic biomarker performance from case-control expression data with logistic regression and ROC curves, exporting coefficient and AUC tables together with a ROC PDF. NOT for: survival analysis,…

• Elastic Net Feature Selection

  by @aipoch

  Use when selecting predictive genes or other molecular features from bulk expression matrices for binary case-vs-control classification with elastic net logistic regression, including coefficient path and cross-validation plots.…

• Rf Model Importance Analysis

  by @aipoch

  Use when you need a standardized R CLI workflow to train a two-class random forest model from an expression-like feature matrix, rank variable importance, and generate reproducible error and importance plots. NOT for regression…

• Nomogram Construction

  by @aipoch

  Use when constructing a prognosis nomogram from survival-related clinical predictors, exporting the nomogram bundle and C-index table, and optionally rendering the final nomogram PDF. NOT for: univariate/multivariable Cox…

• Lasso Logistics Analysis

  by @aipoch

  Use when building a binary classification model from an expression matrix or other omics feature matrix with LASSO logistic regression, cross-validation, and coefficient path visualization. NOT for: multiclass classification,…

• Cibersort Immune Infiltration Analysis

  by @aipoch

  Use when estimating relative immune cell infiltration from a bulk expression matrix with a CIBERSORT-style nu-SVR deconvolution workflow based on an LM22 signature matrix, comparing one case group against one control group, and…

• Consensus Clustering Analysis

  by @aipoch

  Use when identifying stable sample subtypes from bulk expression matrices with ConsensusClusterPlus, including PAC-based model selection and consensus matrix/CDF visualization. NOT for: differential expression analysis,…

• Immune Pathway Analysis

  by @aipoch

  Run immune pathway GSVA or ssGSEA analysis from a bulk expression matrix, a sample group file, and a local immune Reactome gene-set table, then export differential pathway results and a heatmap for two-group comparison.

• Hierarchical Clustering Plot

  by @aipoch

  Use when building a sample-level hierarchical clustering dendrogram from a bulk expression matrix and sample annotation table, especially for QC, batch inspection, or sample similarity assessment. Trigger keywords: hierarchical…

• External Model Validation

  by @aipoch

  Use when validating an existing prognostic risk signature on an external bulk expression cohort with survival outcomes, producing risk scores, Kaplan-Meier curves, risk distribution plots, heatmap, and time-dependent ROC curves.…

• Batch Effect Correction

  by @aipoch

  Use when correcting batch effects in merged bulk expression matrices with sample-level batch metadata while preserving biological group structure and generating before-and-after QC plots. NOT for: single-cell integration, raw…

• Gsva Analysis And Visualization

  by @aipoch

  Use this skill to run GSVA or ssGSEA pathway-level differential analysis from a bulk expression matrix and a sample group file, then generate a heatmap from the saved GSVA result object. Trigger keywords: GSVA, ssGSEA, pathway…

• Ssgsea Immune Infiltration Analysis

  by @aipoch

  Use when estimating immune infiltration from bulk RNA-seq expression matrices with ssGSEA/GSVA, comparing case versus control groups, and generating downstream immune-score visualizations. NOT for single-cell RNA-seq, absolute…

• Estimate Immune Score Analysis

  by @aipoch

  Use this skill to compute ESTIMATE immune-related microenvironment scores from a bulk expression matrix, generate an ESTIMATE score heatmap, and optionally generate group-wise ESTIMATE score boxplots plus significance tables…