Data & Analytics
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
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thedixitjain Bundle Timesfm ForecastingZero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy, vitals, weather) without training a custom model. Supports CSV/DataFrame/array inputs with point forecasts and prediction intervals. Includes a preflight system checker script to verify RAM/GPU before first use.
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thedixitjain Skill Cc Skill Clickhouse IoClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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thedixitjain Bundle Cursor Usage Analytics'Track and analyze Cursor usage metrics via admin dashboard: requests, model usage, team productivity, and cost optimization. Triggers on "cursor analytics", "cursor usage", "cursor metrics", "cursor reporting", "cursor dashboard", "cursor ROI". '
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hashgraph-online Bundle Django Query ProfilingFind the Django ORM code and request path responsible for slow SQL by using APM traces, slow query logs, Django Debug Toolbar, query logging, and local reproduction. Use when a Django database performance issue is suspected but the exact queryset, view, serializer, template, or job causing it is not yet proven.
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athola Bundle Github Initiative PulseGenerates markdown digests and CSV exports for GitHub initiative health. Use when reporting on issue/PR progress across a milestone or project.
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thedixitjain Bundle Convert Excel To MdConverts Excel (.xlsx) workbooks into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever the user shares, references, or asks about a .xlsx file — even if they don''t say "convert" or "markdown" explicitly. This includes requests to "read", "summarize", "review", "extract data from", "compare", "chart", or "analyze" a spreadsheet, workbook, budget, data export, or tracker. Always run the bundled conversion script to produce Markdown first; do not attempt to parse .xlsx content directly or write ad-hoc extraction code. Also use this skill for batch requests involving a whole folder of Excel workbooks. IMPORTANT: When the user references a folder or set of documents containing multiple file types (.pdf, .docx, .xlsx), invoke ALL three sibling skills — convert-pdf-to-md, convert-word-to-md, and convert-excel-to-md — so...
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thedixitjain Skill Excel Macro Creator'Create excel macro creator operations. Auto-activating skill for Business Automation. Triggers on: excel macro creator, excel macro creator Part of the Business Automation skill category. Use when working with excel macro creator functionality. Trigger with phrases like "excel macro creator", "excel creator", "excel". '
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nousresearch Bundle Darwinian EvolverEvolve prompts/regex/SQL/code with Imbue's evolution loop.
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thedixitjain Skill Jama Study DesignUse when locking the study design and internal-validity safeguards for a JAMA clinical manuscript (RCT, cohort, diagnostic, or systematic review). Strengthens design choices; it does NOT pick the reporting checklist or run the statistics.
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thedixitjain Skill Django SecurityDjango security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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hashgraph-online Bundle Attribute CreationGuides you step-by-step through defining a calculated attribute (dimension) on a Honeydew entity. Covers SQL expression building and pushes to Honeydew via the MCP tools.
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thedixitjain Skill Alchemy Core Workflow A'Build a complete wallet portfolio tracker using Alchemy Enhanced APIs. Use when implementing token balance dashboards, NFT galleries, transaction history views, or wallet analytics applications. Trigger: "alchemy wallet tracker", "alchemy portfolio", "alchemy token dashboard", "alchemy transaction history", "build dApp with alchemy". '
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thedixitjain Skill Algolia Webhooks Events'Implement Algolia Insights API for click/conversion tracking, search analytics, and real-time event-driven index updates via database change listeners. Trigger: "algolia events", "algolia analytics", "algolia insights", "algolia click tracking", "algolia conversion", "algolia event tracking". '
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thedixitjain Skill Cohort Analysis Creator'Create cohort analysis creator operations. Auto-activating skill for Data Analytics. Triggers on: cohort analysis creator, cohort analysis creator Part of the Data Analytics skill category. Use when working with cohort analysis creator functionality. Trigger with phrases like "cohort analysis creator", "cohort creator", "cohort". '
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jeremylongshore Skill Snowflake Common Errors'Diagnose and fix common Snowflake errors and SQL compilation failures. Use when encountering Snowflake error codes, failed queries, authentication issues, or warehouse/connection problems. Trigger with phrases like "snowflake error", "fix snowflake", "snowflake not working", "snowflake SQL error", "snowflake 002003". '
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thedixitjain Skill SQL Migration Generator'Generate sql migration generator operations. Auto-activating skill for Backend Development. Triggers on: sql migration generator, sql migration generator Part of the Backend Development skill category. Use when working with sql migration generator functionality. Trigger with phrases like "sql migration generator", "sql generator", "sql". '
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jeremylongshore Bundle Portaljs Add DatasetAdd a dataset (CSV, TSV, JSON, or GeoJSON) to an existing PortalJS portal. Appends an entry to datasets.json so the catalog and showcase render it automatically; routes the data by source (local file vs remote URL) — R2 via Git LFS by default, remote URLs by passthrough. Use when registering a new dataset in a scaffolded portal.
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jeremylongshore Skill Linktree Core Workflow B'Execute Linktree secondary workflow: Analytics & Insights. Trigger: "linktree analytics & insights", "secondary linktree workflow". '
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thedixitjain Skill Sendgrid AutomationAutomate SendGrid email delivery workflows including marketing campaigns (Single Sends), contact and list management, sender identity setup, and email analytics through Composio's SendGrid toolkit.
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hashgraph-online Bundle Codex Usage TrackerUse when the user asks about Codex token usage, model/reasoning efficiency, usage dashboards, CSV exports, or per-session/per-turn Codex usage stats from local logs.
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thedixitjain Bundle Clickhouse Data Handling| Handle data lifecycle in ClickHouse — TTL expiration, data deletion (GDPR), column-level encryption, and audit logging with real ClickHouse SQL. Use when implementing data retention, fulfilling GDPR/CCPA deletion requests, or managing sensitive data in ClickHouse. Trigger with "clickhouse data retention", "clickhouse TTL", "clickhouse GDPR", "delete data clickhouse", "clickhouse data lifecycle", "clickhouse PII".
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jeremylongshore Skill Snowflake Known Pitfalls'Identify and avoid Snowflake anti-patterns and common mistakes in SQL, warehouse management, data loading, and access control. Use when reviewing Snowflake configurations, onboarding new users, or auditing existing Snowflake deployments for best practices. Trigger with phrases like "snowflake mistakes", "snowflake anti-patterns", "snowflake pitfalls", "snowflake what not to do", "snowflake code review". '
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jeremylongshore Bundle Langfuse Cost Tuning'Monitor and optimize LLM costs using Langfuse analytics and dashboards. Use when tracking LLM spending, identifying cost anomalies, or implementing cost controls for AI applications. Trigger with phrases like "langfuse costs", "LLM spending", "track AI costs", "langfuse token usage", "optimize LLM budget". '
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thedixitjain Bundle Senior Data ScientistWorld-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testing (sample sizing, two-proportion z-tests, Bonferroni correction), difference-in-differences, feature engineering pipelines (Scikit-learn, XGBoost), cross-validated model evaluation (AUC-ROC, AUC-PR, SHAP), and MLflow experiment tracking — using Python (NumPy, Pandas, Scikit-learn), R, and SQL. Use when designing or analysing controlled experiments, building and evaluating classification or regression models, performing causal analysis on observational data, engineering features for structured tabular datasets, or translating statistical findings into data-driven business decisions.
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jeremylongshore Skill Fireflies Core Workflow B'Search across Fireflies.ai transcripts, use AskFred AI, and build meeting analytics. Use when searching meeting history, querying Fred AI assistant, or aggregating meeting data for reports. Trigger with phrases like "fireflies search", "ask fred", "fireflies analytics", "search meetings", "fireflies AskFred". '
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thedixitjain Skill Googleads AutomationAutomate Google Ads analytics tasks via Rube MCP (Composio): list Google Ads links, run GA4 reports, check compatibility, list properties and accounts. Always search tools first for current schemas.
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thedixitjain Bundle Chief Data Officer AdvisorChief Data Officer advisory for startups: AI training data rights and consent provenance, data product strategy (warehouse vs lakehouse vs mesh, build-vs-buy), B2B customer-data-as-asset valuation and M&A readiness, data team org evolution. Use when deciding whether to train models on customer data, choosing data architecture, valuing data for fundraising or M&A, sequencing data hires, or when user mentions CDO, chief data officer, data strategy, data mesh, lakehouse, training data, data product, data monetization, or customer data asset. NOT a tactical data engineering skill — strategic decisions only.
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thedixitjain Skill Vis Topic SelectionUse when deciding whether a project belongs at IEEE VIS or should be routed to EuroVis, PacificVis, CHI, a graphics venue, or the IEEE TVCG journal track, and when choosing among the six VIS areas (Theoretical & Empirical, Applications, Systems & Rendering, Representations & Interaction, Data Transformations, Analytics & Decisions) by contribution type and evidence maturity.
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thedixitjain Skill Regression Analysis Helper'Configure with regression analysis helper operations. Auto-activating skill for Data Analytics. Triggers on: regression analysis helper, regression analysis helper Part of the Data Analytics skill category. Use when working with regression analysis helper functionality. Trigger with phrases like "regression analysis helper", "regression helper", "regression". '
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composiohq Skill Customerio AutomationAutomate customer engagement workflows including broadcast triggers, message analytics, segment management, and newsletter tracking through Customer.io via Composio
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hashgraph-online Bundle Django Query Plan ReadingRead and compare Django/PostgreSQL query execution plans using QuerySet.explain(), EXPLAIN, EXPLAIN ANALYZE, scan types, joins, estimates, actual timing, buffers, and row counts. Use when one SQL query dominates Django latency or when an index, ORM rewrite, pagination change, or materialized view needs proof from a query plan.
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thedixitjain Bundle Exploratory Data AnalysisPerform bounded, local exploratory analysis of explicitly supported scientific files. Use for redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, FASTA/FASTQ, and basic image metadata inspection; missingness/leakage audits; outlier and transformation sensitivity; and rigorous EDA report scaffolds. Other domain formats are reference-only and unknown formats fail closed.
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thedixitjain Skill Googlebigquery AutomationAutomate Google BigQuery tasks via Rube MCP (Composio): run SQL queries, explore datasets and metadata, execute MBQL queries via Metabase integration. Always search tools first for current schemas.
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jeremylongshore Bundle Langchain Webhooks Events"Dispatch LangChain 1.0 chain/agent events to external systems \u2014\ \ webhooks, Kafka,\nRedis Streams, SNS \u2014 via async fire-and-forget callbacks,\ \ subgraph-aware wiring,\nand HMAC-signed delivery with idempotency keys. Use when\ \ firing webhooks on tool\ncalls, pushing telemetry to Kafka / Redis Streams, or\ \ fanning progress to multiple\nsubscribers without blocking the chain.\nTrigger\ \ with \"langchain webhook\", \"langchain event dispatch\", \"langchain callback\ \ kafka\",\n\"langchain pubsub\", \"langchain per-tool webhook\", \"BaseCallbackHandler\ \ webhook\",\n\"on_tool_end webhook\", \"langchain analytics event\".\n"
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sickn33 Bundle Postgres Readonly QueriesExecute safe read-only SQL queries against PostgreSQL databases with multi-connection support and defense-in-depth write protection.
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thedixitjain Skill Report Template Generator'Generate report template generator operations. Auto-activating skill for Data Analytics. Triggers on: report template generator, report template generator Part of the Data Analytics skill category. Use when working with report template generator functionality. Trigger with phrases like "report template generator", "report generator", "report". '
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Frequently asked questions
What are Data & Analytics agent skills?
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
Which Data & Analytics skills are most installed?
Popular Data & Analytics skills on SkillMD right now include customerio-automation, fireflies-core-workflow-b, timesfm-forecasting. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Data & Analytics skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.