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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gabrielmoreira Bundle Cafci Fondos Comunes ArgentinaConsulta informacion publica de fondos comunes de inversion en Argentina via CAFCI, combinando catalogo JSON (fondos, clases, IDs y honorarios/fees), planilla diaria XLSX (patrimonio, valor cuotaparte, variaciones, market share) y ficha markdown por fondo (rendimientos por periodo). Usar cuando el usuario pida fondos comunes en Argentina, busqueda de fondo por nombre, fees/comisiones de un fondo, top fondos por patrimonio en una categoria, rendimientos por periodo, o mencione CAFCI.
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gabrielmoreira Bundle R00 Voltagent Awesome Agent Skills Datascience🤖 Data Science & AI/ML skill suite derived from VoltAgent/awesome-agent-skills. Data pipelines, model training, evaluation, MLOps and analytical reporting. Provides 10 specialised commands for data-science, machine-learning, analytics workflows.
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gabrielmoreira Bundle 311 Frameworks Spring JdbcUse when you need to write or review programmatic JDBC with Spring — including JdbcClient (Spring Framework 7+) as the default API, JdbcTemplate only where batch/streaming APIs require JdbcOperations, NamedParameterJdbcTemplate for legacy named-param code, parameterized SQL, RowMapper mapping to records, batch operations, transactions, safe handling of generated keys, DataAccessException handling, read-only transactions, streaming large result sets, and @JdbcTest slice testing. This should trigger for requests such as Review Java code for Spring JDBC (JdbcTemplate, JdbcClient, NamedParameterJdbcTemplate); Apply best practices for Spring JDBC data access in Java code; Detect and fix SQL injection risks in JDBC code; Improve transaction boundaries or exception handling for JDBC operations; Review JdbcClient usage in Spring Framework 7. Part of Plinth Toolkit
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gabrielmoreira Bundle SQL Analysis PlanPlan SQL analyses without assuming direct database access. Use when Codex is asked to design SQL queries, outline joins, filters, CTEs, aggregations, validation checks, or data quality steps for analytics and BI questions.
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gabrielmoreira Skill Budget Tracker DesignDesign a budget-vs-actuals tracker that stays alive past February — the category grain that matches real statements, the variance view that answers 'are we okay', the update ritual small enough to survive, and the honest handling of irregular expenses. Use when asked build me a budget spreadsheet, track team spend against budget, why do we always blow the budget invisibly, or design a household/project budget tracker. Produces the tracker structure, the variance logic, the irregulars ledger, and the monthly fifteen-minute ritual.
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gabrielmoreira Bundle Dcf ModelBuild discounted cash flow valuation workbooks in Excel.
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gabrielmoreira Skill Lbo ModelBuild leveraged buyout workbooks with IRR/MOIC in Excel.
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gabrielmoreira Skill Warehouse Source New VersionAdd support for a new vendor API version to an existing Data warehouse import source, or deprecate an old one. Use when a vendor ships a new API version (Stripe date versions, Shopify quarterly versions, header-pinned revisions, /vN/ URL bumps), when implementing a version-update or deprecation task for a source under products/warehouse_sources/backend/temporal/data_imports/sources, or when repinning an ExternalDataSource to a different version. Covers deciding whether a newly announced version needs supporting at all, version declaration, dispatch, pinning semantics, deprecation metadata, and migration scripts.
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gabrielmoreira Skill Querying Canvas DataGet PostHog data into a canvas correctly: the host-injected `ph` SDK (loadInsight, query, capture, state, openExternal, navigate), the data hierarchy (saved insights first, typed query nodes second, inline HogQL last), verifiability (insight-backed metrics link their saved insight in PostHog; ad-hoc queries expose the exact query that ran), per-insight-type result shapes, progressive per-query loading, date-range wiring, and event capture from a canvas. Use whenever a canvas shows metrics, charts, tables, or any PostHog data, or needs to send analytics events.
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gabrielmoreira Skill Investigating ReplayInvestigates a session recording by gathering metadata, person profile, same-session events, and linked error tracking issues in one pass. Use when a user provides a recording or session ID and wants to understand what happened — who the user was, what they did, what errors occurred, and whether there are related error tracking issues. Replaces the manual chain of session-recording-get, persons-retrieve, execute-sql, and query-error-tracking-issues-list.
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gabrielmoreira Skill Migrate CreateCreate a new sequentially numbered database migration with up/down SQL files
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gabrielmoreira Skill Extract Experiment Data From VideoGeneral-purpose experimental data extractor from lab video streams. Ingests footage from XR headsets or fixed cameras and extracts typed, timestamped measurements — liquid volume levels, color/turbidity shifts, cell and colony counts, pipette readouts, instrument display values, gel band intensities — emitting a time-series JSON or CSV table ready for downstream analysis, charting, or ELN attachment.
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gabrielmoreira Skill Sqlmap Database PentestingThis skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns from a vulnerable database," or "perform automated database penetration testing." It provides comprehensive guidance for using SQLMap to detect and exploit SQL injection vulnerabilities.
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gabrielmoreira Skill Calc SpreadsheetsUse when creating, opening, or editing LibreOffice Calc ODS spreadsheets, or XLSX workbooks only when Excel compatibility is explicitly required.
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gabrielmoreira Skill Catc Client OpsCatalyst Center client operations and monitoring - list/filter wired and wireless clients, detailed client lookup by MAC, client count analytics, time-based analysis, SSID and band filtering, wireless troubleshooting. Use when looking up a client by MAC or IP, counting clients per site or SSID, analyzing wireless band distribution, or investigating Wi-Fi signal issues.
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gabrielmoreira Skill Cloudflare Workers Url ShortnerBuild and operate a URL shortner on Cloudflare Workers with Upstash Redis and D1. Use when the user asks to create shortlinks, redirects, click tracking, analytics, request metadata capture (country/city/ip/user-agent), non-blocking tracking, or resilient alerting (for example Telegram) on failures.
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gabrielmoreira Bundle Hackerai User ResearchRun privacy-safe HackerAI customer research from an authorized PM question and a PostHog cohort. Use for requests to understand user types, recurring jobs, workflows, friction, value drivers, reasons to pay, or customer avatars from actual HackerAI messages, including top-spender research. Also use when a PM asks how to run, repeat, or interpret the `pm-user-research` Trigger task. Do not use for support investigations, decisions about one person's eligibility or risk, or exporting raw customer content.
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gabrielmoreira Skill Octav APIIntegrate with Octav API for cryptocurrency portfolio tracking, transaction history, and DeFi analytics across 50+ blockchain networks. Use when building applications that need to: (1) Track wallet balances and net worth across multiple chains, (2) Query transaction history with filtering and search, (3) Monitor DeFi protocol positions (Aave, Uniswap, etc.), (4) Access historical portfolio snapshots, (5) Analyze token distribution and holdings, (6) Pay per request as an autonomous agent via x402. Triggers on: "Octav API", "crypto portfolio API", "blockchain portfolio tracking", "DeFi analytics API", "wallet balance API", "transaction history API", "multi-chain portfolio", "Octav x402".
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gabrielmoreira Bundle 411 Frameworks Quarkus JdbcUse when you need programmatic JDBC in Quarkus — Agroal DataSource, parameterized SQL, transactions, batching, and Dev Services. This should trigger for requests such as Review JDBC or SQL data access in a Quarkus project; Improve transactions and parameter binding for Quarkus JDBC; Translate SQLException to domain exceptions or stream large result sets; Fix CDI self-invocation bypassing @Transactional in Quarkus; Review Agroal DataSource usage in Quarkus JDBC. Part of Plinth Toolkit
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gabrielmoreira Bundle Data Analysis StandardStructure a product data analysis, metric deep-dive, funnel analysis, or cohort study. Use when asked to analyse product metrics, investigate a drop in conversion, explain a data change to stakeholders, or find the root cause of a metric movement. Produces a structured analysis with question, root cause, confidence level, and recommended action.
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gabrielmoreira Skill Spreadsheet Audit LiveAudit the user's REAL spreadsheet by opening it in the Cowork sandbox — not by reading a description of it. Use when asked to check this sheet before we present it, audit the model in my Drive, why don't these numbers add up, or is this spreadsheet safe to build on. Pulls the file via the Google Drive connector (or an uploaded .xlsx), opens it programmatically in the sandbox to trace formulas, hunts hardcodes / broken ranges / unit mixes, and produces a ranked findings artifact with a verified-vs-suspect ledger and a fix list.
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gabrielmoreira Bundle Support Staffing ModelHow many support agents does the queue actually need — Erlang C, computed, not 'tickets per agent' folklore. Use when staffing a support/CS team, defending headcount, or checking whether an SLA is mathematically possible with the current roster. Produces agent counts across load scenarios (with shrinkage), occupancy and average-wait numbers, and a real .xlsx — via the bundled zero-dependency script.
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gabrielmoreira Bundle The Due Diligence CallSimulate the due-diligence call where an acquirer's or investor's analyst takes your metrics apart — the questions behind the spreadsheet, the moment a number wobbles, and a debrief on which answers create risk. Use when asked simulate due diligence on my startup, stress-test my metrics before the raise, what will the acquirer's analyst ask, or prep me for the DD call. Produces the call transcript with the analyst's private notes, the internal memo they write afterward, and a debrief separating fixable presentation from fix-the-business findings.
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gabrielmoreira Skill Debugging Table Access DeniedDebugs a TableAccessDeniedError from an error tracking issue, Slack alert, or user report. Use when investigating why HogQL denied a system or warehouse table and whether the occurrence is a real bug or expected behavior. Trigger terms include TableAccessDeniedError, table_access_denied, and "You don't have access to table".
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gabrielmoreira Skill Documenting Warehouse SourcesWrite or update the user-facing posthog.com documentation for a PostHog Data warehouse import source. Use when adding a new source doc, fixing an inconsistent or stub source doc, or standardizing the docs at contents/docs/cdp/sources. Covers the canonical template, shared snippets, the auto-rendered <SourceParameters /> and <SourceTables /> components, frontmatter, and the docsUrl/slug rule that prevents 404s.
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gabrielmoreira Bundle Migrate Application OperationCreate or migrate a protected Sim resource operation in the shared Principal and application-use-case architecture across internal APIs, public or versioned APIs, Copilot, and other trusted tool adapters. Use when adding a protected endpoint, tool command, or CRUD method; removing route- or tool-local authorization and business logic; consolidating resource reads or writes behind semantic operation policies; or adding another surface to an existing application operation while preserving contracts, identity, errors, rate limits, audit, analytics, and compatibility behavior. Treat v1, uploads, streams, large bodies, bulk recursion, and polymorphic tools as explicitly scoped special cases.
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gabrielmoreira 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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gabrielmoreira Skill SQL AnalysisUse this when writing, reviewing, or modifying SQL queries — including SELECT, CTEs, joins, aggregations, window functions, and validating query correctness or performance.
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gabrielmoreira Skill Zscaler InsightsAccess analytics, threat intelligence, and security event data.
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gabrielmoreira Bundle Building AI Agent On CloudflareBuilds stateful Cloudflare Agents SDK workers: Agent/AIChatAgent, Durable Object setState/SQL, WebSockets, this.schedule(), Workers AI, and wrangler.toml class migrations. Use when the user wants a Cloudflare chat or stateful edge agent, the Agents SDK, or WebSocket AI on Workers. Not for generic Wrangler CLI, KV/R2/D1, or Pages (wrangler). Never trust stale SDK APIs; fetch developers.cloudflare.com/agents first.
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gabrielmoreira Skill Logistics Rules To OptimizationMaps operations prose onto mixed-integer sets, decision variables, and constraint patterns for Gurobi, CPLEX, or SCIP. Use when dispatch, vehicle routing, warehouse rebalancing, staffing, or production limits need a solver model. Not for already-posed mathematical programs, millisecond control loops, or quantum formulations.
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gabrielmoreira Skill SQL OptimizerDiagnose a slow SQL query and produce a concrete optimization plan. Use when asked to optimize SQL, speed up a slow query, reduce a query's cost/scan, fix a timeout, or review a query plan. Produces an analysis — the likely bottleneck, what the plan is doing wrong (full scans, bad joins, spills), the specific rewrite and index/partition changes, and the expected impact, with the optimized query.
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gabrielmoreira Skill Spreadsheet Or DatabaseDecide honestly when a spreadsheet should become a database or app — the five outgrowth signals (concurrent editing, relational strain, permission needs, scale, process-in-comments), what staying costs vs what migrating costs, and the incremental escape paths. Use when asked should this be a database, our spreadsheet is breaking, is it time to move off sheets, or what should replace this monster workbook. Produces the signal assessment on the actual workbook, the stay-vs-move verdict with costs both ways, and the migration path sized to the team.
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gabrielmoreira Bundle Nimble Databricks Data ProductsBuilds Databricks data products from live web data, end to end: discovers the right Nimble web-data agents, scrapes into Delta tables, and produces an AI/BI dashboard and/or a deployed Databricks App — a table → dashboard → app workflow, for production data products or quick demos. Use whenever a request pairs live or scraped web data WITH a Databricks destination — e.g. "scrape Amazon/Walmart prices into a Delta table and build a dashboard", "load Zillow/Instagram/Maps/search results into Databricks and build a dashboard or app", "showcase Nimble + Databricks to a prospect". Prefer it over nimble-web-expert or competitor-intel when the data lands in Databricks. Do NOT use for one-off web fetches or CSV exports with no Databricks destination — use nimble-web-expert instead. Do NOT use for competitor or company research briefings — use competitor-intel or company-deep-dive instead. Do NOT use for generic Databricks work with no Nimble/web-data angle — use the official databricks-* skills instead.
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gabrielmoreira Bundle Implementing Warehouse SourcesImplement and extend PostHog Data warehouse import sources. Use when adding a new source under products/warehouse_sources/backend/temporal/data_imports/sources, adding datasets/endpoints to an existing source, or adding incremental sync, resumable imports, webhook ingestion, pagination, credentials validation, and source tests.
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gabrielmoreira Bundle Linkedin Engager AnalyticsPull the people who liked or commented on any LinkedIn post and segment them by ICP fit (peer / aspirational / prospect / other). Produces an engager roster, tier breakdown, and outbound action lists (follow back, comment-drop, DM-able with one-line openers). Powered by Apify, no LinkedIn login. Triggers on "who liked my post", "who engaged", "engagers report", "audience analytics". Not for tracking author replies to your comments (use linkedin-thread-monitor).
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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 cafci-fondos-comunes-argentina, r00-VoltAgent-awesome-agent-skills--datascience, 311-frameworks-spring-jdbc. 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.