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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atherio-danp Skill Query PostgresRun read-only SQL against the {{ProductName}} PostgreSQL database to investigate or verify data during diagnosis. Use when asked to query the database directly or check actual data behind an issue. Preloaded by the rca-investigator agent.
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atherio-danp Skill Efcore Query PerformanceOptimize EF Core (Npgsql/PostgreSQL) queries in the .NET API — fix N+1, choose tracking modes, use compiled queries, split queries, and avoid translation traps. Use when a query is slow, emits excessive SQL, or causes high DB load. Complements the efcore-patterns scaffolding skill.
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bionic-gpt Skill DatabaseManage Bionic PostgreSQL schemas, migrations, SQL queries, generated Cornucopia code, and database authorization. Use for schema changes, database-backed features, query changes, persistence, or data access reviews.
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nvidia-bionemo Bundle Complexa Evaluate PdbsStandalone evaluation of an existing PDB directory with Proteina-Complexa. Use when the user wants to "evaluate PDB files", "re-fold these designs", "compute interface pAE", "compute i_pLDDT for a folder", "run AF2 / RF3 / ESMFold on my designs", "score binder candidates", "designability of this folder", "scRMSD for designs", "motif RMSD for these PDBs", "complexa analysis", "complexa evaluate from a PDB directory", "evaluate from pdb dir", or to score third-party outputs (BindCraft, AlphaProteo, RFdiffusion, hand-curated decoys). Picks the correct evaluate_*.yaml config, wires ++dataset.pdb_dir and the folding backend, runs the evaluate → analyze chain, parses the result CSV, and reports pass-rates against the right result_type thresholds.
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zxr-roro Bundle Pentest Tools主动渗透测试工具链。覆盖信息收集、端口扫描、漏洞扫描、Web 渗透、SQL 注入、目录爆破、密码破解等场景。 通过 MCP server(pentestMCP / mcp-security-hub)将 20+ 安全工具暴露给 AI agent。 触发关键词:渗透测试、端口扫描、Nmap、漏洞扫描、Nuclei、SQL 注入、SQLMap、目录爆破、FFUF、密码破解、Hashcat、信息收集、子域名、Web 渗透、ZAP、Burp。
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rmusser01 Bundle Chatbook XLSXCreate, edit and analyze Excel .xlsx workbooks from supplied tables or Chatbook material, preserving formulas and distinguishing calculated results from cached values.
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fellipeutaka Bundle Drizzle OrmDrizzle ORM — type-safe, lightweight TypeScript ORM for SQL databases. Schema declaration, CRUD queries, joins, relations, migrations with Drizzle Kit, and database seeding. Use when defining database schemas, writing queries (select/insert/update/delete), setting up migrations, configuring drizzle.config.ts, establishing database connections, validating data with drizzle-zod/valibot, or working with PostgreSQL, MySQL, SQLite, Turso, Bun SQL, Neon, Supabase, PGlite, Expo SQLite, Cloudflare D1, PlanetScale, SingleStore, MSSQL, CockroachDB.
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timequity Bundle Backend CoreLanguage-agnostic backend patterns: API design, authentication, security, databases. Use when: designing APIs, implementing auth, securing endpoints, modeling data. Triggers: "api design", "rest api", "graphql", "authentication", "jwt", "oauth", "security", "owasp", "database schema", "migrations", "sql".
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krishna-modi12 Bundle Data TablesTables, grids, charts and dashboards — sorting, filtering, pagination, selection, KPIs, data fetching. Use when the UI is tabular or data-dense — data tables, lists, grids, pagination, sorting, filtering, row selection, KPI cards, charts, analytics dashboards, admin panels. TanStack Table or Query route here.
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lukehle Skill NetsuiteWork with NetSuite as a finance data source and system of record - SuiteQL and saved-search extraction, period/subsidiary/book structure, the transaction and account model, journal entry staging (never posting), revenue and deferred schedules, and warehouse replication patterns. Use when pulling data from NetSuite, reconciling to it, preparing entries for it, or debugging why a NetSuite figure disagrees with a report. Trigger on "NetSuite", "SuiteQL", "saved search", "NetSuite extract", "post a JE", "subsidiary", "accounting period", "why doesn't NetSuite match".
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lukehle Bundle Model AuditAudit a spreadsheet or financial model for correctness defects - hardcoded constants inside formula rows, inconsistent formulas across a row, broken references, circular dependencies, sign-convention violations, unprotected inputs, and error values. Runs deterministic mechanical checks first via openpyxl, then reasoned review of what the machine cannot see. Use before trusting, inheriting, shipping, or building on any workbook. Trigger on "audit this model", "check this spreadsheet", "review the model", "is this model right", "inherited a workbook", "formula errors", "model integrity", "xlsx review".
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lukehle Skill Fin ArtifactBuild financial dashboards and reporting artifacts backed by BigQuery, Google Sheets, or a warehouse extract - in two tiers, an as-of snapshot by default and a live connector mode when the organization exposes one. Carries the finance visualization conventions - ARR and cash bridges, cohort heatmaps, actual-vs-budget variance bands, sign conventions, benchmark bands, suppression rules. Use when building any chart, dashboard, board visual, or data-backed page for financial data. Trigger on "dashboard", "build a chart", "visualize", "live board pack", "board visual", "EBITDA waterfall", "bridge chart", "cohort chart", "financial dashboard", "wire it to the warehouse".
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lukehle Skill Sheets BridgeTreat Google Sheets (or Excel) as a real finance interface rather than a dumping ground - schema pinning, single-writer-per-range zone contracts, never overwriting human-entered cells, versioned snapshots, and safe pull/push patterns. Use when reading from or writing to a spreadsheet that humans also edit. Trigger on "Google Sheets", "push to the sheet", "update the tab", "read the spreadsheet", "the sheet broke", "someone overwrote", "sync to sheets", "export to Excel".
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lukehle Skill Warehouse SQLWrite and run finance queries against BigQuery or Snowflake with point-in-time correctness, close-cutoff and timezone discipline, slowly-changing-dimension handling, cost-aware execution (dry-run byte estimates, partition pruning), and reproducible query artifacts. Use for any warehouse query whose result will become a reported number. Trigger on "BigQuery", "Snowflake", "SQL", "query the warehouse", "pull the data", "bq", "snowsql", "dbt", "why is this query slow", "why did the number change".
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sentisenseapp Bundle Stock TerminalAnswer stock-terminal commands and market research questions with compact, sourced views of price, sentiment, SentiSense Score, news, filings, analyst ratings, earnings, and end-of-day options analytics. Use for open a ticker, compare stocks, daily brief, or smart-money screening. For an explicit build request, provides contracts, fixtures, and a staged guide for a local chat-and-canvas financial terminal. Data access is read-only: no trades, purchases, account mutations, or wallet access. Local app or artifact creation only when requested.
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danmossa Bundle SpacetimedbUse this skill first for any SpacetimeDB task; it routes to focused skills for modules, tables, reducers, procedures, views, clients, subscriptions, CLI commands, auth, RLS, HTTP APIs, SQL, deployment, serialization, tutorials, quickstarts, and upgrades. Triggers on: spacetime, spacetimedb, SpacetimeDB, stdb, module, reducer, table, procedure, view, subscription, DbConnection, spacetime generate, spacetime publish, spacetime sql, BSATN, SATS, row-level security, RLS, Maincloud, standalone, Unity, Unreal.
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danmossa Bundle Spacetimedb CLIUse when running or explaining SpacetimeDB CLI commands and standalone configuration. Covers `spacetime init`, `build`, `publish`, `generate`, `call`, `sql`, `logs`, `describe`, `dev`, `server`, `start`, login/logout, and `config.toml`. Triggers on: spacetime CLI, spacetime publish, spacetime generate, spacetime sql, spacetime logs, spacetime server.
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danmossa Bundle Spacetimedb SQLUse when writing SpacetimeDB SQL for subscriptions, CLI queries, HTTP SQL, SELECT/FROM/WHERE, DML, system variables, data types, literals, identifiers, or performance. Triggers on: SQL, spacetime sql, subscription query, SELECT, WHERE, INSERT, DELETE, UPDATE, SHOW, identifier, literal.
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danmossa Bundle Spacetimedb HTTPUse when calling SpacetimeDB HTTP endpoints for identity, database operations, reducer calls, SQL execution, schema metadata, logs, energy endpoints, or authorization headers. Triggers on: HTTP API, REST, Authorization header, bearer token, /v1/identity, /v1/database, HTTP reducer call, HTTP SQL.
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danmossa Bundle Spacetimedb ViewsUse when defining SpacetimeDB views, SQL-backed projections, derived client-facing data, view arguments, or view performance. Triggers on: view, views, derived data, SQL view, view argument, projection, client query.
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dathere Skill Data VizCreate publication-quality visualizations from CSV/TSV/Excel data using Python
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dathere Skill Data CleanClean a CSV/TSV/Excel file - fix headers, trim whitespace, remove duplicates, validate
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dathere Skill Data ConvertConvert between CSV, TSV, Excel, JSONL, Parquet, and other tabular formats
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dathere Skill Data ProfileProfile a CSV/TSV/Excel file - detect format, compute statistics, show value distributions
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dathere Skill CSV WranglingStandard workflow order, tool selection matrix, and composition patterns for qsv CSV data wrangling
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dathere Skill Data DescribeGenerate AI-powered Data Dictionary, Description, and Tags for a CSV/TSV/Excel file
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dathere Bundle Visual Data DictionaryBuild a Data Schematic with its Data Dictionary beside it — an interactive qsv viz smart dashboard driven by an LLM-inferred JSON Schema data dictionary, browsable in-page next to the charts. Use when the user asks for a Data Schematic, a visual data dictionary, a documented dashboard or a dictionary-driven dashboard, or wants to explore and document a CSV at the same time. Optionally bins rows into GeoJSON regions.
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dzhokhov Bundle Network AnalyticsПостроение и обновление графа отраслевых связей Person-Org-Event-Topic для навигации по AI-тусовке и приоритизации outreach. Используй этот скилл, когда нужно понять, кто является мостом между кластерами, какие домены формируются, кто ключевые узлы, и к кому идти в первую очередь для доступа к нужным людям.
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shiosos Bundle WhyUse for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds. Discovers available MCPs and queries each evidence category (source control, issue tracker, long-form docs, real-time chat, infrastructure observability, error tracking, product analytics warehouse) in parallel, then returns a cited read on decisions and tradeoffs. Use how for runtime behavior.
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pdbjork Bundle Domain Availability CheckerUse when picking a brand name and you need to know which .com (or other TLD) variants are actually registerable before you commit. Runs concurrent whois lookups, retries on timeout, sorts FREE candidates first, and prints a clean table or machine-readable JSON/CSV. Safe and unattended — never touches registrar APIs or purchases anything.
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halojerry Skill Officecli XLSXUse this skill any time a .xlsx file is involved -- as input, output, or both. This includes: creating spreadsheets, financial models, dashboards, or trackers; reading, parsing, or extracting data from any .xlsx file; editing, modifying, or updating existing workbooks; working with formulas, charts, pivot tables, or templates; importing CSV/TSV data into Excel format. Trigger whenever the user mentions 'spreadsheet', 'workbook', 'Excel', 'financial model', 'tracker', 'dashboard', or references a .xlsx/.csv filename.
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halojerry Skill Officecli Data DashboardUse this skill to build a multi-element Excel dashboard — Dashboard sheet on open, multiple formula-driven KPI cards, multiple charts, sparklines, and conditional formatting — from CSV or tabular input. Trigger on: 'dashboard', 'KPI dashboard', 'analytics dashboard', 'executive dashboard', 'metrics dashboard', 'CSV to dashboard', 'data visualization'. Output is a single .xlsx. Scene-layer on officecli-xlsx: inherits every xlsx hard rule. DO NOT invoke for: a single budget tracker / one-sheet CSV-with-formatting (use xlsx), a 3-statement / DCF / LBO financial model (use financial-model), a weekly report with ≤ 1 chart and < 10 rows (use xlsx).
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halojerry Skill Officecli Financial ModelUse this skill when the user wants to build a financial model — 3-statement model, DCF valuation, LBO, SaaS unit economics, sensitivity / scenario analysis, debt schedule, or fundraising projections — in Excel. Trigger on: 'financial model', '3-statement model', 'P&L + BS + CF', 'DCF', 'WACC', 'NPV', 'terminal value', 'LBO', 'debt schedule', 'cash sweep', 'MOIC', 'IRR / XIRR', 'sensitivity table', 'scenario analysis', 'ARR model', 'unit economics', 'CAC / LTV', 'cap table forecast'. Output is a single formula-driven .xlsx. This skill is a scene layer on top of officecli-xlsx — it inherits every xlsx v2 rule (4-color code, visual floor, number formats, cache-drift, Known Issues, Delivery Gate minimum cycle). DO NOT invoke for a simple budget tracker, CSV dump, or operational KPI sheet — route those to officecli-xlsx base.
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woodfishhhh Skill XLSXUse when EZ_math_model needs to read, preview, clean, write, or summarize CSV, XLS, or XLSX attachments and result tables for modeling tasks.
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intel Bundle Dpnp IoReading and writing files from dpnp code on Intel CPUs and GPUs. Use when the user needs to load an array into dpnp or save a dpnp result — .npy, .npz, HDF5 via h5py, Zarr, CSV or plain text — when a file is larger than device memory and has to be read in chunks, or when they ask why dpnp has no save function of its own. Covers the NumPy conversion round trip, chunked and incremental patterns, and choosing a format by dataset size.
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canvascoding Bundle XLSXUse this Canvas-owned clean-room skill when a spreadsheet file is the primary input or output. Trigger for `.xlsx`, `.xls`, `.xlsm`, `.csv`, `.tsv`, workbooks, templates, trackers, models, dashboards, charts, formulas, data cleaning, formatting, validation, recalculation, and Google Sheets-targeted handoff.
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 why, query-postgres, efcore-query-performance. 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.