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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insforge Skill CLI Development 2Use when working on the @insforge/cli codebase itself — adding or modifying commands under src/commands/, touching src/lib/api or src/lib/analytics, changing package.json version, wiring telemetry, or preparing an npm release. Covers code conventions, PostHog analytics, agent-skills sync, and the release-triggered publish workflow.
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stephanj Bundle Conference Scheduler 2Generate optimized conference schedules using SolverForge (Timefold compatible). Use when the user needs to create conference schedules from CSV data with constraints like speaker conflicts, track distribution, room assignments, educational flow, and speaker availability. Supports both single-day and multi-day conferences. Python-native solution with no Java project setup required.
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worldflowai Skill Clickhouse IoClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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wimolivier Bundle Postgresql Best PracticesPostgreSQL 18+ enterprise best practices for database development. USE THIS SKILL WHEN THE USER: - Creates schemas, tables, functions, procedures, or triggers - Writes PL/pgSQL code (naming conventions: l_, in_, io_, co_ prefixes) - Implements Table API (SECURITY DEFINER functions, schema separation) - Manages migrations, indexes, constraints, or query performance - Works with PostgreSQL 18+ features (uuidv7, virtual columns) - Builds Medallion Architecture data warehouses (Bronze/Silver/Gold) - Reviews code for anti-patterns or migrates from Oracle PL/SQL CORE PATTERNS: - Three-schema separation: data (tables) → private (internal) → api (external) - Table API: All access via SECURITY DEFINER with SET search_path - Native PL/pgSQL migration system (no Flyway/Liquibase needed) - Trivadis naming: l_ (local), in_ (input), io_ (inout), co_ (constant)
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imgoodbai Bundle XLSXComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
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questdb Skill Review Pr 2Review QuestDB documentation pull requests for placement, discoverability, dual-audience (human + LLM) quality, example coverage, and SQL syntax diagrams. Use when reviewing a docs PR, a new or changed page, or assessing whether documentation is findable, correct, and usable by both engineers and LLMs that build systems against QuestDB.
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zachjxyz Skill Stack Knowledge 2Project technology stack patterns for FastAPI + PostgreSQL + SQLAlchemy + Alembic + PyTorch + pandas
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gtastudio Skill Django SecurityDjango security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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4444j99 Bundle XLSXComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
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johnrothan Bundle Alibaba Java Coding Guidelines 2阿里巴巴《Java 开发手册(黄山版)》编码规约。在编写、审查、重构或评审任何 Java 代码时都应使用本技能——包括命名风格、常量定义、代码格式、OOP 规约、日期时间、集合处理、 并发与多线程、控制语句、注释、异常处理、日志、单元测试、安全规约、MySQL 建表/索引/SQL/ORM、 以及应用分层等工程结构。无论用户是否明确提到“阿里规范 / P3C / 黄山版 / 开发手册”,只要任务涉及 Java 代码的产出或质量把关(如“写个 Java 类 / Service / DAO”“review 这段 Java”“这段代码符合规范吗” “建一张 MySQL 表”“帮我命名”“处理一下异常和日志”),都要主动参考本技能给出的规则与等级。
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ninehills Bundle XLSXComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
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lioensky Bundle Minimax XLSXOpen, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv). Use when the user asks to create, build, modify, analyze, read, validate, or format any Excel spreadsheet, financial model, pivot table, or tabular data file. Covers: creating new xlsx from scratch, reading and analyzing existing files, editing existing xlsx with zero format loss, formula recalculation and validation, and applying professional financial formatting standards. Triggers on 'spreadsheet', 'Excel', '.xlsx', '.csv', 'pivot table', 'financial model', 'formula', or any request to produce tabular data in Excel format.
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aipmandy Bundle Soskill 2Aggregate and analyze Codex/OpenClaw skills across GitHub sources with deterministic scripts. Use when tasks involve fetching SKILL.md indexes from official or community repositories, generating skills snapshots (JSON/CSV/Markdown), printing source and repository statistics, bootstrapping local collection clones, organizing collection coverage reports, or running risk audits for suspicious skill content.
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maojiebc Bundle Majia Huiyuan 2会员数据顾问·马甲实战版(majia-huiyuan)。当核心交付物是会员指标口径、RFM、复购/留存/流失公式、核销率、客单价、会员分层/分群、人群圈选、标签体系、CDP、OneID 身份打通、Cohort、CRM/私域数据分析、会员数仓(DIM/DWD/DWS/ADS)、SQL/DDL、字段词典、数据质量、会员看板或观远 BI 复刻时使用。用户提出召回、提频、防流失、流失预警、新客转化、渠道迁移(外卖↔堂食)、导购任务分派等会员运营动作时,动作背后的数据依据(圈谁/何时/力度/派给谁/怎么回收)由本 Skill 负责;动作的执行内容(朋友圈、群发、欢迎语、社群 SOP、企微操作)与私域整盘经营诊断走 majia-siyu——同一动作的两半,先数据后执行。全部数值为模拟数据,仅结构与口径可引用。
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tconbeer Bundle Hsql 2Run SQL against any database from the command line with hsql, Harlequin's headless SQL client — execute a query or a .sql file, inspect a database's schemas, tables and columns, export results as CSV/JSON/Parquet, and read or write harlequin.toml profiles. Covers DuckDB, SQLite, Postgres, MySQL and other Harlequin adapters. Use whenever the work involves running SQL, finding out what is in a database, checking a connection string or DSN, a .sql file, or a config file for a database connection — including when the user never says "hsql" or "harlequin".
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theaayushstha1 Bundle Apply Job 2Automated job applications with AI-powered resume tailoring, cover letters, recruiter outreach, interview prep, ATS optimization, and smart analytics.
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trae1oung Bundle Plot From DataGenerate publication-quality matplotlib figures by selecting a pre-built paper style and substituting user data. Use when: user provides data (numbers, arrays, or CSV) and wants a chart in a specific academic style; user asks to "plot this data", "make a bar chart", "draw a radar chart", "用这个风格画图", "把我的数据画出来"; or user selects a style name from the style catalog (bar_paired_delta, bar_grouped_hatch, line_confidence_band, line_training_curve, line_loss_with_inset, scatter_tsne_cluster, scatter_broken_axis, radar_dual_series).
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ichichuang Bundle Spreadsheet Direct Python Enhanced EnhancedDirect Python Execution for Spreadsheet Tasks
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ichichuang Bundle Spreadsheet Proof Gate Merged Fedf41 MergedThe derived skill is complete and provides a meaningful enhancement:
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carrotgamesstudios Bundle VidseedsRegistry fallback entry point for the VidSeeds.ai MCP connector. Use the bundled domain skills for setup, efficiency, thumbnails, projects, analytics, local video, and publishing workflows.
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diegojcn Skill Business AnalystMaster modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.
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diegojcn Bundle SQL Optimization PatternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...
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andyhsutw Skill Clickhouse IoClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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andyhsutw Skill Django SecurityDjango security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
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demerzels-lab Bundle JubjubPublish to all major media platforms, track cross-platform analytics, and automate on-chain royalty and revenue splits via MCP.
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qvvvvvvq Bundle XLSX 2name: xlsx
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smallnest Bundle SpreadsheetsSpreadsheet Skill (Create • Edit • Analyze • Visualize)
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fdu-ins Bundle Healthsim PopulationsimPopulationSim provides population-level intelligence using public data sources. Use this skill for ANY request involving: (1) population demographics or profiles, (2) geographic health patterns or disparities, (3) social determinants of health (SDOH), (4) SVI or ADI analysis, (5) cohort definition or specification, (6) clinical trial feasibility, site selection, or enrollment projection, (7) service area analysis, (8) health equity assessment, (9) census data or ACS variables, (10) CDC PLACES health indicators.
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demerzels-lab Bundle GranolaAccess Granola AI meeting notes - CSV import, shared note fetching.
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demerzels-lab Bundle TiktokTikTok platform integration. Manage videos, view analytics, and track engagement.
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demerzels-lab Bundle RosterCreates weekly shift rosters (KW-JSON) from CSV availability data and pushes them to GitHub.
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demerzels-lab Bundle PosthogInteract with PostHog analytics via its REST API.
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demerzels-lab Bundle AgentledgerExpense tracking and accounting for AI agents. Log purchases, set budgets, generate spending reports, and manage multi-currency finances — all stored locally. Privacy.com card import, natural language queries, CSV/JSON export. Use when agents make purchases and need a financial audit trail.
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demerzels-lab Bundle Excel WorkflowComplete Excel workflow with local file processing, Google Drive sync, and formula preservation.
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demerzels-lab Bundle Biz ReporterAutomated business intelligence reports pulling data from Google Analytics GA4, Google Search Console, Stripe.
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demerzels-lab Bundle Odoo ReportingQuery Odoo data including salesperson performance, customer analytics, orders, invoices, CRM, accounting, VAT.
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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 cli-development, conference-scheduler, clickhouse-io. 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.