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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creatorland Skill Bulk Match EnrichTake your OWN list of contacts (emails, phones, social handles from a CSV, Excel, or pasted list) and find which are creators in the Creatorland corpus, see the cost for free, confirm, then enrich every match. Use when the user says "match my list against your creators", "which of my contacts are creators", "bulk match and enrich", or "enrich this list of emails/handles". Match is free; enrichment is 3 credits per matched creator.
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creatorland Skill Casting Gap AnalysisAudit an EXISTING creator roster (CSV, sheet, or pasted list) for coverage holes — geo, tier, niche, platform — then find creators that fill each gap. Use when the user uploads/pastes a roster and asks "what's missing from our roster", "where are our coverage gaps", "audit our talent bench", or "fill the holes in this list". Deliverable is a gap map plus per-gap fill candidates. Not for building a list from scratch — that's brief-to-shortlist.
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imtangyujing Bundle Lark Drive飞书云空间:管理云空间中的文件和文件夹。上传和下载文件、创建文件夹、复制/移动/删除文件、查看文件元数据、管理文档评论、管理文档权限、订阅用户评论变更事件、修改文件标题(docx、sheet、bitable、file、folder、wiki);也负责把本地 Word/Markdown/Excel/CSV 以及 Base 快照(.base)导入为飞书在线云文档(docx、sheet、bitable)。当用户需要上传或下载文件、整理云空间目录、查看文件详情、管理评论、管理文档权限、修改文件标题、订阅用户评论变更事件,或要把本地文件导入成新版文档、电子表格、多维表格/Base 时使用。
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hack23 Skill Input Validation 2Implement comprehensive input validation to prevent XSS, SQL injection, and command injection attacks with sanitization strategies
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chocholous Bundle Apify Jobs DataExtract clean, de-noised job-posting data from LinkedIn, Indeed, Glassdoor, Google Jobs, and 20+ boards in one Apify run — deduplicated across boards with ghost jobs and reposts removed and fields normalized — then analyze it (deduped hiring demand, in-demand skills, coverage-labeled salary distribution), export it (CSV / JSON / Apify dataset) for dashboards and BI, or rank it against a résumé. Use when the user asks to scrape job postings, build a job dataset, analyze hiring demand or in-demand skills or salary ranges for a role or market, export job data for a dashboard or spreadsheet, dedupe job listings across boards, filter out ghost or fake jobs, or rank jobs by fit to a résumé. Triggers - "scrape job postings for X", "what skills are in demand for Y", "salary range for Z in [location]", "export job data to CSV", "filter out the ghost jobs", "which of these jobs fit my résumé".
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chocholous Bundle Apify Scrape Google JobsScrape Google Jobs listings into structured JSON with the Apify Google Jobs Scraper Actor (johnvc/Google-Jobs-Scraper). Give a job title or search query plus an optional location, and get one row per listing with title, company_name, location, source platform, full description, job_highlights, posted_at, schedule_type, and direct apply_options links. Use when the user wants to scrape google jobs, export Google Jobs results to JSON or CSV, build a job listings dataset, pull openings for a role or city, or asks for a Google Jobs scraper, job scraper, or job scraping workflow. Pay-per-page billing, MCP-ready for Claude and other AI agents.
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chocholous Bundle Apify Linkedin Posts ScraperScrape public LinkedIn posts into clean, structured JSON with the Apify LinkedIn Posts API Actor (johnvc/linkedin-posts-api). Give a profile URL to discover a person's recent posts, or specific post URLs to fetch directly, and get one row per post with text, hashtags, media, author details, and engagement counts (reactions, comments, shares). Use when the user wants to scrape LinkedIn posts, export LinkedIn posts to JSON or CSV, build a LinkedIn posts dataset, pull a creator's or a competitor's recent posts, or asks for a LinkedIn posts scraper or LinkedIn posts API. Pay-per-post billing, MCP-ready for Claude and other AI agents.
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davie521 Skill Database MigrationsDatabase migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments in PostgreSQL with Prisma, Drizzle, Kysely, and Alembic — plus a PostgreSQL quick reference for query optimization, indexing, schema design, and Row Level Security. Use when writing SQL queries or migrations, designing Postgres schemas or indexes, troubleshooting slow queries, implementing RLS, or planning zero-downtime schema changes.
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iblai Skill Iblai API Invite 2Manage ibl.ai organization user invitations via the platform API — list invites (accepted/pending) and send invites individually or in bulk (CSV rows), with optional group assignment. Use when inviting users into an organization.
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iblai Skill Iblai API Profile 2Read and manage the signed-in user's own profile via the platform API — basic account info, social links, education, experience, résumé, and memory. Use for self-service profile management. (For the user's learning analytics, see /iblai-api-analytics.)
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iblai Skill Iblai API Analytics 2Read ibl.ai analytics via the platform API — agent (chat) analytics, content (courses/programs/pathways/skills) analytics, org-wide KPIs, per-user learning data, costs, and fine-grained LLM usage (per-model/-agent/-user cost, tokens, latency) — plus generate and download Data Reports. Scope per-agent or organization-wide. Use to pull usage, engagement, cost, catalog, or per-user analytics.
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iblai Bundle Iblai API Agent Eval 2Measure and improve agent quality via the platform API — evaluation datasets, dataset items (JSON, CSV upload, or from chat traces), experiment runs, LLM-as-Judge and human-annotation scoring, score configs, and CSV export. Use to test an agent against a dataset and grade the results.
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iblai Skill Iblai API Credential 2Manage an ibl.ai organization's digital credentials via the platform API — credential CRUD, user/group assignments, assertions, course-scoped credential import/export, external provider config + mapping (Accredible), and issuance analytics. Use when issuing, assigning, importing, or reporting on digital credentials and certificates.
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iblai Skill Iblai API Agent Access 2Manage role-based access to an ibl.ai agent via the platform API — list role policies, search users/groups, and grant/revoke editor, chat, or analytics_viewer roles for users, groups, and emails. Use when controlling who can edit, chat with, or view analytics for an agent.
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ariehmahoukou-web Skill AnalyticsWhen the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking,[...]"
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cookiemonsterdev Bundle Postgresql 16 DocsUse when users ask how to write, explain, configure, tune, secure, replicate, extend, or troubleshoot PostgreSQL 16 SQL, schemas, indexes, transactions, roles, authentication, backups, replication, monitoring, procedural languages, extensions, or server settings, especially when they need official PostgreSQL documentation, exact links, or docs-grounded SQL and configuration guidance.
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cookiemonsterdev Bundle Postgresql 17 DocsUse when users ask how to write, explain, configure, tune, secure, replicate, extend, or troubleshoot PostgreSQL 17 SQL, schemas, indexes, transactions, roles, authentication, backups, replication, monitoring, procedural languages, extensions, or server settings, especially when they need official PostgreSQL documentation, exact links, or docs-grounded SQL and configuration guidance.
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cookiemonsterdev Bundle Postgresql 18 DocsUse when users ask how to write, explain, configure, tune, secure, replicate, extend, or troubleshoot PostgreSQL 18 SQL, schemas, indexes, transactions, roles, authentication, backups, replication, monitoring, procedural languages, extensions, or server settings, especially when they need official PostgreSQL documentation, exact links, or docs-grounded SQL and configuration guidance.
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bejeweledme Bundle Data EngineeringBuild, diagnose, and recover batch and streaming data pipelines: event-time windows, CDC/outbox consumption, retry-safe orchestration, replay/backfill, dataset publication, quality, freshness, lineage, and Iceberg/Parquet/Arrow boundaries. Database engine tuning and model or retrieval semantics have separate owners.
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bejeweledme Bundle Database EngineeringDesign, diagnose, and change relational and embedded databases, especially PostgreSQL and SQLite. Use for constraints, transaction anomalies, locks, SQL plans and indexes, schema changes, maintenance, and restore. Store topology and cross-system guarantees belong to system-design.
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cookiemonsterdev Bundle Mysql DocsUse when users ask how to write, explain, configure, tune, secure, replicate, back up, monitor, or troubleshoot MySQL SQL, schemas, indexes, transactions, users, privileges, InnoDB, replication, Group Replication, InnoDB Cluster, connectors, or server settings, especially when they need official MySQL documentation, exact links, or docs-grounded guidance.
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randommonicle Skill Live State FirstPlaybook for the always-on norm "probe live state before building from any described state". Load when about to write code, SQL, config, or a fixture from a handover, memory note, README, audit tracker, or code comment, or when two documents disagree. Does not fire on repo/PR/branch state (parallel-work-recon owns repo probes) or on state you observed yourself this session.
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oliver-kriska Bundle Tidewave Integration 4Tidewave MCP runtime tools — debugging, smoke testing, live state inspection, SQL queries, hex docs. Use when evaluating code in a running Phoenix app.
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ahmedkhaledmohamed Skill Data Analyst 2Data exploration and analysis partner for Product Managers. Use when the user needs to query databases, analyze metrics, create dashboards, or extract insights from data. Triggers include "query", "analyze data", "metrics", "BigQuery", "SQL", "dashboard", "what does the data say", or when working with quantitative information.
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congdon1207 Bundle XLSX---
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mardab96 Skill Ltv Cohort Read EcommerceReads customer cohorts from order exports to show repeat rate, time to second order, payback window, and which acquisition sources or first products produce customers who come back. Use when deciding how much a first order can cost, whether a channel is worth its CAC, or which product should be the entry point.
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mardab96 Skill Subscription Churn Review EcommerceDiagnoses subscription and replenishment churn from subscriber exports, cancellation reasons, failed payments, and flow settings. Use when a store runs subscribe-and-save, refill, or membership billing and churn is rising, cycle-two drop-off is heavy, or involuntary churn has never been separated from voluntary. Only applies to stores with recurring billing; a one-off purchase store should use LTV and Cohort Read instead.
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opendcai Bundle Pandas Operator 2Reference documentation for the PandasOperator operator. Use when: applying custom DataFrame transformations without LLM.
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opendcai Bundle Bench Answer Generator 2Reference documentation for the BenchAnswerGenerator operator. Covers the constructor, full run() signature, actual generation behavior, and integration notes for unified bench evaluation pipelines. Use when: generating model answers from benchmark question rows before passing the dataframe into UnifiedBenchDatasetEvaluator.
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opendcai Bundle Chunked Prompted Generator 2Reference documentation for the ChunkedPromptedGenerator operator. Covers the constructor, file-path based chunking flow, actual prompt construction, and output file writing behavior. Use when: the dataframe stores file paths, the file content may exceed a single LLM context window, and you want the generated results written into new text files.
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opendcai Bundle Format Str Prompted Generator 2Reference documentation for the FormatStrPromptedGenerator operator. Covers the constructor, prompt template restrictions, placeholder-to-column mapping, actual prompt-building logic, and runnable example usage. Use when: one generation task needs multiple dataframe columns combined into a single prompt through a template.
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opendcai Bundle Random Domain Knowledge Row Generator 2Reference documentation for the RandomDomainKnowledgeRowGenerator operator. [Purpose] Calls an LLM repeatedly with the same domain-generation prompt and writes the generated results into one column of an existing DataFrame. [When to use] Use it when you already have a seed DataFrame with the exact target row count and want to fill one output column with domain-specific generated content. If you need to build prompts from existing row fields, use PromptedGenerator or FormatStrPromptedGenerator instead.
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nordeim-openclaw-curated-skills Bundle Water Coach💧 Water Coach v1.5.1
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tmolavi Bundle Alloydb Postgres DataUse these skills when you need to explore the database schema, identify objects like views and triggers, and execute custom SQL queries to interact with your data.
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echo-aloha Bundle Pfc5 Ae EnergyInstrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered AE events, macro energy density, source fields, stage summaries, and auditable CSV outputs.
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echo-aloha Bundle Pfc PostprocessingPost-process PFC 5.0 asphalt CSV and image exports into reproducible curves, fields, rose diagrams, animations, and summary tables without relying on a local PFC installation.
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 bulk-match-enrich, casting-gap-analysis, lark-drive. 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.