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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aibot88 Bundle Memstack Security Rls GuardianUse this skill when creating or altering database tables in Supabase or PostgreSQL projects. Triggers include: CREATE TABLE, ALTER TABLE, migration files, 'RLS', 'row level security', 'new table', 'database schema'. Enforces Row Level Security policies on every table to prevent unauthorized data access. Do NOT use for general SQL queries or non-schema database tasks.
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aibot88 Bundle Sales VerintVerint Open Platform help — enterprise CX automation with Da Vinci AI bots (Quality Bot 100% QA, Coaching Bot real-time guidance, Wrap Up Bot auto-summaries, CX/EX Scoring, TimeFlex agent scheduling, Exact Transcription 80+ languages), WFM forecasting/scheduling/adherence, knowledge automation, IVA virtual assistants, speech/text analytics, financial compliance, Verint Marketplace 350+ listings. Use when Verint reports loading slowly or showing inconsistent data, Quality Bot not scoring interactions correctly, Coaching Bot recommendations irrelevant, WFM forecasts off vs actual volume, Verint API integration or developer portal questions, comparing Verint vs NICE vs Genesys WEM capabilities, or connecting Verint to your CCaaS or CRM. Do NOT use for choosing between CCaaS platforms (use /sales-ccaas-selection) or for QA tool comparison across vendors (use /sales-coaching).
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aibot88 Bundle So Me StudioSchedule posts, manage drafts, reply to inbox messages, generate AI captions/images/UGC videos, query analytics, and automate social-media operations across Twitter/X, LinkedIn, Instagram, Facebook, TikTok, YouTube, Threads, WhatsApp, Pinterest, and Dribbble — driven from the Hermes Agent CLI via the `so-me` binary.
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aibot88 Bundle Sqlite GuideGuide pour écrire des requêtes SQL et concevoir des schémas SQLite avec les bonnes pratiques. À utiliser quand l'utilisateur travaille avec SQLite, écrit des requêtes SQL ou conçoit des schémas de base de données. Se déclenche aussi avec "requête SQL", "schéma SQLite", "base de données SQLite", "migration SQL", "table SQLite", "query SQL".
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aibot88 Bundle Strm MappingUse when asked to map, crosswalk, align, compare, or gap-analyze any two cybersecurity frameworks, control catalogs, or regulatory requirements using NIST IR 8477 Set-Theory Relationship Mapping (STRM). Triggers on terms like "map controls", "crosswalk", "framework alignment", "gap analysis", or producing a STRM CSV output file.
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aibot88 Bundle SyntherklaasGenerate synthetic data from scratch through an interactive dialog — ask the user table-by-table about columns, types, foreign keys, and constraints; render the data model as ASCII UML; ask for volume + distributions; then generate consistent fake data with Faker (locale-aware) + NL-locked providers for BSN/IBAN/postcode. Outputs CSV (loose files), XLSX (loose or multi-sheet), or SQLite. Schema can be saved to YAML for re-invoke (`/syntherklaas <yaml-path>` skips the dialog, runs deterministic generation). Use when the user wants test data, demo data, fake data with FK relations, or mentions "synthetic data", "fake data", "test data", "demo dataset", "BSN-safe test data", or "anonimiseer me een schema".
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aibot88 Bundle Titan RecallRetrieve Titan candidate memory records with source, record id, authority note, confidence, and verification path. Use when a Titan service-cohort route needs this explicit bounded step. Do not use for hidden background agents, silent mutation, unreviewed proof sovereignty, or memory canonization without owner confirmation.
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personamanagmentlayer Bundle Cleantech ExpertExpert in clean technology, renewable energy systems, carbon tracking, ESG reporting, sustainability analytics, and energy optimization. Use when the user mentions renewable energy, carbon tracking, esg, sustainability, energy optimization, or green tech, or when the task involves Renewable Energy Systems, Carbon Accounting, ESG Reporting Frameworks, or Carbon Tracking and Accounting System.
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personamanagmentlayer Skill Logistics ExpertExpert-level supply chain management, logistics optimization, warehouse systems, and fleet management. Use when the user mentions supply chain, warehouse, fleet, or optimization, or when the task involves Supply Chain Management or Technologies.
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personamanagmentlayer Bundle E Learning ExpertBuild comprehensive e-learning solutions including course management, student engagement, assessment systems, and learning analytics. Use when the user mentions an LMS, online courses, SCORM or xAPI, student engagement, assessments and grading, or learning analytics.
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personamanagmentlayer Bundle Healthtech ExpertExpert in health technology, telemedicine, wearables, health data analytics, patient monitoring, and digital therapeutics. Use when the user mentions telemedicine, wearables, health analytics, patient monitoring, digital health, or mhealth, or when the task involves Telemedicine and Virtual Care, Wearable Health Devices, Remote Patient Monitoring, or Digital Therapeutics.
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personamanagmentlayer Bundle Social Media ExpertBuild comprehensive social media solutions including content management, engagement tracking, influencer campaigns, and social analytics. Use when the user mentions social media content scheduling, engagement metrics, influencer campaigns, social listening, or community management.
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personamanagmentlayer Bundle Customer Support ExpertBuild comprehensive customer support systems including ticketing, knowledge management, SLA tracking, and customer satisfaction analytics. Use when the user mentions helpdesk or service desk, ticketing, SLA targets, knowledge bases, escalation workflows, CSAT/NPS, or customer success operations.
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personamanagmentlayer Bundle Document Processing ExpertRead, generate and modify office documents and PDFs from code: PDF extraction and forms, Word documents, Excel workbooks and PowerPoint decks. Use when the user mentions PDF, DOCX, XLSX, PPTX, Word, Excel, PowerPoint or spreadsheets, wants data extracted from documents, needs a report or invoice generated as a file, must fill a form, or when the task involves parsing scanned documents, merging or splitting files, or producing a document a person will open.
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personamanagmentlayer Bundle Business Intelligence ExpertBuild comprehensive business intelligence solutions including data warehouses, ETL pipelines, interactive dashboards, and analytical reporting systems. Use when the user mentions BI, data warehousing, star or snowflake schemas, OLAP cubes, ETL/ELT pipelines, dashboards, KPIs, or analytical reporting.
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drshailesh88 Bundle Viral Content PredictorAnalyzes medical education content ideas from PDFs/DOCX files to predict viral potential (views, likes, shares, AVD) and provides actionable insights. Use when the user needs to evaluate content ideas for engagement potential, get predictive analytics on video performance, research trending topics in medical/health niches, analyze YouTube comments and audience sentiment, identify knowledge gaps and myths, or prioritize content ideas based on viral likelihood.
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onewave-ai Skill Icp Deep ScannerDeep-scan any tools you connect (CRM, email, support, reviews, analytics, billing, database) to produce a data-grounded Ideal Customer Profile and a reusable persona library. Read-only by default. Use when you need to define or refresh your ICP, build buyer personas from real data instead of guesses, or generate the persona inputs that the customer-panel-of-experts and prospect-panel-simulator skills consume.
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onewave-ai Bundle Weekly Business ReportAuto-generates weekly KPI reports from multiple data sources including Supabase analytics, CRM data, financial spreadsheets, and email metrics. Produces executive-ready reports with dashboards, trends, highlights, concerns, and action items.
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onewave-ai Bundle Database Schema DesignerDesign optimized database schemas for SQL and NoSQL databases including tables, relationships, indexes, and constraints. Creates ERD diagrams, migration scripts, and data modeling best practices. Use when users need database design, schema optimization, or data architecture planning.
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rampstackco Bundle Experiment DesignA discipline for designing experiments (A/B tests, multivariate, holdouts) so the results actually answer the question you asked. Hypothesis writing, sample size, duration, segment analysis, running discipline, matching a result to a pre-committed decision rule, and the common failure modes that produce confidently wrong shipping decisions. Use this skill whenever the user is planning a test that has not run yet: framing a hypothesis, sizing the sample, setting duration, choosing guardrails, or deciding whether something is worth testing at all. Triggers on design an experiment, experiment plan, A/B test, split test, multivariate test, holdout, experiment hypothesis, sample size, minimum detectable effect, MDE, test duration, guardrail metric, no peeking, pre-committed decision rule, is this worth testing. Use `experimentation-analytics` instead when the test has already run and the question is how to read the result panel.
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rampstackco Bundle Beta Program ManagementRunning closed and open betas that produce real signal. Beta participant selection, structured feedback collection, beta-to-GA decision criteria, and the difference between soft-launch (no structure, no signal), kitchen-sink (everyone in, no actionable feedback), and structured beta (calibrated cohort, intentional feedback loops, clear graduation criteria). Triggers on beta program, alpha test, beta cohort, beta participant, beta feedback, beta to GA decision, design partner, early access program, closed beta, open beta, RC release. Also triggers when a feature is approaching launch and the team needs structured pre-GA validation, when prior betas produced noise rather than signal, or when the team has soft-launched before but wants more structured feedback this time.
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rampstackco Bundle Experimentation AnalyticsHow to read experiment results without fooling yourself. Confidence intervals, p-values, multiple testing, sequential testing, CUPED, heterogeneous treatment effects, ratio metrics, network effects, dashboard reconciliation, and the interpretation failures that produce confidently wrong shipping decisions. Use this skill whenever the user is reading a finished experiment result panel and about to make a ship, kill, or iterate decision, or when an experiment number does not match the dashboard number. Triggers on read experiment results, result panel, ship or kill decision, p-value, confidence interval, statistical significance, multiple testing, peeking, sequential testing, CUPED, variance reduction, heterogeneous treatment effects, ratio metric, network effects, inconclusive test, experiment versus dashboard mismatch. Use `experiment-design` instead when the test has not run yet and the question is hypothesis, sample size, duration, or what to test.
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rampstackco Bundle Data Warehouse ExperimentationRunning experiments out of the data warehouse instead of via dedicated experiment platforms. SQL-based assignment, exposure logging discipline, metric definitions in dbt models, statistical analysis in SQL or Python, variance reduction with CUPED, sequential testing, and the operational tradeoffs vs platforms like Statsig and Optimizely. Triggers on warehouse-native experimentation, run experiments in BigQuery, run experiments in Snowflake, dbt experiments, SQL t-test, CUPED variance reduction, exposure log, sample ratio mismatch, sequential testing, mSPRT, doubly robust estimation, build vs buy experimentation. Also triggers when the team is choosing between platform and warehouse, building warehouse-native experiment infrastructure, auditing one, or running an experiment with a custom metric the platform cannot handle.
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linkfox-ai Bundle Linkfox Echotik List Video搜索和分析TikTok视频数据,按区域、达人、商品、类目、播放量、时长、发布时间、是否带货/投流/AI视频等条件筛选视频,返回播放量、点赞、评论、分享、收藏、视频销量与GMV等指标,覆盖16个TikTok Shop站点。当用户提到TikTok视频搜索、TikTok视频列表、TikTok带货视频、TikTok视频数据、TikTok视频播放量、TikTok视频销量、TikTok视频分析、EchoTik视频、TikTok video search, TikTok video list, TikTok video analytics, TikTok promotional videos, TikTok video views, TikTok video engagement时触发此技能。即使用户未明确提及"EchoTik"或"TikTok",只要其需求涉及按条件搜索或分析TikTok视频表现指标,也应触发此技能。
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linkfox-ai Bundle Linkfox Amazon Store Report亚马逊店铺报告自动化获取技能,支持库存报告、订单报告、销售流量报告、FBA报告、财务结算报告等95+种报告类型的全流程自动获取(请求→轮询→下载→解压);完成后默认启动本机短时HTTP服务,生成extractedFileHttpUrl供浏览器下载已解压文件。本技能依赖 linkfox-amazon-store-auth(授权与令牌管理)。当用户提到拉取亚马逊报告、下载Amazon报告、获取库存报告、获取订单报告、FBA报告、销售流量报告、财务结算报告、Brand Analytics报告、ABA搜索词报告、pull Amazon report, download Amazon report, fetch inventory report, fetch orders report, FBA report, sales and traffic report, settlement report, Amazon store report时触发此技能。只要其需求涉及从亚马逊卖家后台拉取任何形式的结构化数据(库存、订单、销量、财务、退货等),也应触发此技能。
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linkfox-ai Bundle Linkfox Echotik List Seller搜索和分析TikTok Shop店铺(卖家)数据,按区域、类目、近30日GMV、销售趋势、上架时间、本土/跨境店铺等条件筛选店铺,返回销量、销售额(GMV)、粉丝数、评分、评价数、好评率、送达率、回复率、带货达人数、带货视频数、直播数、在店商品数等指标,覆盖16个TikTok Shop站点。当用户提到TikTok店铺搜索、TikTok卖家分析、TikTok Shop店铺排行、TikTok店铺销量、TikTok店铺GMV、TikTok带货店铺、EchoTik店铺数据、TikTok Shop seller search, TikTok shop list, TikTok seller analytics, EchoTik seller, TikTok store data时触发此技能。即使用户未明确提及"EchoTik"或"TikTok",只要其需求涉及在TikTok Shop上按条件筛选或分析店铺/卖家表现指标,也应触发此技能。
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linkfox-ai Bundle Linkfox Kalodata Tiktok Video通过kalodata数据搜索TikTok电商热门带货视频榜单并查询指定视频的详细数据,支持按地区、货币、语言与日期范围查看高排名/高播放/热销带货视频,并可用videoId获取播放、点赞、评论、分享、销售额、GPM及广告投放指标。当用户提到TikTok视频搜索、TikTok视频榜单、TikTok视频排行、TikTok热门视频、TikTok带货视频排行、TikTok爆量视频、TikTok视频详情、TikTok带货视频数据、视频播放量、视频互动数据、TikTok video search, TikTok video ranking, TikTok viral video chart, TikTok video detail, video analytics, kalodata video search/detail时触发此技能。即使用户未明确提及"kalodata",只要其需求涉及查看TikTok平台热门带货视频榜单或某个TikTok视频的详细带货与互动数据,也应触发此技能。
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borisghidaglia Bundle Sbs TrainingStronger By Science (SBS) program templates by Greg Nuckols. Activate when users ask about SBS programs, autoregulated training, training max systems, set threshold progression, reps to failure progression, last set RIR, program builder, or want to set up/run any of the 12 SBS spreadsheet programs.
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childbamboo Bundle XLSX ReaderReads Excel (.xlsx) files and converts to Markdown format. Handles multiple sheets and large tables. Use when needing to read Excel spreadsheets. Requires openpyxl package.
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madsnorgaard Skill Drupal SecurityDrupal security expertise. Auto-activates when writing forms, controllers, queries, or handling user input. Prevents XSS, SQL injection, and access bypass vulnerabilities.
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madsnorgaard Skill Drupal MigrationDrupal migration expertise. Use when working with D7-to-D10 migrations, CSV imports, JSON API imports, or custom migration plugins.
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0juano Bundle Bondterminal X402Query BondTerminal API using x402 keyless payments. No API key needed — pay $0.01 USDC per request on Base mainnet. Use when users ask for Argentine bond data, analytics, cashflows, history, riesgo país, or ISIN/ticker lookups (e.g. AL30, GD30, US040114HS26). Supports automatic 402 → payment → retry.
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crustdata Bundle Email EnrichmentEnrich a list of email addresses to find the person behind each one (email to person profile). Uses a six-phase waterfall over the Crustdata Code Mode MCP, calling these tools inside execute() scripts: company_identify, person_enrich (business_emails) / batch_person_identify, person_search (name+company and name-only strategies), web_search_live, web_enrich_live. Handles verification, progress saving, and resume. Trigger on: "enrich these emails", "who are these people", "find info for these email addresses", "look up these contacts", "identify people from emails", "reverse email lookup", "email to profile", or when someone provides a list/CSV/spreadsheet of email addresses wanting contact info.
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crustdata Bundle Sales ProspectingProspecting hub. Opens by asking your GOAL, then routes to 7 sub-skills - find new companies, lookalikes of best customers, rank my accounts, event prospecting, expansion radar, TAM builder, champion tracker (with live watcher). Iterative Crustdata search, FIT x TIMING x WARMTH scoring, opt-in enrichment, handoff to sheet or CSV. Use for "build me a list", "find companies like <customer>", "who should I prospect", "rank my accounts", "who's hot in my book", "list for <conference>", "upsell targets", "how big is this market", "track champions who leave customers".
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faasjs Bundle Faasjs PgUse when working with @faasjs/pg or PostgreSQL in FaasJS: Tables declaration merging, QueryBuilder, select aliases, parameterized sql expressions, raw SQL, numeric/decimal/bigint boundaries, transaction isolation and read-only modes, row locks, concurrency, migrations, SchemaBuilder, TableBuilder, faasjs-pg CLI, PgVitestPlugin, shared migration snapshots, per-file test database isolation, and database type tests.
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httprunner Bundle Resolve Kwai Cdn UrlResolve Kuaishou (快手 / Kwai) share links or share text into video CDN URLs. Use for single links, share text, or CSV inputs when output must be JSONL with CDNURL/error_msg. Prefer videodl (videofetch); fall back to GraphQL/mobile-page extraction with cookies when needed.
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 memstack-security-rls-guardian, sales-verint, so-me-studio. 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.