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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haibarakiku Bundle Health Informatics SpecialistElite health informatics specialist specializing in EHR optimization, clinical decision support, health data analytics, and interoperability. Bridges clinical practice and information technology to improve patient outcomes through data-driven solutions.
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charlieviettq Skill Write QueryWrite optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with joins and aggregations, optimizing a query against a large partitioned table, or getting dialect-specific syntax for Snowflake, BigQuery, Postgres, etc.
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charlieviettq Bundle Cs Analytics"Measure and optimize customer service performance using CSAT, NPS, CES, First Contact Resolution, and text mining on support tickets. Use this skill when the user needs to evaluate CS team performance, identify top complaint drivers, optimize staffing, or build CS dashboards — even if they say 'is our CS team doing well', 'what are customers complaining about', 'how many agents do we need', or 'build a CS dashboard'.".
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charlieviettq Bundle Ecom Analytics"Analyze e-commerce performance using GA4 metrics, conversion funnel analysis, and key e-commerce KPIs. Use this skill when the user needs to evaluate online store performance, diagnose conversion drop-offs, set up e-commerce tracking, or create performance dashboards — even if they say 'why are sales down', 'optimize our online store', 'set up GA4 for e-commerce', or 'what metrics should we track'.".
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charlieviettq Skill Quant Analyst"Use this agent when you need to develop quantitative trading strategies, build financial models with rigorous mathematical foundations, or conduct advanced risk analytics for derivatives and portfolios. Invoke this agent for statistical arbitrage strategy development, backtesting with historical validation, derivatives pricing models, and portfolio risk assessment.".
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charlieviettq Skill UX Researcher"Use this agent when you need to conduct user research, analyze user behavior, or generate actionable insights to validate design decisions and uncover user needs. Invoke when you need usability testing, user interviews, survey design, analytics interpretation, persona development, or competitive research to inform product strategy.".
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charlieviettq Skill Tw Ecom Analytics Benchmarks"Taiwan e-commerce benchmark ranges for CVR, ROAS, LTV, AOV, repeat rate, cart-abandon — segmented by vertical (3C, 美妝, 服飾, 母嬰, 生鮮) and channel (DTC, Shopee, momo). Use when a TW merchant asks 'is my CVR / ROAS good?' or when sizing a business case. Source discipline: cite industry report or vendor data; mark undocumented ranges as estimates. STATUS: SKELETON — body pending.".
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openaccountants Skill Workflow BaseUniversal workflow base for all accounting and compliance skills worldwide — tax, bookkeeping, payroll, e-invoicing, company formation, financial statements, transfer pricing, and tax optimization. Contains jurisdiction-agnostic workflow architecture — conservative defaults principle, reviewer assumption, output specification (Excel working paper + reviewer brief + action list), self-check framework, confidence tier definitions, execution pacing, citation discipline, and prohibition framework. No rates, no thresholds, no form references, no country-specific rules. MUST be loaded alongside at least one content skill that provides the actual rules for the relevant obligation and jurisdiction. Domain-specific workflow bases (bookkeeping-workflow-base, payroll-workflow-base, etc.) extend this base with domain-specific steps. Every output is reviewed by a credentialed professional before filing.
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openclaw-commons Skill CSV ParserCsv Parser
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openclaw-commons Skill SQL QueriesSql Queries
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openclaw-commons Skill SQL ToolkitSql Toolkit
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openaccountants Skill Shopify Integration> Integration skill for Shopify Payments and Orders CSV exports. Activate when the user uploads a Shopify CSV, Shopify payments export, Shopify orders export, or mentions Shopify transactions.
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openaccountants Skill Freeagent Integration> Integration skill for FreeAgent accounting software CSV exports and imports. Activate when the user uploads a FreeAgent CSV, FreeAgent bank statement, or mentions FreeAgent. Popular UK accounting software for freelancers and micro-businesses.
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openaccountants Skill Quickbooks Integration> Integration skill for QuickBooks Online CSV exports and imports. Activate when the user uploads a QuickBooks transaction export, bank transaction CSV, or mentions QuickBooks, QBO, or Intuit.
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openaccountants Skill Excise Tax Workflow Base> Tier 1 workflow base for excise duty skills covering harmonised excise on energy products, alcohol, and tobacco (EU Directives 2003/96/EC, 92/83/EEC, 2011/64/EU) and non-harmonised excise (sugar, plastics, single-use plastic, gambling, environmental). Workflow architecture only — no country rate tables or product-specific guidance. MUST be loaded alongside a country excise content skill. Assumes a licensed excise warehouse keeper or authorised consignor / consignee operates under bond and EMCS (Excise Movement and Control System). Does NOT cover: customs duty (see customs-duties-workflow-base), VAT on excise products (see country VAT skills), excise on cannabis where legalised (specialist), or licensing process for excise warehouse.
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openaccountants Skill Amazon Seller Integration> Integration skill for Amazon Seller Central settlement reports and date range reports. Activate when the user uploads an Amazon settlement report, Amazon seller CSV, or mentions Amazon Seller Central, FBA, or Amazon payouts.
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openclaw-commons Skill Pandas AnalysisPandas Analysis
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openclaw-commons Skill Excel AutomationExcel Automation
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vincentchuwaichow Bundle Alibaba Analyticdb RealtimeOperate AnalyticDB for MySQL and PostgreSQL, Hologres real-time OLAP analytics, and DAS real-time diagnostics for sub-second interactive analytics workloads.
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vincentchuwaichow Bundle Databricks SQL PerformanceUse this skill to statically review SQL warehouse and query performance: warehouse type and sizing for concurrency, Photon and Predictive I/O applicability, three-tier caching semantics and when a cached result is misleading, query-profile reading for skew and spill, data layout via liquid clustering and data skipping, and materialized-view refresh timing. Reads warehouse configuration, schema, query text, query profiles, query history, and ANALYZE output only; it never executes any query and never recommends a live mutation without explicit approval.
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vincentchuwaichow Bundle Fabric Analytics EngineeringFabric Analytics Engineering
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openaccountants Skill Wise Integration> Integration skill for Wise (formerly TransferWise) statement CSV exports. Activate when the user uploads a Wise statement, Wise CSV, or mentions Wise, TransferWise, or multi-currency transfers.
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openaccountants Skill Xero Integration> Integration skill for Xero accounting software exports. Activate when the user uploads a Xero bank statement CSV, Xero invoice export, or mentions Xero, bank statement import, or Xero CSV.
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openaccountants Skill Paypal Integration> Integration skill for PayPal activity download CSV exports. Activate when the user uploads a PayPal CSV, PayPal activity report, or mentions PayPal transactions. This is one of the messiest exports in common use.
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openaccountants Skill Stripe Integration> Integration skill for Stripe payment platform CSV exports. Activate when the user uploads a Stripe balance transaction report, payout report, or mentions Stripe, Stripe payments, or Stripe CSV.
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vincentchuwaichow Bundle Oci Dbtools SQL AnalystOCI Database Tools SQL Analyst
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vincentchuwaichow Bundle Fpa Forecasting AdvisorReference framework for financial planning and analysis (FP&A) covering driver-based budgeting, rolling forecasts, zero-based budgeting (ZBB), scenario and sensitivity analysis, budget-versus-actual variance analysis, long-range planning (LRP), integrated P&L/balance sheet/cash flow modeling, xP&A (extended planning and analysis), FP&A technology platforms (Anaplan, Adaptive Insights/Workday Adaptive Planning, OneStream, Vena, IBM TM1/Planning Analytics), and MD&A narrative support. Applicable across US GAAP, IFRS, and UK FRS 102 reporting contexts. Advisory only — never writes to any planning system, ERP, or GL, and never accepts confidential forecast figures, MNPI, or company-identifying budget data.
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vincentchuwaichow Bundle Dotnet Efcore Data Access ReviewUse this skill when statically reviewing EF Core data access — DbContext lifetime and registration, N+1 query patterns, unbounded result sets, raw SQL injection surface, optimistic concurrency tokens, migration discipline, multi-tenant global query filters, and connection resiliency. Trigger when a user provides EF Core source (a DbContext class, entity configuration, migrations, repository or query code), asks why queries are slow or why tenants can see each other's data, or wants to know whether their data access layer is correct, performant, and isolated. This skill reads source only; it never runs migrations, opens a database connection, or executes SQL.
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vincentchuwaichow Bundle Salesforce Bulk Data Ops SkillGenerates scripts for Salesforce bulk data operations: mass owner reassignment, record deduplication (Apex MergeOpportunities pattern), mass field update, batch close stale records, contact deactivation, and lead conversion. Outputs both Data Loader CSV transformation templates and Anonymous Apex scripts ready for sf apex run. T0 generation only — T2 dry-run execution requires salesforce-deployment-validator-skill. TRIGGER when: user says reassign owners, mass update field, deduplicate records, bulk close opportunities, mass deactivate contacts, data loader script, batch update, bulk reassign, clean up stale records. DO NOT TRIGGER when: single record updates (use salesforce-soql-explorer-skill for lookup then handoff), permanent hard-deletes (T3 prohibited, route to salesforce-live-guard-agent), schema or field changes (use salesforce-metadata-fetcher-skill).
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vincentchuwaichow Bundle Salesforce Field Mapping SkillMaps CSV or spreadsheet column headers to Salesforce field API names with type mismatch detection, missing-field flagging, picklist value normalization, and API name collision detection. Used during data migration from HubSpot, Pipedrive, Excel exports, and legacy CRMs. TRIGGER when: user says map these columns to salesforce fields, field mapping for migration, convert csv headers to api names, import field mapping, migrate data from hubspot/pipedrive/excel, column mapping for data loader. DO NOT TRIGGER when: live data migration execution (use salesforce-bulk-data-ops-skill), schema design or new field creation (use salesforce-data-architecture-agent), field-level security review (use salesforce-permission-model-review-skill).
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vincentchuwaichow Bundle Netsuite Routing ProtocolUse this skill when a NetSuite matter must be classified and routed to the right specialist agent, when a matter crosses multiple NetSuite domains and needs parallel review, when a live-account mutation intent must be gated, or when specialist agents disagree and the conflict must be resolved. It defines routing rules per matter type, the cross-domain overlap matrix covering finance × developer × identity × integration × analytics × OneWorld × AI-connector × compliance, and the conflict-resolution protocol. Does not give NetSuite or business advice; routing is a recommendation only and never makes a binding routing decision on behalf of a human owner.
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vincentchuwaichow Bundle Snowflake Platform AdministratorUse this skill to review the operability of a running Snowflake estate: account and organization administration, warehouse and object lifecycle, account parameter posture and resolution level, ownership mapping, measured configuration drift, usage monitoring coverage, and operational readiness. Trigger when the question is how the platform is run and recovered rather than how it should be shaped. Static review only: it never executes an administrative statement and never mutates an account.
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vincentchuwaichow Bundle D365 Supply Chain Plan To ProduceReview Dynamics 365 Supply Chain Management master planning (Planning Optimization/MRP), inventory management accuracy, procurement and sourcing configuration, warehouse management setup, and production control parameters including BOMs and routes. Enforces data-accuracy-before-planning discipline, detects coverage-settings and BOM configuration gaps, and requires live-guard escalation before production master-planning parameter or item-coverage changes. Refuses to approve planning output without inventory accuracy and coverage-settings evidence.
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vincentchuwaichow Bundle Snowflake Migration ModernizationUse this skill to assess migration to Snowflake from, or coexistence with, Teradata, Oracle, SQL Server, Redshift, BigQuery, Databricks, Hadoop/Spark, or a legacy EDW: workload inventory and per-workload classification, SQL and semantic compatibility, data gravity, security mapping and control gaps, wave sequencing, dual running, reconciliation, cutover, and rollback expiry. Trigger on any migration, replatform, or coexistence question. Static review only: it never moves data or executes a cutover, and it may conclude that a workload should not move.
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mouadja02 Bundle Product AnalyticsUse when defining product KPIs, building metric dashboards, running cohort or retention analysis, or interpreting feature adoption trends across product stages
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mouadja02 Bundle Senior Data ScientistSenior data scientist — stats modeling, causal inference, ML, Python/pandas/sklearn/PyMC
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 health-informatics-specialist, write-query, "cs-analytics". 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.