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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openyida Bundle Yida Table Form宜搭表格形态批量表单提交页面开发。支持动态增删行、行内编辑验证、Excel 粘贴导入、草稿暂存、批量 saveFormData 提交。适用于需要一次性录入多条表单数据的场景。
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knuckles-team Bundle Pandas DocsComprehensive reference documentation for Pandas Docs.
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pinocpie Skill XLSX Thสร้าง Excel spreadsheet
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anotb Bundle QA WorkpaperReviews a completed control-test workpaper for QA along named dimensions: scope alignment to the test plan, source-criteria sufficiency, evidence reliability, procedure execution rigor, exception classification, conclusion support, severity calibration, reviewer separation, and remediation handoff. Output is a QA review pack — Excel workbook with QA markup tabs over the workpaper plus a Word QA memo summary — that lists deficiencies by severity, a decision (accept, return for rework, conditional accept), and required rework before workpaper closure. Best for: - A second-line QA function or independent reviewer is performing the standard QA pass over a completed workpaper before issue closure or examiner sharing. - An internal-audit director is rolling up workpaper-quality metrics across a testing cycle and needs structured QA notes per workpaper. - A targeted Federal Reserve, OCC, FDIC, CFPB, NYDFS, or state DOI exam is imminent and the team is doing a self-QA sweep on the workpaper population the examiner wi
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anotb Bundle Evidence Request BuilderDrafts the provided-by-client (PBC) evidence request list for a single control test cycle: one numbered row per ask, each carrying the control objective tested, criterion source, artifact requested, format, system of record, owner role, due date, population reference, reliance classification, and status. Produced before fieldwork begins; tracked through fieldwork; closed when every row resolves to received-or-not-applicable. The deliverable is an Excel workbook rendered via the `xlsx` skill in `document-skills`. Downstream, the workpaper consumes the request_id per evidence row and the closure binder consumes the closed list as the index of what was produced. Best for: - A compliance-testing or internal-audit pod has a signed test plan and is preparing the evidence ask before fieldwork begins. - A second-line reviewer is preparing for an upcoming examination and needs to pre-anticipate the regulator's evidence asks against current control coverage. - A QA reviewer is building a re-perform request list to redo
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anotb Bundle Fintech Partner ControlsDrafts the fintech-side controls evidence pack a sponsor bank's third-party risk function expects in its file: control inventory mapped to Reg E error-resolution timing, NACHA Operating Rules obligations the program operator owes upstream, FBO subledger reconciliation, sponsor-bank reporting cadence, customer-facing disclosure adherence (Reg E §1005.7-§1005.11, Reg DD), money-transmitter / MSB BSA posture where applicable, contract-clause adherence evidence under the program agreement, and a 12-month incident-history summary. Output is a Word memo plus an Excel control inventory, review-ready for the fintech's own second line and for production to the sponsor bank's TPRM team or to a state-MTL examiner. Best for: - A fintech, neobank, BaaS program, or wallet operator preparing or refreshing its self-evidence pack for a sponsor-bank annual review, sponsor-bank-led audit, or state-MTL exam. - Compliance has been asked to self-evidence Reg E §1005.11 error-resolution timing (10 / 45 / 90-day clocks), NACHA retur
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anotb Bundle Life Health Pricing GovernanceDrafts a second-line pricing-governance review of a US life or health rating change (new rate filing, refile, accelerated-underwriting model, rating-plan refresh, ML-driven rating factor, post-issue underwriting model) for a state DOI rate analyst's audience. The artifact carries a rate-filing summary, a rating-factor map, an unfair-discrimination analysis under NAIC Model #880, disparate-impact red flags under state DOI bulletins, AIS Program coverage against the NAIC AI Bulletin (December 2023), and documentation completeness against SR 11-7-equivalent expectations. The deliverable shape is a Word memo plus an Excel rating-factor map; SERFF-track and AU-track engagements use the same spine. Best for: - A life or health insurer is preparing or refreshing a rate filing and second-line wants the pricing-governance file before SERFF submission. - An accelerated-underwriting model or ML-driven rating factor has gone through development and second-line needs the unfair-discrimination and disparate-impact review b
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anotb Bundle Complaint Theme AnalysisAggregates and themes a population of consumer complaints (CFPB Complaint Database extracts, internal complaint-management records, app-store reviews, social signals, state-AG referrals, employee escalations) into named themes with severity, root-cause hypotheses, regulatory exposure mapping, and trended movements. Produces two artifacts: an Excel theme-aggregation matrix and a Word memo with the narrative analysis. Themes (not individual complaints) are the unit of analysis. The skill surfaces signal for the consumer compliance committee, the conduct committee, and the cross-skill chain into UDAAP, fair-lending, and adverse-action review; it does not finalise UDAAP determinations, fair-lending findings, or actions on individual complaints. Best for: - Quarterly or monthly complaint-themes pack to the consumer compliance committee, conduct committee, or risk committee. - Pre-exam preparation: re-running the firm's last 12 to 24 months of CFPB Complaint Database public data (and the firm-internal channels) aga
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blink-new Skill Blink TiktokAccess TikTok videos, analytics, and account data. Use when asked to list videos, check video performance, or access TikTok creator data. Requires a linked TikTok connection.
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blink-new Skill Blink TwitterPost tweets, read timeline, search tweets, manage DMs, and view analytics on Twitter/X. Use when asked to tweet, reply, search Twitter/X, or check follower activity. Requires a linked Twitter/X connection.
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blink-new Skill Blink MailchimpManage Mailchimp email lists, campaigns, and subscribers. Use when asked to check subscriber counts, create campaigns, or view email analytics. Requires a linked Mailchimp connection.
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blink-new Skill Blink Google SheetsRead and write data in Google Sheets. Read cell values, update cells, append rows, query data ranges. Use when asked to check, update, or add data to a spreadsheet. Requires the spreadsheet ID from the URL.
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jmsktm Skill Data StorytellerTransform data and analytics into compelling narratives and presentations
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jmsktm Bundle Analytics TrackingExpert guide for tracking user analytics, events, conversions, A/B testing, and data-driven insights. Use when implementing analytics, tracking user behavior, or optimizing conversions.
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kuker24 Bundle Skill StocktakeAudit and maintain quality, hygiene, and boundary integrity across OpenCodeBestFriend skills. Checks frontmatter schema, trigger keywords, exclusivity fences, path references, and test coverage. Use when reviewing installed or warehouse skills, auditing catalog health, or cleaning up skill bloat. Not for code-level security audits (full-audit-keamanan), code style review (matt-code-review), or prompt text optimization (prompt-optimizer).
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notysoty Skill SQL Query OptimizerReviews SQL queries for performance issues and rewrites them with optimized execution plans.
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iceflower Bundle DatabaseFramework-agnostic database rules including migration conventions, query performance, transaction management, concurrency control (optimistic/pessimistic locking), backup strategies, replication patterns, connection pool tuning, and CDC. Includes MySQL and PostgreSQL specific guides. Use when writing SQL or designing database access.
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kevinpbuckley Bundle Ue SubsystemsImplement engine-managed singletons scoped to a defined lifetime using Unreal's Subsystem framework — UEngineSubsystem, UGameInstanceSubsystem, UWorldSubsystem, UTickableWorldSubsystem, and ULocalPlayerSubsystem. Covers Initialize/Deinitialize lifecycle, ShouldCreateSubsystem for conditional creation, InitializeDependency for ordered init, and Blueprint/Python exposure. Use when building a service or manager (save system, ability registry, match service, analytics) and deciding whether to scope it to the process, game session, world, or local player — and when choosing between a subsystem, a manager actor, or a GameInstance override.
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kevinpbuckley Bundle Ue Data Driven DesignDrive Unreal gameplay from externally-editable data instead of hardcoded values — DataTables (UDataTable, FTableRowBase, CSV/JSON import, UCompositeDataTable), DataAssets (UDataAsset, UPrimaryDataAsset with AssetManager), Curves (UCurveFloat, UCurveTable, FRuntimeFloatCurve), config-driven UPROPERTY(config) in .ini files, and DeveloperSettings (UDeveloperSettings) for project-wide tuning. Use when defining item/enemy/level/balance schemas, choosing the right data container, exposing designer-tunable values, replacing magic numbers with editable assets, or layering data across DLC/platforms with composite tables.
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mphinance Skill Draft ArticleSingle-command driver to produce a complete Substack article package in Michael's voice. Given a topic or a pillar, writes docs/articles/<slug>/{README.md, generate_images.py, notes_teaser.md, subject_lines.md, promo_notes.csv}. Use when the user wants a "new Substack post about X", "/draft-article X", "ghost-write the X piece", or says "let's write the post on Y."
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impertio-studio Bundle Frappe Impl ReportsUse when building Script Reports, Query Reports, dashboard charts, or Number Cards in ERPNext. Prevents empty report output from wrong column definitions, broken filters, and unoptimized SQL in large datasets. Covers Report Builder, Script Report (Python + JS), Query Report, Report filters, dashboard Chart DocType, Number Card, report permissions. Keywords: report, Script Report, Query Report, dashboard, chart, Number Card, filters, columns, execute, get_data, create report, custom report, dashboard chart, report empty, no data showing..
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impertio-studio Bundle Frappe Core DatabaseUse when performing database operations in ERPNext/Frappe v14-v16. Covers frappe.db methods, ORM patterns (frappe.get_doc, frappe.get_list), raw SQL, caching patterns, and performance optimization. Prevents common mistakes with database transactions and query building. Keywords: frappe.db, frappe.get_doc, database query, SQL, ORM, caching, database performance, query returns nothing, slow database, how to fetch data, get document by name, frappe.get_list empty.
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impertio-studio Bundle Frappe Errors HooksUse when debugging hooks.py errors in Frappe/ERPNext. Covers hook not firing (typo, wrong dict structure), circular imports, app_include_js path errors, scheduler_events not running, doc_events on wrong DocType, permission_query_conditions SQL errors, override_doctype_class import failures, extend_doctype_class [v16+] conflicts, fixtures not loading. Error diagnosis by hook type for v14/v15/v16. Keywords: hooks.py error, hook not firing, scheduler not running,, hook not working, scheduler not running, app_include not loading, override not applied. doc_events error, circular import, fixtures error, override class error.
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impertio-studio Bundle Frappe Core TranslationUse when implementing translations/i18n in Frappe v14-v16 apps. Covers _() in Python, __() in JavaScript, CSV translation files, bench commands, string extraction rules, lazy translation _lt(), PO/MO files [v15+], RTL support, and custom app translations. Prevents common mistakes with f-strings, concatenation, and template literals that break string extraction. Keywords: translation, i18n, _(), __(), _lt(), CSV, PO, gettext,, translate my app, multi-language, text not translated, wrong language, how to add translation. bench get-untranslated, RTL, localization.
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impertio-studio Bundle Frappe Syntax ReportsUse when building Query Reports, Script Reports, or configuring Report Builder, including chart data integration. Prevents report errors from wrong column definitions, missing permissions, and incorrect data formatting. Covers Query Report (SQL-based), Script Report (Python-based), Report Builder, report columns definition, filters, chart_data, report permissions, prepared_report. Keywords: Query Report, Script Report, Report Builder, report columns, filters, chart_data, frappe.query_report, prepared_report, report columns, how to build report, report not showing data, chart in report..
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impertio-studio Bundle Frappe Errors DatabaseUse when handling database errors in Frappe/ERPNext. Covers DuplicateEntryError, LinkValidationError, MandatoryError, TimestampMismatchError, CharacterLengthExceededError, InReadOnlyMode, QueryTimeoutError, SQL injection errors, frappe.db.sql parameter format (% vs %s), get_value returning None, transaction deadlocks, MariaDB gone away, too many connections. Error-to-fix mapping for v14/v15/v16. Keywords: database error, DuplicateEntryError, TimestampMismatchError,, MariaDB error, MySQL error, column not found, table missing, duplicate entry, database crash. SQL injection, deadlock, MariaDB gone away, query timeout.
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impertio-studio Bundle Frappe Errors ServerscriptsUse when debugging or preventing errors in Frappe Server Scripts. Prevents ImportError (the #1 error), NameError for restricted builtins, sandbox violations, doc_events not firing, wrong script type selection, SQL injection, permission denied in scheduled scripts, infinite loops, and API scripts not returning JSON. Covers error message mapping table. Keywords: server script error, ImportError, NameError, sandbox,, ImportError in server script, script not running, sandbox error, restricted function. restricted, frappe.throw, doc_events, scheduler, API script, SQL injection.
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impertio-studio Bundle Frappe Syntax Query BuilderUse when building database queries with frappe.qb in Frappe v14-v16. Covers the PyPika-based query builder: SELECT, INSERT, UPDATE, DELETE, joins, aggregation, subqueries, cross-DB compatibility (MariaDB/PostgreSQL), and migration from raw SQL. Prevents SQL injection and DB-specific bugs. Keywords: frappe.qb, query builder, DocType, Field, pypika, join,, frappe.qb example, how to write query, join tables, SQL replacement, parameterized query. aggregate, ImportMapper, cross-database, parameterized query.
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involvex Skill DatabaseDatabase development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering.
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8421bit Bundle Niopd Ur BehaviorAnalyzes user behavior data to understand usage patterns. Use for product analytics, feature optimization, or user segmentation.
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jhonatan-oliveiradev Skill Profiling Postgres Query PerformanceUse when a PostgreSQL query is slow, resource-heavy, regressed, or has uncertain index behavior and the cause needs to be measured before changing SQL, schema, or indexes.
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xopoko Bundle Appstore Pricing PlannerApp Store subscription and IAP pricing by territory with `asc`, including price points, PPP/localized CSV imports, availability, summaries, and schedules; mutating actions require confirmation.
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carlheath Bundle Data AnalysisData Analysis Specialist - Analyzing datasets, visualizations, extracting insights. [VAD] EDA, statistical analysis, SQL queries, data visualization. Python-based analysis with pandas, numpy, matplotlib, seaborn, plotly. [NÄR] Use when: data analysis, statistics, visualization, SQL, metrics, analytics, trend, dataset, EDA, pandas, matplotlib, dashboard, query [EXPERTISE] Statistical analysis, Python data science, SQL, hypothesis testing
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danielleit241 Bundle Hs DatabasesDesign schemas, write queries for MongoDB and PostgreSQL. Use for database design, SQL/NoSQL queries, aggregation pipelines, indexes, migrations, replication, performance optimization, psql CLI.
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danielleit241 Skill Hs Document SkillsRead, create, and edit Office documents (docx, pdf, pptx, xlsx). Use for tables, forms, slides, spreadsheets.
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danielleit241 Bundle Hs XLSXCreate, edit, analyze spreadsheets (.xlsx, .csv, .tsv). Use for Excel formulas, data analysis, visualization, formatting, pivot tables, charts, formula recalculation.
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 yida-table-form, pandas-docs, xlsx-th. 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.