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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danielmiessler Bundle TelosDual-context skill: Personal TELOS reads and updates goals, beliefs, narratives, strategies, and more with timestamped backups; Project TELOS analyzes .md/.csv directories for dependency chains, bottlenecks, and alignment, generating reports, narrative points, or dashboards. USE WHEN Telos, life goals, projects, dependencies, update TELOS, narrative points, McKinsey report, dashboard, what am I wrong about, life frames, mental models. NOT FOR conversational constitutional review (use Interview).
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spencerpauly Skill Adding AnalyticsAdd PostHog analytics to a web application, including event tracking, page views, feature flags, and session replay.
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motherduckdb Bundle Motherduck QueryWrite, execute, or optimize analytical DuckDB SQL against MotherDuck data.
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motherduckdb Bundle Motherduck Duckdb SQLLook up or repair DuckDB SQL syntax and verify MotherDuck-specific command and feature support.
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motherduckdb Bundle Motherduck Build Cfa AppBuild MotherDuck analytics into customer-facing applications with tenant isolation, backend routing, and serving APIs.
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motherduckdb Bundle Motherduck Manage GuidesRead or maintain MotherDuck Guides for business definitions, join rules, and reusable warehouse conventions.
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motherduckdb Bundle Motherduck Migrate To MotherduckPlan or implement migrations to MotherDuck with SQL translation, source-to-target validation, cutover, and rollback.
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motherduckdb Bundle Motherduck Enable Self Serve AnalyticsRoll out governed MotherDuck analytics to internal teams, choosing trusted datasets, access boundaries, and owners.
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manutej Bundle PandasExpert data analysis and manipulation for customer support operations using pandas
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syncfusion-blazor-ui-components Bundle Syncfusion Blazor DatagridImplements the Syncfusion Blazor DataGrid (SfGrid) for efficient tabular operations such as sorting, filtering, paging, grouping, editing, aggregates, virtualization, lazy‑load grouping, and row or column spanning. Use this skill when building data‑grid workflows in Blazor Server, WebAssembly, Web App, or MAUI applications. Supports Excel/PDF export, virtual or infinite scrolling, customizable templates, and grid state persistence for consistent and optimized data‑grid behavior.
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syncfusion-blazor-ui-components Bundle Syncfusion Blazor Gantt ChartImplements Syncfusion Blazor Gantt for project scheduling. Covers SfGantt, GanttTaskFields, GanttColumns, GanttEditSettings, taskbar editing, dependencies, resources, timeline, critical path, baselines, and Excel/PDF export. Applicable for Blazor Gantt charts, task scheduling, WBS, and Syncfusion.Blazor.Gantt integration.
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product-on-purpose Bundle Tool Design Sprint SketchDay 2 (Tuesday) move of a Design Sprint that structures lightning demos and the four-step independent solution sketch protocol (Notes, Ideas, Crazy 8s, Solution Sketch). Each team member produces one solution sketch individually; the skill orchestrates the day but does not author the sketches themselves. Use Tuesday morning after Monday's target moment is locked. Output is the lightning demo board, sketch assignments, and the cohort of independent sketches that become Wednesday's heat-map material.
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product-on-purpose Bundle Measure Instrumentation SpecSpecifies what analytics events to track, when they fire, and what properties to include, as a contract between product and engineering that prevents undertracked features. Use before engineering builds a feature or when auditing existing tracking for gaps. For the dashboard built on top of these events, use measure-dashboard-requirements instead.
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bbeierle12 Bundle DashboardData dashboard development patterns including charts, real-time updates, filtering, and responsive layouts for analytics applications.
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scientiacapital Bundle SecurityApplication security patterns - authentication, secrets management, input validation, OWASP Top 10. Use when: auth, JWT, secrets, API keys, SQL injection, XSS, CSRF, RLS, security audit, pen testing basics.
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scientiacapital Bundle Supabase SQLClean and format SQL migrations for Supabase - idempotency, RLS policies, formatting, schema fixes. Use when: fix this SQL, clean migration, RLS policy, Supabase schema, format postgres, prepare for SQL Editor, idempotent migration.
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scientiacapital Bundle Data AnalysisExecutive-grade data analysis with pandas/polars and McKinsey-quality visualizations. Use when analyzing data, building dashboards, creating investor presentations, or calculating SaaS metrics.
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cursor Bundle WhyUse for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds. Discovers available MCPs and queries each evidence category (source control, issue tracker, long-form docs, real-time chat, infrastructure observability, error tracking, product analytics warehouse) in parallel, then returns a cited read on decisions and tradeoffs. Use how for runtime behavior.
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vm0-ai Skill SQL CookbookCraft and optimize SQL for any warehouse dialect — Snowflake, BigQuery, Databricks, Redshift, PostgreSQL. Covers window functions, CTEs, aggregations, joins, funnel queries, cohort retention, deduplication, dialect translation, slow query tuning, and cross-platform syntax differences.
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jimmypaolini Skill Query SQLToolkit for interactively querying and exploring the local PostgreSQL database schema and data using the local psql client. Use when asked to write a SQL query, explore database schemas, inspect table structures, or execute local database queries. Relies on workspace default environment variables.
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cap-go Bundle Sqlite To Fast SQLGuides the agent through migrating SQLite and SQL-style Capacitor plugins to @capgo/capacitor-fast-sql. Use when replacing bridge-based SQL plugins, adding encryption, preserving transactions, or moving key-value storage onto Fast SQL. Do not use for non-SQL storage, generic app upgrades, or plugins that already wrap Fast SQL.
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cap-go Bundle Capacitor Offline FirstGuide to building offline-first Capacitor apps with data synchronization, caching strategies, and conflict resolution. Covers Fast SQL, service workers, and network detection. Use this skill when users need their app to work without internet.
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social-media-skills Bundle Content RecyclingContent recycling — resurface, update, and repost proven evergreen content over time. Use when someone wants to "get more mileage out of old posts," "recycle/repost our best content," "resurface evergreen pieces," "update and republish an old post," or build a recycling queue of proven winners. Recycles the INSIGHT refreshed (new hook/format/updated data) on a deliberate cadence — never an identical repost. Distinct from cross-platform-repurposing (same moment, many platforms) and captions-and-clipping (long-form -> short clips). Reads brand-profile + voice-builder first. The agent drafts the refresh; a human reviews; WoopSocial schedules/publishes (delete+recreate, no update); winners are picked from native analytics; nothing is fabricated.
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social-media-skills Bundle Batch Content PlanUse to plan and produce a full batch of social media content for a period — a week or a month — in one session: strategically balanced, on-brand, mapped to a calendar, and ready to schedule. Run when the user says "plan my content," "a month of posts," "batch my content," "plan the week," "fill my calendar," or wants many posts planned at once in one sitting. Reads brand-profile, voice, and content-pillars first, and produces a brief for each post that the content skills (caption-writer, reels-script, hook-writer) execute. As a BRIDGE skill it then confirms and hands the batch to scheduling-and-queue. Builds a balanced mix — never all-promotion — matched to the user's real capacity. Suggests cadence but does not claim analytics-based timing (WoopSocial has no analytics surface yet). For the ongoing recurring system — which pillars/formats post on which days, the living "content calendar" — use content-calendar; this skill fills one specific period of that system with actual post briefs.
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social-media-skills Bundle Community ManagementUse to build a genuine community — turning an audience into people who interact with each other, not just with the brand. Run when the user asks how to build community, foster belonging/loyalty, create superfans, start a group/Discord channel, get members talking to each other, or move beyond chasing followers/virality. Reads brand-profile/social-strategy/audience-research. Community outperforms virality, measured by relationship depth/retention, not follower count. Covers the audience-to-community distinction (member-to-member interaction), choosing the space (in-feed -> semi-owned -> owned groups/Discord), recurring rituals, building belonging, and nurturing superfans into advocates. KPIs read natively, never fabricated. Advisory: WoopSocial schedules the content but does NOT run Discord/Slack or show analytics — the human runs the community, the agent drafts. Never fake community; get consent before spotlighting. Pairs with reply-and-comment-writer and crisis-and-moderation.
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social-media-skills Bundle Profile OptimizationUse to optimize a social media profile so it converts visitors into followers and followers into leads — bio, handle, name/headline field, profile picture, banner/header, link-in-bio, CTA, pinned posts, and highlights. Run when the user says "optimize my profile/bio," "write my bio," "my Instagram/LinkedIn/TikTok bio," "profile," "link in bio," "my profile isn't converting," asks about creator mode or a professional/business account, or wants their account to convert better. Reads brand-profile, voice, audience, and social-strategy first. Treats the profile as a conversion landing page — 3-second clarity, searchable-field keywords, a who/what/why bio with one CTA, a goal-matched link, and specs for the visuals, pinned posts, and highlights. Advisory: produces a ready-to-apply per-platform spec (WoopSocial publishes posts/media; it does not edit profile fields). Judges results via native profile insights, not WoopSocial analytics.
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social-media-skills Bundle Scheduling And QueueUse to schedule, queue, or publish FINISHED social media posts to the user's connected accounts through WoopSocial. This is a BRIDGE skill — it turns ready content into real scheduled or published posts, the step that separates advice from action. Run when the user says "schedule this," "queue these," "post this," "publish to my channels," "add to my calendar," "schedule for [time]," "fan this out to all platforms," or right after a content skill has produced posts that are ready to go out. ALWAYS confirms before scheduling or publishing. If WoopSocial isn't connected, it produces a ready-to-use schedule and explains how to connect — it never pretends to post. It does NOT write content (use the content skills) or report analytics (WoopSocial has no analytics surface yet).
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social-media-skills Bundle Viral Reverse EngineeringUse to reverse-engineer why a piece of content went viral (or overperformed) — yours or someone else's — and extract the repeatable mechanism to apply to your own content. Run when the user says "why did this go viral," "break down this viral post/video," "reverse engineer," "what made this work," or wants to learn from viral content. Sources the observable signal first (intake, transcript, screenshots, top comments, visible stats — an agent usually can't watch a video from a link) and never fabricates what it can't see. Reads brand-profile and audience first, deconstructs the piece layer by layer, isolates the real driver, runs a replicability check, extracts the transferable principle, and applies it to the user's niche via the content skills. Mechanism, never a copy; flags non-replicable virality; visible signals only (no WoopSocial analytics). Single-POST teardown only: for the account-level competitive landscape use competitor-analysis; for riding a live trend use trend-jacking.
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social-media-skills Bundle Experimentation And Ab TestingA/B testing and experimentation for social media content — evidence over opinion, at honest organic-scale rigor. Use when someone wants to "A/B test" or "split test" content, "test which version/hook/time/caption/thumbnail works," "set up an experiment," "what should I test," or to settle a content debate with evidence instead of opinion. Designs disciplined organic tests: one variable, controlled context, a decision rule set BEFORE publishing, enough duration and repetitions to separate signal from noise. Uses the TEST framework. Reads brand-profile + goals-and-kpis first. It DESIGNS the test and drafts variants; WoopSocial schedules them as controlled sequential posts (exception: YouTube's native Test & Compare); the result is read from native analytics via analytics-and-reporting. Organic can't reach true statistical significance; nothing is fabricated or p-hacked. Distinct from analytics-and-reporting (measures) and goals-and-kpis (sets targets).
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guanyang-open-agent-hub Bundle Claude Academy GuideStop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutorials, and use cases from Claude Academy (academy.claude.com), Anthropic's learning hub. Trigger on: "how do I", "how can I", "getting started with", "what can Claude do", "teach me", "learn to use"; questions about artifacts, projects, skills, plugins, connectors, MCP, Claude Code, Claude Cowork, Claude in Excel, Claude in PowerPoint, Claude in Chrome, the Claude API, or prompting technique; requests about rolling Claude out to a team, class, or organization; and any ask for training materials, onboarding content, or learning resources. Use it when the user is learning how to use a feature or product — not when they are mid-task and just want the task done. This skill composes with other skills: after consulting product documentation to answer how a Claude feature works, also check here for a matching course or tutorial — a docs-grounded answer and an Academy re
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louisblythe Skill Ab Test SetupWhen the user wants to test and optimize sales approaches, outreach sequences, or pitch variations. Also use when the user mentions "test this pitch," "A/B test outreach," "experiment with messaging," "test subject lines," "compare approaches," or "sales experiment." For tracking sales metrics, see analytics-tracking.
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louisblythe Skill Performance AnalyticsWhen the user wants to build or improve a sales bot's ability to track conversion rates, drop-off points, and response patterns. Also use when the user mentions "bot analytics," "conversation metrics," "tracking performance," "measuring bot effectiveness," or "conversion tracking."
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nomadamas Bundle Lck AnalyticsRiot 공식 LoL Esports 데이터와 Oracle's Elixir 스타일 historical 데이터로 LCK 경기 결과, 현재 순위, live turning point, 밴픽 matchup/synergy, patch meta, 팀 파워 레이팅을 조회한다.
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nomadamas Bundle Korean Jangbu Forkimlawtech/korean-jangbu-for (Apache-2.0) 업스트림을 중심으로 한국 스타트업·1인 법인·프리랜서·개인사업자 장부 자동화와 사업자 세무 자료 정리, 원본 데이터 가져오기, 계정과목 태깅, 세무사 전달 CSV, 경영 리포트 생성을 안내하는 thin wrapper 스킬. 돌쇠에서는 공식 표면을 통한 후속 액션까지 진행한다.
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oakoss Bundle DB EnforcerEnforces database integrity for PostgreSQL and Prisma systems. Use when designing schemas, writing migrations, or configuring Row-Level Security. Use for type-safe SQL, naming alignment, constraint validation, zero-trust RLS policies, UUIDv7 primary keys, and zero-downtime deployments.
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oakoss Bundle Drizzle OrmDrizzle ORM for type-safe SQL with PostgreSQL, MySQL, and SQLite. Use when defining schemas, writing queries, managing relations, running migrations, or using drizzle-kit. Use for drizzle, orm, schema, query, migration, pgTable, relations, drizzle-kit, drizzle-zod.
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 why, query-sql, capacitor-offline-first. 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.