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.
-
clawbio Bundle Deepspot MTranscriptome-wide virtual spatial transcriptomics from H&E histology with DeepSpot-M. Scores a 224x224 tile and returns per-gene log1p-CPM values for any HGNC symbols you ask for, with a CSV, a report and a reproducibility bundle.
-
simota Skill TrawlArchitecting crawl and scraping systems: distributed crawler topology, URL frontier, politeness, compliance. Architecture-only. Not for single-page scraping (Vector) or ETL pipelines (Stream).
-
openakita Bundle Excel MakerCreate, organize, improve, audit, and export Excel report workbooks from CSV or XLSX data.
-
paulrberg Bundle Effect TSUse for nontrivial Effect 3 work including services/layers, typed errors, Schema/JSONSchema, Config, runtime/concurrency, @effect/vitest, @effect/ai, @effect/sql, Effect Atom, or @prb/effect-next.
-
shiwenwen Bundle Office XLSXUse when the user asks to create, inspect, verify, analyze, format, or deliver Excel `.xlsx` workbooks, Google Sheets-targeted spreadsheet artifacts, trackers, budgets, models, tables, dashboards, formulas, CSV/TSV-to-XLSX conversions, or spreadsheet-ready data packs.
-
datadog-labs Skill Dd Browser SdkDatadog Browser SDK — RUM, Logs, Session Replay, profiling, product analytics, and error tracking setup, configuration, and migration. Use when upgrading Browser SDK versions, setting up RUM or Logs, or troubleshooting browser-side Datadog instrumentation.
-
npc-live Skill Func技术指标计算 CLI 工具。对 OHLCV CSV 数据执行公式计算(MA、EMA、SMA、STDDEV、CROSS、RSI 等), 输出原始列 + 新指标列。支持正序/倒序时间戳自动检测、灵活列名匹配、管道输入。 当用户需要计算均线、技术指标、量化策略回测指标时触发。
-
openakita Bundle Openakita Skills Apify ScraperWeb data extraction using 55+ Apify Actors for AI-driven scraping. Supports Instagram, Facebook, TikTok, YouTube, Google, and more. Auto-selects best Actor for the task. Structured output in JSON/CSV with rate limiting and ethical scraping guidelines.
-
ryo-ebata Skill Suspicious AnalyticsSkill that sends analytics data
-
wentorai Skill Coding SopStandard operating procedure for research experiments, data analysis, and visualization. Covers Python/R script execution, statistical analysis, data wrangling (pandas/tidyverse), publication-quality figures (matplotlib/plotly/ggplot2), and experiment reproducibility.
-
zafer-liu Skill SQL使用 SQL 安全查询当前已选择的数据表(query 数据查询)
-
axoviq-ai Skill XLSXExtract data from Excel and CSV files
-
datopian Bundle Portaljs Add GeoAuto-ingest a geospatial file (GeoJSON, Shapefile, GeoPackage, KML/KMZ, FlatGeobuf, CSV-with-geometry) into a PortalJS portal on the user's own machine, with no server. Normalizes CRS to EPSG:4326, derives a PMTiles render tier and a GeoParquet query tier, pushes all three artifacts to Cloudflare R2 via Git LFS, and appends one dual-tier datasets.json entry the showcase auto-renders. Use when the source is a vector geo format that needs a map or spatial-query view.
-
iofficeai Skill Officecli XLSXUse this skill any time a .xlsx file is involved -- as input, output, or both. This includes: creating spreadsheets, financial models, dashboards, or trackers; reading, parsing, or extracting data from any .xlsx file; editing, modifying, or updating existing workbooks; working with formulas, charts, pivot tables, or templates; importing CSV/TSV data into Excel format. Trigger whenever the user mentions 'spreadsheet', 'workbook', 'Excel', 'financial model', 'tracker', 'dashboard', or references a .xlsx/.csv filename.
-
kayforkind Skill PPTX AuthorWrites .pptx files headless with python-pptx (pitch decks, IC memos, earnings notes), optionally binding every figure to an Excel model via openpyxl. Use when the deliverable is a .pptx on disk, especially model-backed finance decks paired with excel-author. Not for live PowerPoint/Office MCP sessions or animation-heavy all-hands decks (powerpoint). Never email or upload the file from this skill — write ./out only.
-
kayforkind Skill YAML ConfigReads and writes PyYAML configs with yaml.safe_load, utf-8 pathlib I/O, YAMLError line numbers, and factory-defaults deep-merge for vehicle or app parameters. Use when parsing config.yaml, dumping with sort_keys=False, or merging user overrides. Never call yaml.load without a Loader; not for GitHub Actions workflow YAML or multi-gigabyte JSONL/Parquet dumps.
-
openclaw Bundle NotcrawlNotion archive: search, sync freshness, pages/databases, Markdown exports, SQL counts, and Notcrawl repo work.
9.1k -
openclaw Bundle SlacrawlSlack archive: search, sync freshness, threads/DMs, SQL counts, and Slacrawl repo work.
9.1k -
xjtulyc Bundle Charls ReproduceCHARLS (China Health and Retirement Longitudinal Study) database-specific knowledge for reproducing published papers. Use when reproducing or analyzing papers that use CHARLS data, including variable mapping from harmonized to raw questionnaire items, cognitive function scoring (episodic memory, mental status, TICS), CESD-10 depression screening, social isolation index construction, and chronic disease coding. Also use for any CHARLS data cleaning, variable construction, or cohort selection task.
-
beita6969 Skill Data AnalysisScientific data analysis including data cleaning, exploratory data analysis (EDA), statistical testing, regression, and reporting. Uses Python with pandas, scipy, statsmodels, scikit-learn. Use when user asks to analyze data, clean a dataset, run statistics, do EDA, fit a model, or process CSV/Excel files. Triggers on "analyze this data", "clean my dataset", "run regression", "EDA", "descriptive statistics", "data processing", "correlation analysis".
-
aibot88 Bundle Founder OsManages founder business portfolio, signals, vault, and snapshots. Tracks business health, stores credentials securely, and generates AI-powered business analytics and recommendations.
3 -
aibot88 Bundle SQL ExpertExpert SQL query writing, optimization, and database schema design with support for PostgreSQL, MySQL, SQLite, and SQL Server. Use when working with databases for: (1) Writing complex SQL queries with joins, subqueries, and window functions, (2) Optimizing slow queries and analyzing execution plans, (3) Designing database schemas with proper normalization, (4) Creating indexes and improving query performance, (5) Writing migrations and handling schema changes, (6) Debugging SQL errors and query issues
3 -
aibot88 Bundle Kuroco API ContentKuroco API設計・実装およびコンテンツ管理(CRUD操作)のベストプラクティス。使用キーワード:「Kuroco API」「エンドポイント設定」「API設計」「認証」「CORS」「APIセキュリティ」「ログインAPI」「トークン認証」「Cookie認証」「JWT」「StaticToken」「X-RCMS-API-ACCESS-TOKEN」「rcms-api」「g.kuroco.app」「流量制限」「レート制限」「キャッシュ」「credentials include」「fetch」「axios」「HTTPリクエスト」「401エラー」「403エラー」「429エラー」「認証エラー」「権限エラー」「APIレスポンス」「pageInfo」「ページネーション」「アクセストークン」「リフレッシュトークン」「grant_token」「コンテンツ定義」「記事管理」「Topics」「TopicsGroup」「カテゴリ」「WYSIWYG」「ファイルアップロード」「CSVインポート」「コンテンツAPI」「拡張項目」「ext_col」「topics_id」「subject」「contents」「ymd」「topics_flg」「フィルター」「filter」「order_by」「一覧取得」「詳細取得」「list」「details」「insert」「update」「delete」「bulk_upsert」「一括更新」「タグ」「tag」「予約投稿」「open_ymd」「close_ymd」「公開設定」「閲覧制限」「関連コンテンツ」「pageID」「cnt」。APIの設計、呼び出し、認証、エラー処理、コンテンツの作成・取得・更新・削除・フィルタリングに関する質問で使用。
3 -
aibot88 Bundle Dbcli QueryExecute SELECT queries on 30+ databases (SQLite, SQL Server, MySQL, PostgreSQL, Oracle, etc.) using DbCli. Returns data in JSON, table, or CSV format. Use when user needs to query databases, read data, or execute SELECT statements.
3 -
aibot88 Bundle Go DatabaseDatabase patterns for Go services: database/sql, connection management, transactions, migrations, query builders, and ORM usage (sqlc, GORM, ent). Use when: "database access", "SQL query", "connection pool", "transactions", "database migration", "sqlc", "GORM", "ent", "prepared statement", "repository pattern". Do NOT use for: in-memory data structures (use go-coding-standards), security aspects of SQL (use go-security-audit), or performance profiling of queries (use go-performance-review).
3 -
aibot88 Bundle Int YoutubeQuery YouTube Data API v3 — channel stats, recent videos, top videos, comments. Supports multi-account (OAuth or API Key). Use when user asks about YouTube metrics, YouTube channel, subscribers, views, videos, engagement, or any reference to YouTube analytics.
3 -
aibot88 Bundle Kaltura APIBuild applications on Kaltura — The Agentic Digital Experience Platform. 48 guides covering authentication (sessions, AppTokens, SSO/SAML), content management (upload, search, categories, metadata, captions), playback, AI services (captions, translation, agents, conversational AI), virtual events, user management, multi-stream, cue points & interactive video (hub + 5 dedicated type guides), content distribution, syndication feeds, analytics, gamification, webhooks, messaging, content moderation (flagging, AI-powered via REACH), experience components (Player, Express Recorder, Captions Editor, Genie Widget, Media Manager, Content Lab, Agents Widget, VOD Avatar Studio, Conversational Avatar, Chat & Collaborate, Embeddable Analytics), Unisphere framework, multi-account management. 912 tests validated against live API. API v3 (form-encoded) and modern JSON APIs with curl examples.
3 -
aibot88 Bundle Pentest WebWeb application security testing methodology — OWASP Top 10, SSRF, IDOR, auth bypass, injection sinifi advisory. Burp/ZAP cikti analizi. Triggers on web pentest, OWASP, SQL injection, XSS, SSRF, IDOR, auth bypass, Burp output, ZAP, parameter pollution, request smuggling.
3 -
aibot88 Bundle Sales EnthuEnthu.AI platform help — contact center conversation intelligence with auto QA scorecards, agent coaching, compliance monitoring, and speech analytics. Use when setting up Enthu.AI QA scorecards for call center agents, calls not being scored or transcribed correctly, agents not seeing coaching insights from their calls, Enthu.AI integration with Aircall or RingCentral not syncing, comparing Enthu.AI vs Gong or CallMiner for contact center QA, or configuring sentiment analysis and keyword tracking. Do NOT use for building a general coaching program (use /sales-coaching) or reviewing a specific call transcript (use /sales-call-review).
3 -
aibot88 Bundle Sales QevalQEval platform help — AI-powered contact center QA with 100% automated scoring, speech analytics, compliance monitoring, agent coaching, and VOC analytics. Use when QA scores are inconsistent across evaluators, only reviewing a sample of calls and missing problems, agents getting incorrect low grades, compliance alerts not triggering, reports are confusing or need training, integrating QEval with your CRM or telephony stack, or choosing between Manual vs AI plan. Do NOT use for general coaching strategy without a specific platform (use /sales-coaching) or comparing contact center QA tools (use /sales-coaching then check platforms).
3 -
aibot88 Bundle SQL ToolkitQuery, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/restore, and debugging slow queries. No ORMs required.
3 -
aibot88 Bundle Tsql ReviewAnalyze raw T-SQL source code for anti-patterns, security risks, and static performance smells. Applies 50 checks (T1–T50) across structural, correctness, security, deprecated syntax, and performance categories. No execution plan required.
3 -
aibot88 Bundle XLSX AuthorProduce a .xlsx file on disk (headless) instead of driving a live Excel workbook — for managed-agent sessions with no open Office app.
3 -
aibot88 Bundle Appsec OwaspUse this skill when securing web applications, preventing OWASP Top 10 vulnerabilities, implementing input validation, or designing authentication. Triggers on XSS, SQL injection, CSRF, SSRF, broken authentication, security headers, input validation, output encoding, OWASP, and any task requiring application security hardening.
3 -
aibot88 Bundle Backend CoreLanguage-agnostic backend patterns: API design, authentication, security, databases. Use when: designing APIs, implementing auth, securing endpoints, modeling data. Triggers: "api design", "rest api", "graphql", "authentication", "jwt", "oauth", "security", "owasp", "database schema", "migrations", "sql".
3 -
aibot88 Bundle Forge Review上线前 PR 审查。分析当前分支与基础分支的 diff,检查 SQL 安全、竞态条件、 LLM 信任边界、枚举完整性等测试捕获不到的结构性问题。发现问题直接修复。
3
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 founder-os, sql-expert, kuroco-api-content. 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.