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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theheavenlyd3mon Bundle Performing Red Team Phishing With GophishAutomate GoPhish phishing simulation campaigns using the Python gophish library. Creates email templates with tracking pixels, configures SMTP sending profiles, builds target groups from CSV, launches campaigns, and analyzes results including open rates, click rates, and credential submission statistics for security awareness assessment.
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theheavenlyd3mon Bundle Performing Second Order SQL InjectionDetect and exploit second-order SQL injection vulnerabilities where malicious input is stored in a database and later executed in an unsafe SQL query during a different application operation.
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theheavenlyd3mon Bundle Detecting Beaconing Patterns With ZeekPerforms statistical analysis of Zeek conn.log connection intervals to detect C2 beaconing patterns. Uses the ZAT library to load Zeek logs into Pandas DataFrames, calculates inter-arrival time standard deviation, and flags periodic connections with low jitter. Use when hunting for command-and-control callbacks in network data.
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theheavenlyd3mon Bundle Analyzing Macro Malware In Office DocumentsAnalyzes malicious VBA macros embedded in Microsoft Office documents (Word, Excel, PowerPoint) to identify download cradles, payload execution, persistence mechanisms, and anti-analysis techniques. Uses olevba, oledump, and VBA deobfuscation to extract the attack chain. Activates for requests involving Office macro analysis, VBA malware investigation, maldoc analysis, or document-based threat examination.
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theheavenlyd3mon Bundle Analyzing Web Server Logs For IntrusionParse Apache and Nginx access logs to detect SQL injection attempts, local file inclusion, directory traversal, web scanner fingerprints, and brute-force patterns. Uses regex-based pattern matching against OWASP attack signatures, GeoIP enrichment for source attribution, and statistical anomaly detection for request frequency and response size outliers.
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theheavenlyd3mon Bundle Implementing Network Traffic BaseliningBuild network traffic baselines from NetFlow/IPFIX data using Python pandas for statistical analysis, z-score anomaly detection, and hourly/daily traffic pattern profiling
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theheavenlyd3mon Bundle Deploying Osquery For Endpoint MonitoringDeploys and configures osquery for real-time endpoint monitoring using SQL-based queries to inspect running processes, open ports, installed software, and system configuration. Use when building visibility into endpoint state, threat hunting across fleet, or implementing compliance monitoring. Activates for requests involving osquery deployment, endpoint visibility, fleet management, or SQL-based endpoint querying.
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theheavenlyd3mon Bundle Implementing Siem Use Cases For DetectionImplements SIEM detection use cases by designing correlation rules, threshold alerts, and behavioral analytics mapped to MITRE ATT&CK techniques across Splunk, Elastic, and Sentinel. Use when SOC teams need to expand detection coverage, formalize use case lifecycle management, or build a detection library aligned to organizational threat profile.
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theheavenlyd3mon Bundle Performing Web Application Firewall BypassBypass Web Application Firewall protections using encoding techniques, HTTP method manipulation, parameter pollution, and payload obfuscation to deliver SQL injection, XSS, and other attack payloads past WAF detection rules.
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theheavenlyd3mon Bundle Detecting Anomalous Authentication PatternsDetects anomalous authentication patterns using UEBA analytics, statistical baselines, and machine learning models to identify impossible travel, credential stuffing, brute force, password spraying, and compromised account behaviors across authentication logs. Activates for requests involving authentication anomaly detection, login behavior analysis, UEBA implementation, or suspicious sign-in investigation.
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theheavenlyd3mon Bundle Securing Historian Server In Ot EnvironmentThis skill covers hardening and securing process historian servers (OSIsoft PI, Honeywell PHD, GE Proficy, AVEVA Historian) in OT environments. It addresses network placement across Purdue levels, access control for historian interfaces, data replication through DMZ using data diodes or PI-to-PI connectors, SQL injection prevention in historian queries, and integrity protection of process data used for safety analysis, regulatory reporting, and process optimization.
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theheavenlyd3mon Bundle Investigating Insider Threat IndicatorsInvestigates insider threat indicators including data exfiltration attempts, unauthorized access patterns, policy violations, and pre-departure behaviors using SIEM analytics, DLP alerts, and HR data correlation. Use when SOC teams receive insider threat referrals from HR, detect anomalous data movement by employees, or need to build investigation timelines for potential insider threats.
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modbender Bundle Jo4URL shortener, QR code generator, and link analytics API. Create short links, generate QR codes, and track click analytics.
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modbender Bundle SQLMaster relational databases with SQL. Schema design, queries, performance, migrations for PostgreSQL, MySQL, SQLite, SQL Server.
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modbender Bundle XmdMetal Dollar (XMD) stablecoin — mint, redeem, supply analytics, collateral reserves, oracle prices
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modbender Bundle Chro Chief Human Resources OfficerManage HR operations with hiring pipelines, compliance frameworks, compensation strategy, and workforce analytics.
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modbender Bundle GongGong API for searching calls, transcripts, and conversation intelligence. Use when working with Gong call recordings, sales conversations, transcripts, meeting data, or conversation analytics. Supports listing calls, fetching transcripts, user management, and activity stats.
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modbender Skill LoomManage Loom video recordings - list, share, and get analytics via Loom API.
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modbender Bundle RyotComplete Ryot media tracker with progress tracking, reviews, collections, analytics, calendar, and automated daily/weekly reports. Track TV shows, movies, books, anime, games with full GraphQL API integration.
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modbender Bundle XintX Intelligence CLI — search, analyze, and engage on X/Twitter from the terminal. Use when: (1) user says "x research", "search x for", "search twitter for", "what are people saying about", "what's twitter saying", "check x for", "x search", "search x", "find tweets about", "monitor x for", "track followers", (2) user is working on something where recent X discourse would provide useful context (new library releases, API changes, product launches, cultural events, industry drama), (3) user wants to find what devs/experts/community thinks about a topic, (4) user needs real-time monitoring ("watch"), (5) user wants AI-powered analysis ("analyze", "sentiment", "report"). Also supports: bookmarks, likes, following (read/write), trending topics, Grok AI analysis, and cost tracking. Export as JSON, JSONL (pipeable), CSV, or Markdown. Non-goals: Not for posting tweets, not for DMs, not for enterprise features. Requires OAuth for user-context operations (bookmarks, likes, following, diff).
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modbender Skill Go2ggUse Go2.gg API for URL shortening, link analytics, QR code generation, webhooks, and link-in-bio pages. Use when the user needs to create short links, track clicks, generate QR codes, set up link-in-bio pages, or manage branded URLs. Free tier includes short links, QR codes, and analytics. Requires GO2GG_API_KEY env var. QR code generation is free without auth.
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modbender Bundle JmailSearch and analyze the Jeffrey Epstein email archive (1.78M emails, 4,500+ iMessages, 18K photos, 1.4M documents, 473 identified people) via jmail.world's official Data API. DuckDB/Parquet queries, Web Search API, and file downloads. No auth needed.
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modbender Bundle VigilAI agent safety guardrails for tool calls. Use when (1) you want to validate agent tool calls before execution, (2) building agents that run shell commands, file operations, or API calls, (3) adding a safety layer to any MCP server or agent framework, (4) auditing what your agents are doing. Catches destructive commands, SSRF, SQL injection, path traversal, data exfiltration, prompt injection, and credential leaks. Requires npm package vigil-agent-safety (12.3KB, under 2ms latency). Source: github.com/hexitlabs/vigil
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modbender Skill SQL GenGenerate SQL queries from natural language
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modbender Bundle CaselyIntelligent QA assistant that automates writing test cases from project documentation. Use when the user wants to generate test cases from requirements, runs /init, /parse, /style, /plan, /generate, /export, or works with PDF/DOCX/XLSX requirement documents and TestRail-ready Excel export.
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modbender Skill KakiyoOfficial Kakiyo skill from Kakiyo.com for managing LinkedIn automation campaigns, prospects, and AI agents via Kakiyo MCP server. Use when users want to create outreach campaigns, add prospects, monitor performance, manage AI agents, or automate LinkedIn messaging. Includes 42 tools for campaigns, prospects, agents, analytics, workspaces, webhooks, and DNC management.
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modbender Bundle Matomo AnalyticsQuery, analyze, and manage Matomo Analytics with API integration, custom reports, and goal tracking.
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modbender Skill MobulaReal-time crypto market data, wallet portfolio tracking, and token analytics across 88+ blockchains. Use when the user wants to check any token price (by name, symbol, or contract address), look up wallet balances and holdings across all chains, get historical price data, track portfolio PnL, monitor whale wallets, find new tokens, or get oracle-grade pricing. Requires free API key from mobula.io.
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modbender Bundle MogMicrosoft Ops Gadget — CLI for Microsoft 365 (Mail, Calendar, Drive, Contacts, Tasks, Word, PowerPoint, Excel, OneNote).
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modbender Bundle NocodbAccess and manage NocoDB databases, tables, and records via REST API. Use when the user wants to view bases, list tables, inspect column schemas, query or filter row data, or insert new records into a self-hosted NocoDB instance. Also use for spreadsheet-style database lookups and data entry.
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modbender Bundle OfficeMaster Excel, Word, PowerPoint, and Google Workspace with formulas, formatting, and automation.
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modbender Bundle PandasAnalyze, transform, and clean DataFrames with efficient patterns for filtering, grouping, merging, and pivoting.
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modbender Bundle Recitename: recite description: AI receipt scanner & bookkeeping automation. Process receipts, invoices, and PDFs. Extracts data to rename files and log transactions/expenses to CSV. Perfect for tax & ac...
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modbender Bundle RosterCreates weekly shift rosters (KW-JSON) from CSV availability data and pushes them to GitHub.
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modbender Skill SpatixCreate beautiful maps in seconds. Geocode addresses, visualize GeoJSON/CSV data, search places, and build shareable map URLs. No GIS skills needed. Agents earn points for contributions.
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modbender Bundle TianjiQuery website analytics, monitor uptime, survey results, telemetry data, feed events, application stats, and more from the Tianji platform via its read-only OpenAPI (69 GET endpoints across 14 service domains). Use when the user asks about website traffic, pageviews, monitor status, survey feedback, telemetry events, feed channels, billing usage, or any Tianji platform data.
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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 performing-red-team-phishing-with-gophish, performing-second-order-sql-injection, detecting-beaconing-patterns-with-zeek. 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.