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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aibot88 Bundle Security Best PracticesImplement security best practices for web applications and infrastructure. Use when securing APIs, preventing common vulnerabilities, or implementing security policies. Handles HTTPS, CORS, XSS, SQL Injection, CSRF, rate limiting, and OWASP Top 10.
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aibot88 Bundle Snowflake Common ErrorsDiagnose and fix common Snowflake errors and SQL compilation failures. Use when encountering Snowflake error codes, failed queries, authentication issues, or warehouse/connection problems. Trigger with phrases like "snowflake error", "fix snowflake", "snowflake not working", "snowflake SQL error", "snowflake 002003".
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aibot88 Bundle Tabular Review LawvableGuide to analyze multiple documents (PDF, DOCX) against user-defined columns and produce a structured Excel output with citations. Use when the user wants to: (1) Extract specific information from multiple documents into a table, (2) Compare clauses or provisions across contracts, (3) Create a document review matrix with source citations. Triggers on: 'tabular review', 'document matrix', 'extract from documents', 'compare across documents', 'review multiple contracts'.
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aibot88 Bundle Android Perfetto AnalyzeUse to extract concrete numbers and slice-level evidence from a `.perfetto-trace` captured by `android-perfetto-capture`. Run SQL queries against the trace via the `trace_processor` binary, then hand the (small) result file to a Sonnet sub-agent for verdict — never read raw trace data inline. This is where "the app feels slow" becomes "frame 42 missed budget by 8.3 ms because `MainActivity.onResume` ran 18 ms on `main` while the IO dispatcher was idle." The analysis half of the perfetto loop.
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aibot88 Bundle Clickhouse Data HandlingHandle data lifecycle in ClickHouse — TTL expiration, data deletion (GDPR), column-level encryption, and audit logging with real ClickHouse SQL. Use when implementing data retention, GDPR deletion requests, or managing sensitive data in ClickHouse. Trigger: "clickhouse data retention", "clickhouse TTL", "clickhouse GDPR", "delete data clickhouse", "clickhouse data lifecycle", "clickhouse PII".
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aibot88 Bundle Excel Multi Sheet ExportExportiert den dreidimensionalen Wuerfel in eine einzige Excel-Datei mit mehreren Tabellenblaettern — ein Reiter pro Arbeitsblatt-Perspektive (Recht / Steuer / Wirtschaft / Datenschutz / IT / Betrieb / Compliance). Jede Tabelle: Zeilen = Dokumente Spalten = Datenpunkte Zellinhalt = Antwort plus woertliches Zitat plus Fundstelle plus Ampel-Farbcode. Zusatzreiter: 'Uebersicht' (Aggregat) 'Hotspots' (Spalten-Top-N) 'Widersprueche' (aus Kreuzblatt) 'Pruefer-Flags' 'Belegkette' (Hash-Tabelle) 'Prompt-Versionen' (Audit). Geeignet als finales Pruefer-Paket zur menschlichen Endabnahme.
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aibot88 Bundle Scanning Input Validation PracticesThis skill enables Claude to automatically scan source code for potential input validation vulnerabilities. It identifies areas where user-supplied data is not properly sanitized or validated before being used in operations, which could lead to security exploits like SQL injection, cross-site scripting (XSS), or command injection. Use this skill when the user asks to "scan for input validation issues", "check input sanitization", "find potential XSS vulnerabilities", or similar requests related to securing user input. It is particularly useful during code reviews, security audits, and when hardening applications against common web vulnerabilities. The skill leverages the input-validation-scanner plugin to perform the analysis.
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aibot88 Bundle Integration Testing HTTPRun and extend the end-to-end HTTP integration tests (SQLite in-memory) for mjr.wtf, covering auth, create/list/delete, redirects, and analytics. Use when changing handlers, middleware, or API contracts.
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aibot88 Bundle SQL Injection MitigationPrévenir les injections SQL. Utiliser quand on vérifie qu'une requête utilise db.all(sql, [params]) correctement.
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aibot88 Bundle Cfn Parameterized QueriesSecure SQL query execution with parameterized queries to prevent SQL injection attacks. Use when executing database queries, inserting/updating records, or performing any SQL operations that require security hardening.
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aibot88 Bundle Clinical Decision SupportGenerate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.
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aibot88 Bundle Crypto IntelligenceSistema multi-agente de análisis profundo de criptomonedas y ecosistema blockchain. ACTÍVALO ante cualquier mención de: Bitcoin, Ethereum, altcoins, DeFi, NFTs, Web3, on-chain analytics, dominancia BTC, Fear and Greed Index, halving, funding rates, liquidaciones, staking, yield farming, Layer 2, exchanges, wallets, mempool, hash rate, whale movements, flujos a exchanges, métricas on-chain, o cuando el usuario quiera analizar, invertir o entender el ecosistema crypto. También activa ante: ¿vale la pena comprar Bitcoin?, ¿qué altcoins tienen potencial?, ¿cómo está el mercado crypto?, ¿qué es DeFi?. Coordina 6 agentes: On-Chain Intelligence, Market Structure Analyst, DeFi & Ecosystem Analyst, Macro-Crypto Correlations, Sentiment & Social Monitor y Crypto Risk Engineer.
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aibot88 Bundle Database Schema ArchitectExpert guidance for designing, optimizing, and maintaining database schemas for SQL and NoSQL systems. Use when creating new databases, optimizing existing schemas, planning migrations, implementing security policies, or ensuring GDPR compliance. Covers normalization, indexing, data types, relationships, performance optimization, and audit logging.
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aibot88 Bundle Scanning Database SecurityThis skill enables Claude to perform comprehensive database security scans using the database-security-scanner plugin. It is triggered when the user requests a security assessment of a database, including identifying vulnerabilities like weak passwords, SQL injection risks, and insecure configurations. The skill leverages OWASP guidelines to ensure thorough coverage and provides remediation suggestions. Use this skill when the user asks to "scan database security", "check database for vulnerabilities", "perform OWASP compliance check on database", or "assess database security posture". The plugin supports PostgreSQL and MySQL.
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aibot88 Bundle Einstein Bot ArchitectureUse when designing conversational AI architecture on Salesforce: Einstein Bot dialog design, Agentforce Agent topic planning, intent models, NLU training strategy, bot-to-agent handoff, escalation paths, knowledge article surfacing, and bot analytics. Triggers: 'einstein bot architecture', 'agentforce dialog design', 'bot handoff to agent', 'intent model training'. NOT for bot implementation code, Apex action authoring, Flow screen design, or Omni-Channel routing rule configuration.
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aibot88 Bundle Input Validation SecurityWebアプリケーションにおける包括的な入力検証とサニタイズ。型安全な検証、許可リストフィルタリング、 コンテキスト対応エンコーディングを通じて、XSS、SQLインジェクション、コマンドインジェクション、 パストラバーサルなどの入力ベースの攻撃を防止。 Anchors: • OWASP Top 10 / 適用: 全ての入力検証判断 / 目的: 業界標準のセキュリティベースライン • CWE-20 (不適切な入力検証) / 適用: 検証戦略設計 / 目的: 一般的な脆弱性パターン防止 • OWASP ASVS 5.1 / 適用: 検証要件仕様 / 目的: セキュリティ検証標準 Trigger: Use when implementing user input handling, form validation, API request validation, file upload processing, database query construction, command execution with user input, URL parameter processing, or any data from untrusted sources.
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aibot88 Bundle Portable Schema GeneratorEmit Postgres.sql and SQLite.sql from a single schema spec so tools work across both drivers without duplicating DDL by hand. Use when designing a schema that needs to support both shared Postgres deployments and zero-config SQLite. Reduces two-file sync burden to a single source edit.
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aibot88 Bundle Usage Analytics CollectorPrivacy-respecting SDK usage analytics collection
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aibot88 Bundle 311 Frameworks Spring JdbcUse when you need to write or review programmatic JDBC with Spring — including JdbcClient (Spring Framework 7+) as the default API, JdbcTemplate only where batch/streaming APIs require JdbcOperations, NamedParameterJdbcTemplate for legacy named-param code, parameterized SQL, RowMapper mapping to records, batch operations, transactions, safe handling of generated keys, DataAccessException handling, read-only transactions, streaming large result sets, and @JdbcTest slice testing. This should trigger for requests such as Review Java code for Spring JDBC (JdbcTemplate, JdbcClient, NamedParameterJdbcTemplate); Apply best practices for Spring JDBC data access in Java code; Detect and fix SQL injection risks in JDBC code; Improve transaction boundaries or exception handling for JDBC operations. Part of cursor-rules-java project
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aibot88 Bundle Clickhouse Enterprise RbacConfigure ClickHouse enterprise RBAC — SQL-based users, roles, row policies, column-level grants, and quota management. Use when setting up multi-user access control, implementing tenant isolation, or configuring enterprise security for ClickHouse. Trigger: "clickhouse RBAC", "clickhouse roles", "clickhouse permissions", "clickhouse row policy", "clickhouse enterprise access", "clickhouse GRANT".
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aibot88 Bundle Email Deliverability AuditDiagnostic audit for a running cold email program. Checks domain authentication (SPF/DKIM/DMARC), inbox health/reputation from Smartlead, bounce rate by inbox type, and optionally runs a spam placement test via Smartlead's Smart Delivery API. Outputs markdown report + CSV with per-domain/per-inbox scores and concrete action items. Use when reply rates drop, when bounces spike, when onboarding someone else's account, or as a weekly/monthly health check.
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aibot88 Bundle Fullstory Privacy StrategyStrategic guide for data privacy in Fullstory implementations. Teaches developers how to decide what data to send, mask, exclude, hash, or replace with joinable keys. Covers regulatory compliance (GDPR, HIPAA, PCI, CCPA), privacy-by-design principles, and balancing analytics value with privacy protection. Acts as a decision framework that references core privacy skills.
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aibot88 Bundle Duckdb Remote Parquet QueryQuery remote Parquet files via HTTP without downloading using DuckDB httpfs. Leverage column pruning, row filtering, and range requests for efficient bandwidth usage. Use for crypto/trading data distribution and analytics.
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aibot88 Bundle Gws Israeli Business SheetsGoogle Sheets financial tracking and automation for Israeli freelancers and small businesses using the Google Workspace CLI (gws). Use when user asks to create income/expense sheets with Shekel formatting, track VAT (18%) calculations, generate tax-period summaries for accountants, backup spreadsheets as CSV, or auto-log payments. Do NOT use for direct bank API integrations, payroll processing, or filing taxes with the Israel Tax Authority.
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aibot88 Bundle Social Media API IntegrationIntegrate with social media platform APIs for automated posting, scheduling, analytics retrieval, and content syndication. Covers OAuth flows, rate limiting, and multi-platform strategies. Triggers on social media API integration, automated posting, or platform API requests.
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aibot88 Bundle Amplitude Desktop IntegrationIntegrate Amplitude analytics with privacy controls for desktop applications
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aibot88 Bundle Bosskuai Database EngineeringUse this for SQL and NoSQL database design across MariaDB, MySQL, PostgreSQL, SQLite, MongoDB, indexing, transactions, migrations, constraints, query plans, and data correctness.
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aibot88 Bundle Convention Security Hardening보안 강화(Security Hardening) 컨벤션 참조 스킬. 입력 검증, SQL injection 방지, XSS 방지, 암호화, 권한 관리 등 프로덕션 배포 전 필수 보안 조치를 제공한다.
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aibot88 Bundle Openai Security Ownership MapAnalyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do not trigger for general maintainer lists or non-security ownership questions. Originally from OpenAI's curated skills catalog.
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aibot88 Bundle Security And Trust BoundariesUse when writing or reviewing code that parses user input, builds SQL/shell commands, handles secrets/credentials, hashes passwords, changes auth checks, deserializes untrusted data, or constructs paths/URLs from input
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aibot88 Bundle Performing Security Code ReviewExecute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin. it analyzes code for potential vulnerabilities like sql injection, xss, authentication flaws, and insecure dependencies. AI assistant uses this skill wh... Use when assessing security or running audits. Trigger with phrases like 'security scan', 'audit', or 'vulnerability'.
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aibot88 Bundle Project Open Database CLISkill multi-SGBD para operar bancos de dados (SQL Server, MySQL, SQLite, PostgreSQL, Firebird) via CLI. Cobre conexão, cache de sessão por pasta de SGBD, varredura automática pós-conexão, inspeção de colunas com PK (fields por database > schema > table), renovação de cache a cada 15 min e política de limpeza (7 dias). Usar quando o usuário pedir para conectar, explorar, consultar, exportar dados ou executar scripts SQL.
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aibot88 Bundle Crm Analytics Security PredicatesRow-level security in CRM Analytics datasets via security predicates — SAQL filter expressions stored on the dataset that apply at query time per running user. Covers the syntax (`'DatasetColumn' operator value`), the `$User.*` context variables, multi-level predicates (role hierarchy + team + region), the performance cost of complex predicates, and the testing discipline (admins bypass predicates by default). NOT for Salesforce Core sharing rules (different runtime), NOT for App / Dashboard / Lens-level access (that's CRM Analytics App sharing, not predicates), NOT for field-level masking inside a dataset (use Encryption + dataset transformations).
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aibot88 Bundle Nina資安工程師 Nina — OWASP Top 10、XSS/CSRF/SQL injection、API Key、Supabase RLS、個資合規。Use when user mentions 資安/security/OWASP/XSS/CSRF/SQL injection/SQL 注入/API Key/.env/Supabase RLS/個資/PII/GDPR/個資法/滲透/CSP, or asks for 資安審查 or security review or 檢查漏洞. 紅隊思維,假設最壞狀況,輸入都不能信。
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aibot88 Bundle Agentuity CLI Project Auth GenerateGenerate SQL schema for Agentuity Auth tables. Use for managing authentication credentials
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aibot88 Bundle Sqlmap Database Penetration TestingThis skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns from a vulnerable database," or "perform automated database penetration testing." It provides comprehensive guidance for using SQLMap to detect and exploit SQL injection vulnerabilities.
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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 security-best-practices, snowflake-common-errors, tabular-review-lawvable. 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.