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.
-
aibot88 Bundle Claude Code AdminАдминистрирование Claude Code: OpenTelemetry мониторинг, безопасность, IAM (аутентификация, разрешения, managed settings), управление затратами, аналитика. Триггеры: 'monitoring claude', 'мониторинг claude', 'opentelemetry claude', 'otel', 'security claude', 'безопасность claude', 'IAM', 'access control claude', 'costs claude', 'затраты claude', 'rate limit', 'managed settings', 'enterprise claude', 'analytics claude', 'аналитика claude', 'permission architecture', 'credential management'. НЕ для мониторинга фреймворка — используй deployment.
3 -
aibot88 Bundle Datasette PluginsWriting Datasette plugins using Python and the pluggy plugin system. Use when Claude needs to: (1) Create a new Datasette plugin, (2) Implement plugin hooks like prepare_connection, register_routes, render_cell, etc., (3) Add custom SQL functions, (4) Create custom output renderers, (5) Add authentication or permissions logic, (6) Extend Datasette's UI with menus, actions, or templates, (7) Package a plugin for distribution on PyPI
3 -
aibot88 Bundle Entity ComplianceTürk şirketler hukuku için tüzel kişi ve şirket kayıt takip skill'i. MERSİS, ticaret sicili, faaliyet belgesi, imza sirküleri, karar defterleri, pay defteri, VERBİS, vergi/SGK, KEP/e-imza ve sektörel izin kayıtlarını izler. Init, rapor, güncelleme, sağlık denetimi ve CSV/table export modları için kullanılır.
3 -
aibot88 Bundle Financial SummaryParse and analyze personal financial transaction CSV exports to calculate account totals and generate detailed breakdowns. Use when the user asks to analyze transaction data, generate financial summaries, calculate account balances, or review spending from CSV exports. Supports account grouping (Galicia, Mercado Pago, Quiena, LLC/Relay, HSBC, Crypto), automatic internal transfer detection, and detailed transaction listings.
3 -
aibot88 Bundle Forensics OsquerySQL-powered forensic investigation and system interrogation using osquery to query operating systems as relational databases. Enables rapid evidence collection, threat hunting, and incident response across Linux, macOS, and Windows endpoints. Use when: (1) Investigating security incidents and collecting forensic artifacts, (2) Threat hunting across endpoints for suspicious activity, (3) Analyzing running processes, network connections, and persistence mechanisms, (4) Collecting system state during incident response, (5) Querying file hashes, user activity, and system configuration for compromise indicators, (6) Building detection queries for continuous monitoring with osqueryd.
3 -
aibot88 Bundle Go Security AuditSecurity review for Go applications: input validation, SQL injection, authentication/authorization, secrets management, TLS, OWASP Top 10, and secure coding patterns. Use when performing security reviews, checking for vulnerabilities, hardening Go services, or reviewing auth implementations. Trigger examples: "security review", "check vulnerabilities", "OWASP", "SQL injection", "input validation", "secrets management", "auth review". Do NOT use for dependency CVE scanning (use go-dependency-audit) or concurrency safety (use go-concurrency-review).
3 -
aibot88 Bundle Secure Code WriteProactive secure-coding coach scoped to the file or topic you are working on — surfaces relevant SAST rule IDs, CWE patterns, language-specific PASS/FAIL code snippets. Use when about to write auth, crypto, SQL, deserialization, file-handling, or template code; coaching juniors; pair-programming a security-sensitive change.
3 -
aibot88 Bundle Security PatternsSecurity patterns and OWASP guidelines. Triggers on: security review, OWASP, XSS, SQL injection, CSRF, authentication, authorization, secrets management, input validation, secure coding.
3 -
aibot88 Bundle Titan Memory LoomInitialize or update Titan Memory Loom records as candidate memory with source refs, confidence, and authority warnings. Use when a Titan service-cohort route needs this explicit bounded step. Do not use for hidden background agents, silent mutation, unreviewed proof sovereignty, or memory canonization without owner confirmation.
3 -
aibot88 Bundle Django ConventionsComprehensive Django best practices covering project structure, models (field choices, Meta options, managers, QuerySets, migrations), views (CBVs vs FBVs, generic views), Django REST Framework (serializers, ViewSets, permissions), forms, templates, security (CSRF, XSS, SQL injection), performance (N+1 queries, select_related, prefetch_related, caching), testing, and common anti-patterns. Essential reference for Django code reviews and development.
3 -
aibot88 Bundle Fsharp PersistenceImplement data persistence using SQLite with Dapper, JSON files, or event sourcing. Use when: "database", "save data", "store", "CRUD", "create table", "query", "SQL", "SQLite", "Dapper", "file storage", "JSON file", "event sourcing", "persistence", "read from database", "write to database", "data access", "repository". Creates code in src/Server/Persistence.fs with async I/O patterns.
3 -
aibot88 Bundle Moex Server AccessБезопасная работа с production-сервером Фрейм (таймфрейм.рф) через SSH — деплой файлов, выполнение команд в контейнерах, чтение логов, БД-запросы. Соблюдает rate-limit и fail2ban защиту через single-connection patterns. Триггер когда пользователь говорит «задеплой на сервер», «посмотри логи прода», «выполни SQL на проде», «обнови файл в контейнере», «restart api», «check production», «прод не работает», или просит любое действие требующее SSH к 103.88.243.232.
3 -
aibot88 Bundle Sales SurveymonkeySurveyMonkey platform help — survey creation, question types, skip logic, advanced branching, email/SMS/web collectors, response analytics, cross-tabulation, AI thematic analysis, SurveyMonkey Audience, REST API v3, OAuth, webhooks. Use when survey response rates are low, skip logic isn't working, can't export survey data, confused by pricing tiers, API calls hitting rate limits, need to set up email collectors, comparing SurveyMonkey vs Typeform vs Google Forms, or figuring out which plan you need. Do NOT use for general NPS/CSAT/VoC strategy across tools (use /sales-customer-feedback) or enterprise XM like Qualtrics (use /sales-qualtrics).
3 -
aibot88 Bundle Titan Event ReplayReplay Titan bridge or console events into inspectable state without granting runtime authority to the replay result. Use when a Titan service-cohort route needs this explicit bounded step. Do not use for hidden background agents, silent mutation, unreviewed proof sovereignty, or memory canonization without owner confirmation.
3 -
aibot88 Bundle Junta LeiloeirosColeta e consulta dados de leiloeiros oficiais de todas as 27 Juntas Comerciais do Brasil. Scraper multi-UF, banco SQLite, API FastAPI e exportacao CSV/JSON. Use when you need help with junta leiloeiros.
3 -
aibot88 Bundle Bulk API 2 PatternsUse when designing or hardening external-to-Salesforce integrations that orchestrate Bulk API 2.0 ingest or query jobs: OAuth-backed job lifecycle, mandatory UploadComplete, polling JobComplete/Failed, CSV upload sizing, locator pagination for query results, partial-failure retry, and ordered multi-job loads (parent before child). Trigger keywords: bulk ingest job stuck in Open, retry only failed bulk rows, poll Bulk API 2 job status, Sforce-Locator pagination, multipart bulk ingest vs CSV upload. NOT for Bulk API 1.0 SOAP jobs (use data/bulk-api-patterns v1 sections), NOT for choosing batch vs real-time architecture alone (use integration/real-time-vs-batch-integration), NOT for low-level REST field/csv mechanics without integration context (use data/bulk-api-patterns).
3 -
aibot88 Bundle Contract ManagementWhen the user wants to manage supplier contracts, negotiate terms, track compliance, or optimize contract performance. Also use when the user mentions "contract lifecycle," "contract negotiation," "SLA management," "contract compliance," "renewal management," "terms and conditions," "pricing clauses," or "contract analytics." For supplier selection, see supplier-selection. For spend analysis, see spend-analysis.
3 -
aibot88 Bundle Database ManagementImplement SQLite database patterns using the database.py interface with complete SQL isolation. MANDATORY for all database projects. Use when working with databases, data persistence, or SQLite.
3 -
aibot88 Bundle Detecting InjectionDetects various injection vulnerabilities including SQL injection, LDAP injection, XPath injection, and code injection. Use when analyzing database queries, dynamic code generation, or investigating injection attacks.
3 -
aibot88 Bundle Exporting Rds To S3Exports Amazon RDS or Aurora database snapshots to Amazon S3 in Apache Parquet format for analytics, backup, or data migration. Handles snapshot selection or creation, IAM role setup, KMS encryption, S3 bucket preparation, export task execution, progress monitoring, and data verification. Use when exporting RDS/Aurora data to S3 for Athena, Glue, or Redshift Spectrum consumption.
3 -
aibot88 Bundle Generating Zoom SQLGenere un fichier Zoom SQL (.dhsp) complet avec les 27 procedures obligatoires du cycle de vie ecran CRUD (creation, modification, suppression, consultation). Inclut les appels framework (Select, PreInsert, PostInsert, etc.), la construction de conditions de selection, la gestion des reservations, et les hooks de personnalisation. Ecrit en ISO-8859-1+CRLF. A utiliser pour creer l'interface utilisateur d'une entite metier (troisieme fichier du pattern 3 fichiers).
3 -
aibot88 Bundle Junta Leiloeiros V2Skill: Leiloeiros das Juntas Comerciais do Brasil workflow skill. Use this skill when the user needs Coleta e consulta dados de leiloeiros oficiais de todas as 27 Juntas Comerciais do Brasil. Scraper multi-UF, banco SQLite, API FastAPI e exportacao CSV/JSON and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
3 -
aibot88 Bundle Review DurchfuehrenFuehrt den eigentlichen Reviewlauf ueber den Wuerfel durch — Anzahl Zellen = Spalten x Zeilen x Arbeitsblaetter. Pro Zelle: Spaltenprompt + Zeilenprompt + Arbeitsblatt-Perspektive zusammenfuehren, Antwort aus dem Dokument extrahieren mit woertlichem Zitat und Fundstelle, Ampel anhand der Spalten-Ampelregel setzen. Bei Quasi-Duplikaten Cache aus `caching-und-teil-rerun` nutzen. Bei OCR-Konfidenz unter 90 Prozent automatisch Pruefer-Flag. Pro Reviewlauf Audit-Eintrag in `audit-trail-protokoll`. Schreibt `wuerfel.parquet` mit allen Zellen sowie `lauf-zusammenfassung.md`.
3 -
aibot88 Bundle Rls Policy DesignerGenerate a Supabase Row-Level-Security policy bundle from an access-model description. Outputs SQL + test queries + admin-impersonation patterns.
3 -
aibot88 Bundle Twitter Data ExportExport Twitter/X data to CSV for analysis using Xpoz. Search by keywords, author, date range, and download complete datasets (up to 500K rows). Use when asked to "export tweets", "download Twitter data", "get tweets as CSV", "Twitter dataset", or "bulk tweet download".
3 -
aibot88 Bundle Agent Output FormatsConvert the canonical markdown+JSON deliverable of any SfSkills runtime agent into Excel, PDF, CSV, Notion card, ServiceNow ticket, or similar downstream format WITHOUT polluting the consumer's project with new dependencies or regenerating from the agent's source logic. NOT for authoring new agent output formats (use DELIVERABLE_CONTRACT.md). NOT for data-export SOQL (use bulk-api-2-patterns).
3 -
aibot88 Bundle Analyzing Taint FlowTracks untrusted input propagation from sources to sinks in binary code to identify injection vulnerabilities. Use when analyzing data flow, tracing user input to dangerous functions, or detecting command/SQL injection.
3 -
aibot88 Bundle DB Foundation Course编写"数据库筑基课"文章的专用 Skill,面向数据库架构师、DBA 和业务开发者。输入一个筑基课文章标题及相关参考资料(技术文档、产品手册、开源项目地址、deepwiki、论文等),输出图文并茂、结构完整的 Markdown 筑基课文章,保存至项目 markdown/ 目录。适用主题覆盖:表存储结构(heap/parquet/arrow/zedstore/LSM-Tree/HStore等)、索引结构(btree/gin/brin/hnsw/ivfflat/bloom等)、数据类型与操作符(vector/jsonb/tsvector/range/array等)、优化器扫描算法(seq scan/index scan/bitmap scan/join/agg/并行等)、场景化实践(时序/GIS/RAG/全文检索/图数据/数据湖等)以及事务/锁/并发/安全等周边主题。只要用户提及"筑基课"、"数据库原理"、"数据库内核"写作,或给出了数据库存储/索引/扫描相关的技术文档让你写成教程,都应使用此 Skill。
3 -
aibot88 Bundle Secure Code GuardianUse when implementing authentication/authorization, securing user input, or preventing OWASP Top 10 vulnerabilities — including custom security implementations such as hashing passwords with bcrypt/argon2, sanitizing SQL queries with parameterized statements, configuring CORS/CSP headers, validating input with Zod, and setting up JWT tokens. Invoke for authentication, authorization, input validation, encryption, OWASP Top 10 prevention, secure session management, and security hardening. For pre-built OAuth/SSO integrations or standalone security audits, consider a more specialized skill.
3 -
aibot88 Bundle Vb6 Ado Late BindingApplies the ADO late-binding pattern when writing or modifying database access code in Visual Basic 6, supporting both Microsoft SQL Server and PostgreSQL. Covers declaration as Object with CreateObject instantiation (never As ADODB.Connection or New ADODB.Recordset), ADO constants defined locally instead of referencing the type library, mandatory ConnectionTimeout before Open, the disconnected recordset pattern (CursorLocation client-side, then ActiveConnection = Nothing after Open), parameterized queries via ADODB.Command with Parameters.Append to prevent SQL injection and improve query plan caching, the AddADOParameter and SetADOCommandParameters helper functions that accumulate parameters in a Dictionary before applying them to a Command, multibank parameter naming (@param for MSSQL versus in_param/out_param for PostgreSQL) handled by SetParameter and GetParameter helpers, and structural SQL concatenation (table names, dynamic joins) versus value parameterization. Activates for any task involving ADODB, C
3 -
aibot88 Bundle Attack Methods LookupLooks up OWASP Top 10 attack methods, CWE references, and form-specific vulnerability patterns with a bounty hunter mindset. Returns attack vectors, payloads, and payout estimates. Use when user asks about "XSS", "SQL injection", "CSRF", "OWASP", "CWE", "IDOR", "injection", "bypass", "vulnerability", "exploit", "SQLインジェクション", "クロスサイトスクリプティング", "脆弱性".
3 -
aibot88 Bundle Data SQL OptimizationProduction-grade SQL optimization for OLTP systems: EXPLAIN/plan analysis, balanced indexing, schema and query design, migrations, backup/recovery, HA, security, and safe performance tuning across PostgreSQL, MySQL, SQL Server, Oracle, SQLite.
3 -
aibot88 Bundle Posthog Data HandlingPostHog PII handling, GDPR compliance, consent management, data deletion, property sanitization, and privacy-safe analytics configuration. Trigger: "posthog data", "posthog PII", "posthog GDPR", "posthog data retention", "posthog privacy", "posthog CCPA", "posthog consent".
3 -
aibot88 Bundle Rails Security ReviewPerforms security audits and vulnerability assessments on Ruby on Rails application code. Use when reviewing Rails code for security risks, assessing authentication or authorization, auditing parameter handling, redirects, file uploads, secrets management, or checking for XSS, CSRF, SSRF, SQL injection, and other common vulnerabilities.
3 -
aibot88 Bundle Sales KonnectinsightsKonnect Insights platform help — omnichannel CXM with social listening, social CRM, unified inbox (30+ channels), analytics, publishing, crisis management, Zapier integration, REST API. Use when Konnect Insights mentions are full of irrelevant noise and you need to tighten keyword queries, the unified inbox is overwhelming and you need to organize ticket routing, social listening dashboards don't show the metrics your stakeholders care about, Zapier triggers aren't firing for new mentions or tickets, API authentication isn't working with your account token and user token, or you need to connect Konnect Insights to your CRM (Salesforce, HubSpot, Zoho). Do NOT use for social listening strategy across tools (use /sales-social-listening) or choosing between social listening platforms (use /sales-social-listening).
3 -
aibot88 Bundle Performing Security TestingThis skill automates security vulnerability testing. It is triggered when the user requests security assessments, penetration tests, or vulnerability scans. The skill covers OWASP Top 10 vulnerabilities, SQL injection, XSS, CSRF, authentication issues, and authorization flaws. Use this skill when the user mentions "security test", "vulnerability scan", "OWASP", "SQL injection", "XSS", "CSRF", "authentication", or "authorization" in the context of application or API testing.
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 datasette-plugins, sales-surveymonkey, rails-security-review. 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.