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 Influencer DBSQLite database for Israeli Tech Nano-Influencers with direct sqlite3 command-line access. Execute any SQL query or inspect schema. Simple and agent-friendly.
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aibot88 Bundle Long StraddleAnalyzes long straddle volatility plays with ATM call and put at same strike. Requires numpy>=1.24.0, pandas>=2.0.0, matplotlib>=3.7.0, scipy>=1.10.0. Use when expecting large price movement in either direction, analyzing earnings plays, evaluating volatility opportunities, or assessing binary event outcomes on high IV stocks.
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aibot88 Bundle Polars DovmedSearch the PMC Open Access literature with polars-dovmed. Author structured JSON queries directly, then use the hosted API when an API key is available or fall back to local dovmed scan over PMC, bioRxiv, or both parquet corpora.
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aibot88 Bundle Preboot QuerySkill do używania biblioteki preboot-query. Użyj tego skilla zawsze gdy użytkownik chce implementować dynamiczne filtrowanie, sortowanie, paginację, repozytorium z wyszukiwaniem, REST API z filtrowaniem, projekcje, eksport danych, lub pracuje z Spring Data JDBC i potrzebuje dynamicznych zapytań. Obejmuje: FilterableRepository, FilterableUuidRepository, FilterCriteria, SearchParams, SearchRequest, FilterableController, CrudFilterableController, UuidFilterableController, CrudUuidFilterableController, AggregateReference, projekcje SpEL, SortOrder, eksport danych. Triggeruje się na: dynamic filtering, search, pagination, sorting, filterable repository, criteria query, Spring Data JDBC query, REST API search, CRUD controller, export CSV XLSX, projection, aggregate reference, UUID repository, database view, ILIKE, between, IN operator, nested filtering, OR AND conditions, complex query, SearchParams, FilterCriteria, findAll with filters, page size, unpaged.
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aibot88 Bundle Sales Read AIRead.ai platform help — meeting intelligence with engagement/sentiment analytics, Search Copilot across meetings/email/chat, Ada digital twin, REST API (beta) + MCP Server (`api.read.ai/mcp/`), OAuth auth, webhook automations (`meeting_end` events with HMAC signing), CRM sync to Salesforce/HubSpot, Zapier/n8n workflows, 20+ language transcription. Use when setting up Read.ai webhooks or API integration, connecting Read.ai transcripts to a CRM or data warehouse, configuring Read.ai engagement analytics for a sales team, comparing Read.ai pricing tiers, troubleshooting Read.ai auto-joining meetings without permission, or setting up the Read.ai MCP server with Claude or Cursor. Do NOT use for picking between note-takers (use /sales-note-taker) or reviewing a specific call for coaching (use /sales-call-review).
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aibot88 Bundle Vibe SecuritySecurity intelligence for code analysis. Detects SQL injection, XSS, CSRF, authentication issues, crypto failures, and more. Actions: scan, analyze, fix, audit, check, review, secure, validate, sanitize, protect. Languages: JavaScript, TypeScript, Python, PHP, Java, Go, Ruby. Frameworks: Express, Django, Flask, Laravel, Spring, Rails. Vulnerabilities: SQL injection, XSS, CSRF, authentication bypass, authorization issues, command injection, path traversal, insecure deserialization, weak crypto, sensitive data exposure. Topics: input validation, output encoding, parameterized queries, password hashing, session management, CORS, CSP, security headers, rate limiting, dependency scanning.
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aibot88 Bundle Webapp SqlmapAutomated SQL injection detection and exploitation tool for web application security testing. Use when: (1) Testing web applications for SQL injection vulnerabilities in authorized assessments, (2) Exploiting SQL injection flaws to demonstrate impact, (3) Extracting database information for security validation, (4) Bypassing authentication mechanisms through SQL injection, (5) Identifying vulnerable parameters in web requests, (6) Automating database enumeration and data extraction.
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aibot88 Bundle PhaselockProvides institutional coding knowledge ("Coding Bible") covering architectural decisions, coding standards, framework-specific rules, security expectations, performance guidelines, and approved patterns for AI-assisted development. Guides code generation, refactoring, architecture decisions, database query authoring, error handling, testing, and performance optimization. Activates on ALL software engineering tasks: code generation, code review, design decisions, research, auditing, debugging, SQL queries, PHP development, security review, explaining existing code, or when project conventions and domain-specific rules must be consulted before proposing solutions. The Bible is always consulted -- task complexity only determines the level of ceremony (gates, phases, slices), not whether the skill activates.
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aibot88 Bundle Backend PrismaType-safe database ORM for TypeScript/Node.js. Use when you need database access with full TypeScript integration — auto-generated types from schema, migrations, and query builder. Best for PostgreSQL, MySQL, SQLite, MongoDB. Choose Prisma over raw SQL or Knex when type safety and developer experience are priorities.
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aibot88 Bundle Ctf Web Solver当用户正在进行 CTF 比赛或练习,遇到 Web 类型题目时触发此 Skill。 适用场景包括: - 用户描述了 SQL 注入、XSS、SSRF、SSTI、XXE、文件包含、命令执行等 Web 安全问题 - 用户需要进行信息搜集、目录扫描、端口扫描等渗透前期工作 - 用户遇到 PHP 特性利用、反序列化、JWT 伪造等高级攻击场景 - 用户提及 "CTF"、"Web"、"渗透"、"注入"、"绕过"、"漏洞" 等关键词 - 用户需要分析 Java 代码审计、区块链安全、组件漏洞利用等问题 - 用户需要构造 payload、编写 exploit、分析 WAF 绕过策略
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aibot88 Bundle Ga4 Auth SetupConfigure auth for the GA4 Data API — OAuth user credentials for interactive use, or a service account for automation / CI. Pick the right path, set the right scopes, grant the right property-level access. Trigger with "set up GA4 auth", "GA4 service account", "GA4 OAuth", "connect to Google Analytics".
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aibot88 Bundle Osquery Query HelperHelp users write, validate, and troubleshoot osquery SQL queries using provided osquery table schemas as the authoritative source.
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aibot88 Bundle Rails SecurityUse when auditing a Rails app for SQL injection, XSS, CSRF, mass-assignment, or Gemfile.lock CVEs, or when reviewing only NEW security regressions in a PR vs base branch.
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aibot88 Bundle Sales Level AILevel AI platform help — contact center intelligence with Naviant semantic AI, InstaScore 100% automated QA, Real-Time Agent Assist (AgentGPT), Voice of Customer analytics (iCSAT), AI Virtual Agent, screen recording, omnichannel analysis. Use when setting up Level AI InstaScore QA scorecards for contact center agents, AgentGPT real-time assist not surfacing correct knowledge articles during calls, QA scores seem inaccurate or don't match manual evaluations, Level AI call ingestion delayed more than 24 hours, comparing Level AI vs Observe.AI or Cresta or CallMiner for contact center QA, integrating Level AI with Five9 or Talkdesk or Amazon Connect or Zendesk, configuring compliance monitoring for PCI or HIPAA, or evaluating Level AI for a mid-market contact center. Do NOT use for building a general coaching program (use /sales-coaching), reviewing a specific call transcript (use /sales-call-review), or CCaaS platform selection (use /sales-ccaas-selection).
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aibot88 Bundle Sales SaleskenSalesken platform help — AI-powered conversation intelligence with real-time in-call coaching, QA automation on 100% of calls, revenue intelligence with deal health and forecasting, field sales analytics, multilingual transcription, Salesforce/HubSpot/Zoho native CRM sync. Use when reps need live coaching prompts during calls, QA team wants to stop random call sampling and score every call automatically, compliance team needs automatic regulatory breach detection, managers can't see which deals are actually at risk, field sales team conversations aren't being captured, or real-time objection handling cues aren't reaching reps fast enough. Do NOT use for choosing between note-taker platforms (use /sales-note-taker) or building a coaching program (use /sales-coaching).
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aibot88 Bundle Search ConsoleQuery Google Search Console Search Analytics via the webmasters API. Use when the user asks about search queries, clicks, impressions, CTR, ranking positions, top pages, or month-over-month traffic on their site. Handles OAuth scope + quota project automatically, supports multiple sites via config, and can join page URLs with WordPress post titles for readability.
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aibot88 Bundle Add Data SourceGuide the user to add a data source, connection, or API connector to a Canvas App via Power Apps Studio, then verify and continue. USE WHEN the user asks to add a data source, add a connection, add an API, add a connector, connect to SharePoint / Dataverse / SQL / Excel / OneDrive / Teams / Office 365, or any similar request to make new data available to the app. DO NOT USE WHEN the user is asking to list or describe existing data sources — call list_data_sources or list_apis directly instead.
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aibot88 Bundle Assetcore AuditAudit, tái cấu trúc và sửa lỗi AssetCore — kiểm tra production-readiness toàn module (BE 3-tier, FE views, workflow, fixtures, tests, docs, permissions, audit trail), đồng thời review security (RBAC, DocPerm, whitelist hygiene, SQL injection, CSRF, vendor isolation, compliance NĐ98/WHO HTM). Dùng khi user nói "audit module", "module IMM-XX sẵn sàng chưa", "thiếu gì", "module gap analysis", "release checklist", "kiểm tra module", "tái cấu trúc", "refactor", "code bị lỗi", "fix bug IMM-XX", "phân quyền sai", "permission", "role", "audit trail", "security review", "vendor không được thấy data", "SQL injection", "CSRF", "rò rỉ data", "compliance". Ưu tiên skill này trước mọi deployment module mới.
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aibot88 Bundle Bitrix DatabaseПокрывает прямую работу с базой Bitrix — Application::getConnection(), Connection, MysqliConnection, SqlHelper, SqlExpression, сырые SQL-запросы через query()/queryExecute()/queryScalar(), транзакции (startTransaction/commitTransaction/rollbackTransaction), DDL и миграции схем, bulk-операции (insertBatch, addMulti), дополнительные подключения через секцию connections в .settings.php. Применяется когда ORM недостаточно — массовые операции, raw SQL, миграции, работа с внешними базами и построение кастомных запросов. Ключевые термины — Connection, SqlHelper, SqlExpression, transaction, raw SQL, bulk insert, DDL, migration.
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aibot88 Bundle CLI PersistenceSQLite storage patterns for Effect CLI using @effect/sql-sqlite-bun. Covers schema migrations, repositories, and transactional operations.
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aibot88 Bundle Cube DefinitionDefine semantic layer cubes with Drizzle ORM tables, including dimensions, measures, time dimensions, and security context. Use when creating analytics cubes, defining data models, setting up multi-tenant filtering, or working with drizzle-cube semantic layers.
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aibot88 Bundle Errorlog ReviewAnalyzes SQL Server ERRORLOG files for operational issues, availability group failures, memory pressure, I/O subsystem warnings, and security events. Use this skill whenever a SQL Server instance has experienced unexpected behavior, an AG failover, memory warnings, I/O latency alerts, or abnormal shutdown, and you need a structured timeline of what SQL Server recorded. Applies 28 checks (E1–E28) covering AG health, memory/resource pressure, I/O and storage, startup/shutdown, connectivity, and configuration signals.
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aibot88 Bundle Fastapi MasteryComprehensive FastAPI development skill covering REST API creation, routing, request/response handling, validation, authentication, database integration, middleware, and deployment. Use when working with FastAPI projects, building APIs, implementing CRUD operations, setting up authentication/authorization, integrating databases (SQL/NoSQL), adding middleware, handling WebSockets, or deploying FastAPI applications. Triggered by requests involving .py files with FastAPI code, API endpoint creation, Pydantic models, or FastAPI-specific features.
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aibot88 Bundle Golang DatabaseComprehensive guide for Go database access. Covers parameterized queries, struct scanning, NULLable column handling, error patterns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context propagation, and migration tooling. Use this skill whenever writing, reviewing, or debugging Golang code that interacts with PostgreSQL, MariaDB, MySQL, or SQLite. Also triggers for database testing or any question about database/sql, sqlx, pgx, or SQL queries in Golang. This skill explicitly does NOT generate database schemas or migration SQL.
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aibot88 Bundle Golang SecuritySecurity best practices and vulnerability prevention for Golang. Covers injection (SQL, command, XSS), cryptography, filesystem safety, network security, cookies, secrets management, memory safety, and logging. Apply when writing, reviewing, or auditing Go code for security, or when working on any risky code involving crypto, I/O, secrets management, user input handling, or authentication. Includes configuration of security tools.
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aibot88 Bundle Hyperx Data APIUse when building apps with HyperX Data API — Hyperliquid wallet analytics, market data, Twitter/news feeds. Triggers on: "HyperX API", "data-api.hyperx.trade", "wallet analysis", "Hyperliquid data", "crypto Twitter API", "market positions", "fills API", "trading analytics".
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aibot88 Bundle JSON UI SchemasJSON schemas for Fused canvas UI widget components (text, input, button, dropdown, charts, maps, sql-table, form, transformer, etc.). Use when authoring or editing widget JSON files (e.g. `widget_*.json` in canvas directories), validating widget props, or answering questions about which fields a given widget type accepts.
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aibot88 Bundle Sales CallminerCallMiner platform help — enterprise conversation analytics (Eureka) with omnichannel interaction capture, automated QA scoring, agent coaching, real-time alerts, compliance monitoring, and CX automation. Use when QA scoring is inconsistent or takes too long across agents, when needing to analyze 100% of customer interactions instead of sampling, when setting up automated compliance monitoring for regulated industries (healthcare, finance, collections), when CallMiner Coach scorecards aren't surfacing the right coaching moments, when CallMiner RealTime alerts aren't triggering during live calls, when ingesting audio or text into CallMiner via the Ingestion API, when CallMiner Analyze categories aren't matching expected interactions, or when evaluating CallMiner vs Observe.AI or NICE CXone analytics. Do NOT use for CCaaS platform selection (use /sales-ccaas-selection) or for sales-specific coaching strategy (use /sales-coaching).
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aibot88 Bundle Sales MaestroqaMaestroQA platform help — conversation data QA platform with customizable scorecards, AI-powered coaching workflows, conversation analytics (AskAI), reverse-ETL to CRM/Slack/data warehouses, CSAT ingestion, chatbot QA monitoring. 60+ integrations (Zendesk, Freshdesk, Salesforce, Intercom, ServiceNow, Kustomer, Front, Gorgias, Gladly, Khoros Care, Five9, Talkdesk, Amazon Connect, NICE, Aircall, Gong, Zoom, Dialpad, Snowflake, BigQuery, Redshift). Rippit API (app.rippit.com/api/v1, token auth, 10 req/s). Use when QA scorecards not catching the right issues, coaching workflows feel disconnected from QA data, grading data export to warehouse, CSAT scores not correlating with QA scores, setting up MaestroQA integrations with helpdesk or phone system, MaestroQA API automation, or evaluating MaestroQA vs Observe.AI or Enthu.AI or Klaus. Do NOT use for CCaaS platform selection (use /sales-ccaas-selection) or real-time agent coaching during calls (use /sales-balto).
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aibot88 Bundle Url ShortenerRaccourcir des URLs via is.gd ou v.gd. Use when: l'utilisateur demande de raccourcir une URL, créer un lien court, ou simplifier une URL longue. NOT for: URLs nécessitant une authentification, liens personnalisés avec domaine propre, analytics avancés.
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aibot88 Bundle Analytics WiringWhen a page or stack needs analytics instrumentation - event tracking, conversion goals, funnel events, consent banners. Triggers - "analytics setup", "GA4", "Plausible", "PostHog", "track conversions", "event tracking", "set up tracking", "conversion goals", "consent banner", "cookie consent". Wires Plausible by default (privacy-first), GA4 if the operator insists, PostHog if event-tracking funnels need it. Standardizes event names across the toolkit.
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aibot88 Bundle Dev Sqlite GuideGuide pour écrire des requêtes SQL et concevoir des schémas SQLite avec les bonnes pratiques. À utiliser quand l'utilisateur travaille avec SQLite, écrit des requêtes SQL ou conçoit des schémas de base de données. Se déclenche aussi avec "requête SQL", "schéma SQLite", "base de données SQLite", "migration SQL", "table SQLite", "query SQL".
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aibot88 Bundle Injection HunterHunt for injection vulnerabilities including SQL injection, command injection, XSS, SSTI, path traversal, LDAP injection, and other input validation flaws. Use when auditing code that processes user input.
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aibot88 Bundle Open Cve Scanner오픈소스 취약점 분석 스킬. 사용자가 오픈소스 패키지 이름과 사용 중인 버전을 입력하면, NVD(NIST), OSV.dev(Google), GitHub Advisory 3개 데이터 소스에서 CVE 취약점을 조회하여 최신 버전 정보와 함께 보안 리포트를 생성한다. 마크다운, Excel/CSV, JSON 형식으로 출력 가능하다. package.json, requirements.txt 등 의존성 파일 업로드를 통한 일괄 분석도 지원한다. "CVE", "취약점", "vulnerability", "보안 검사", "security audit", "오픈소스 보안", "패키지 취약점", "의존성 검사", "dependency check" 등의 키워드가 포함된 요청에서 트리거한다. cve-scanner라는 이름으로 직접 호출할 수도 있다.
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aibot88 Bundle Sales Note TakerSales meeting note-taker and conversation-intelligence strategy — platform selection (Fathom, Fireflies, Avoma, Gong, Otter, Fellow, Grain, Sembly, Read.ai, MeetGeek, Jamie, Krisp, Colibri, Cluely, Jamy, Wave, tl;dv, Claap, Tactiq, Granola, Hedy, Omi, Bluedot, Lindy, Notta, Rilla, Siro, Plaud, Speakwise, Sybill, Winn.ai, Sonnet, Supernormal, VoiceToNotes, Sonix, Outdoo, Jiminny, Enthu.AI, Demodesk, Clari Copilot, Salesken, Cresta, Balto, Observe.AI, Oliv, Weflow, Noota, Dialpad, Modjo, Verbit, Temi, Char, Amical, Handy, IRIS Clarity, Soz AI, Shadow, HappyScribe, Circleback, monday Notetaker, Memoro, MinutesLink, Voicenotes, Letterly, Cleft Notes, Coconote, HyNote AI, Backtrack, Superpowered, Noted, People.ai/Backstory, Scribbl, Audionotes, Bubbles, KUDO, Interprefy, Transync AI, Rimo, Liznr, Meeting.ai, KaraX.ai, reason8, NoteWave) plus backend API integration for auto-downloading transcripts into CRM, data warehouse, Slack, or internal tools. Use when choosing an AI note-taker, comparing pricing or features,
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aibot88 Bundle Brand Voice CheckCheck AEM Edge Delivery Services page content against a brand style guide. Validates term usage, tone, capitalization, formatting rules, and terminology conventions. Supports style guides stored as EDS spreadsheets (spreadsheet-as-API pattern), documents, or inline rules. Use when enforcing brand consistency, onboarding new authors, or auditing content before publication.
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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 sales-read-ai, influencer-db, polars-dovmed. 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.