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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bouclem Skill Office ProductivityOffice productivity workflow covering document creation, spreadsheet automation, presentation generation, and integration with LibreOffice and Microsoft Office formats.
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bouclem Skill Supabase AutomationAutomate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
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bouclem Skill SQL Injection TestingExecute comprehensive SQL injection vulnerability assessments on web applications to identify database security flaws, demonstrate exploitation techniques, and validate input sanitization mechanisms.
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bouclem Skill Sqlmap Database PentestingProvide systematic methodologies for automated SQL injection detection and exploitation using SQLMap.
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aibot88 Bundle Lbo ModelBuild leveraged buyout models in Excel — sources & uses, debt schedule, cash sweep, exit multiple, IRR/MOIC sensitivity. Pairs with excel-author. Use for PE screening, sponsor-case valuation, or illustrative LBO in a pitch.
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aibot88 Bundle Fuzzing Apis 2This skill enables Claude to perform automated fuzz testing on APIs to discover vulnerabilities, crashes, and unexpected behavior. It leverages malformed inputs, boundary values, and random payloads to generate comprehensive fuzz test suites. Use this skill when you need to identify potential SQL injection, XSS, command injection vulnerabilities, input validation failures, and edge cases in APIs. Trigger this skill by requesting fuzz testing, vulnerability scanning, or security analysis of an API. The skill is invoked using the `/fuzz-api` command.
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aibot88 Bundle School OpsAudit K-12 school operations, district management, and education administration software. Reviews master schedule building and constraint optimization, student course request scheduling with IEP service integration, staffing formula models and FTE allocation, class size management, Title I weighted per-pupil funding and comparability reporting, fund accounting and budget-to-actual variance, facility utilization and room capacity tracking, maintenance work order systems, transportation route optimization (multi-tier, special needs, McKinney-Vento), fleet and driver CDL compliance, enrollment forecasting (cohort survival, demographic analysis), IDEA special education IEP timeline management, Section 504 compliance, FERPA data privacy, and state and federal program reporting (Title I-III, Civil Rights Data Collection). Supports PowerSchool, Tyler Technologies, Frontline, and custom platforms.
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aibot88 Bundle PPTX AuthorBuild PowerPoint decks headless with python-pptx. Pairs with excel-author for model-backed decks where every number traces to a workbook cell. Use for pitch decks, IC memos, earnings notes.
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aibot88 Bundle Excel AuthorBuild auditable Excel workbooks headless with openpyxl — blue/black/green cell conventions, formulas over hardcodes, named ranges, balance checks, sensitivity tables. Use for financial models, audit outputs, reconciliations.
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aibot88 Bundle Merger ModelBuild accretion/dilution (merger) models in Excel — pro-forma P&L, synergies, financing mix, EPS impact. Pairs with excel-author. Use for M&A pitches, board materials, or deal evaluation.
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aibot88 Bundle Google SheetsRead and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges, search for spreadsheets, and view metadata. Use when user asks to: read a spreadsheet, update cells, add data to Google Sheets, find a spreadsheet, check sheet contents, export spreadsheet data, or get cell values. Lightweight integration with standalone OAuth authentication supporting full read/write access.
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aibot88 Bundle Wooyun LegacyProvides web vulnerability testing methodology distilled from 88,636 real-world cases from the WooYun vulnerability database (2010-2016). Use when performing penetration testing, security audits, code reviews for security flaws, or vulnerability research. Covers SQL injection, XSS, command execution, file upload, path traversal, unauthorized access, information disclosure, and business logic flaws.
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aibot88 Bundle Performing Security Code Review 2This skill enables Claude 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. Claude uses this skill when the user explicitly requests a security audit, asks for a code review with a focus on security, or mentions security concerns related to code. The security-agent plugin then provides structured security findings with severity ratings, code locations, impact assessments, and remediation guidance.
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aibot88 Bundle Venice AugmentVenice augmentation endpoints for agent pipelines. Covers POST /augment/text-parser (extract text from PDF/DOCX/XLSX/plain text, multipart, up to 25MB, JSON or plain text response), POST /augment/scrape (fetch a URL and return markdown; blocks X/Reddit), and POST /augment/search (Brave ZDR or anonymized Google; structured title/url/content/date results, up to 20 per query). Privacy (zero data retention), rate limits, and error shapes.
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aibot88 Bundle Warehouse FlowAudit warehouse flow design and material movement -- evaluate pick path optimization algorithms, ABC velocity-based slotting compliance, zone configuration and boundary balancing, conveyor merge point and sortation system capacity, wave planning logic, and throughput bottleneck identification. Covers S-pattern and serpentine routing, golden zone placement, goods-to-person vs. pick-to-light vs. voice-directed picking, inbound-to-outbound flow path modeling, replenishment timing, Theory of Constraints drum-buffer-rope analysis, and labor planning with engineered standards for distribution centers and fulfillment operations.
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aibot88 Bundle Lease OptimizerAudit commercial lease optimization software -- lease abstraction quality, rent optimization (market comparison, net effective rent, blend-and-extend modeling), ASC 842/IFRS 16 accounting compliance (ROU assets, lease liabilities, discount rate methodology, modification remeasurement), portfolio analytics (occupancy cost ratios, expiration profiles, concentration risk), and renewal vs. relocation strategy. Use when reviewing corporate real estate platforms, lease accounting systems (LeaseAccelerator, Visual Lease, Nakisa), or any codebase calculating present value of lease obligations or modeling rent scenarios.
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aibot88 Bundle Lease ComplianceAudit commercial lease compliance systems -- CAM reconciliation accuracy (pro-rata share, caps, admin fees), lease abstraction completeness, critical date tracking and deadline alerting, clause compliance monitoring (insurance certificates, permitted use, co-tenancy), tenant obligation enforcement, and ASC 842/IFRS 16 lease accounting (ROU assets, lease liabilities, discount rates). Use when reviewing CRE property management software, lease administration platforms (Yardi, MRI, CoStar), or any codebase handling NNN leases, tenant billing, or lease portfolio analytics.
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aibot88 Bundle Mobile AnalyticsAnalyze mobile app analytics implementation including event tracking completeness and naming conventions, SDK configuration audit (Firebase Analytics, Amplitude, Mixpanel, PostHog), attribution tracking with AppsFlyer/Adjust/Branch and SKAdNetwork conversion values, funnel analysis readiness for onboarding and conversion flows, crash monitoring setup (Crashlytics, Sentry) with symbolication and alerting, feature flag evaluation logging, retention cohort signal detection, and privacy compliance verification for App Tracking Transparency (ATT), GDPR consent, App Privacy Nutrition Labels, and Play Store Data Safety forms.
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aibot88 Bundle Player AnalyticsAudit game analytics and telemetry implementation -- event tracking completeness, FTUE and monetization funnel coverage, retention metric infrastructure, A/B testing framework, heatmap data collection, churn prediction signals, and LTV modeling support. Covers Firebase Analytics, Unity Analytics, GameAnalytics, Amplitude, Mixpanel, Adjust, and custom pipelines. Use when verifying event tracking coverage, debugging missing funnel steps, auditing A/B test variant assignment, checking for PII in analytics events, or evaluating GDPR/COPPA compliance of tracking code.
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aibot88 Bundle Backend Master 2Master skill for Backend Integration (Supabase) and API handling. Covers database schema, authentication, and SQL.
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aibot88 Bundle Litigation PredictorAudit litigation analytics and case outcome prediction systems -- ML outcome models (logistic regression, gradient boosting, neural nets with temporal train/test splits), settlement range modeling (Monte Carlo simulation, comparable case matching, BATNA analysis), litigation cost forecasting by phase, judge profiling and venue analysis (win rates, motion grant rates, bias safeguards), precedent matching engines (semantic search, citation graph traversal, authority ranking), statute of limitations tracking with tolling rules, and damages calculators (present value, treble damages, fee-shifting). Use when reviewing legal tech platforms, case analytics tools, or any codebase predicting case outcomes, estimating settlement values, or calculating litigation budgets.
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aibot88 Bundle Procurement AnalysisAudit procurement and procure-to-pay systems for spend analytics (Pareto analysis, tail spend visibility), supplier consolidation opportunities, Kraljic matrix category management, maverick spending detection, contract compliance and utilization tracking, three-way PO matching, CIPS-standard sourcing workflows, approval matrix enforcement, P-card policy controls, and total cost of ownership modeling in SAP Ariba, Coupa, Jaggaer, or custom P2P platforms.
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aibot88 Bundle Performing Security Testing 2Test automate security vulnerability testing covering OWASP Top 10, SQL injection, XSS, CSRF, and authentication issues. Use when performing security assessments, penetration tests, or vulnerability scans. Trigger with phrases like "scan for vulnerabilities", "test security", or "run penetration test".
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aibot88 Bundle Ln 621 Security Auditor 2Security audit worker (L3). Scans codebase for hardcoded secrets, SQL injection, XSS, insecure dependencies, missing input validation. Returns findings with severity (Critical/High/Medium/Low), location, effort, and recommendations.
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aibot88 Bundle Performing Insider Threat InvestigationInvestigates insider threat incidents involving employees, contractors, or trusted partners who misuse authorized access to steal data, sabotage systems, or violate security policies. Combines digital forensics, user behavior analytics, and HR/legal coordination to build an evidence-based case. Activates for requests involving insider threat investigation, employee data theft, privilege misuse, user behavior anomaly, or internal threat detection.
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aibot88 Bundle Security Review 2Auditoría de seguridad OWASP Top 10. Usar para revisar código en busca de vulnerabilidades, validar autenticación/autorización, analizar input sanitization, detectar SQL injection, XSS, CSRF y otras vulnerabilidades comunes.
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sickn33 Skill Ab Test SetupUse when designing an A/B or split test: define the hypothesis, control and variants, estimate sample size, verify tracking, and predeclare metrics and stopping rules.
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sickn33 Bundle Business AnalystMaster modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.
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sickn33 Skill Analytics TrackingDesign, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
45.1k -
sickn33 Bundle Claude D3js SkillThis skill provides guidance for creating sophisticated, interactive data visualisations using d3.js.
45.1k -
sickn33 Bundle Postgres Best PracticesPostgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
45.1k -
ecnu-icalk Skill Oracle SQL 3生成 Oracle SQL 语句,用于查询特定用户拥有的、且未被指定其他用户授权访问的数据表。
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ecnu-icalk Skill Python Excel 2编写Python代码遍历指定文件夹下的所有Excel文件,对所有工作表执行删除指定行或替换单元格值的操作,并确保正确处理中文字符。
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ecnu-icalk Skill Chrome Excel 2开发Manifest V3版本的Chrome插件,使用xlsx库解析Excel文件,提取指定列数据(如iccid),按固定大小(如1000)分批,转换为文本文件格式,并通过FormData上传到服务器,批次间需延时。
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ecnu-icalk Skill Dataframe 2用于在Pandas DataFrame执行合并操作后,清理由merge产生的后缀列(_x, _y)和指示列,使其符合数据库表结构以便进行to_sql插入操作。
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ecnu-icalk Skill CSV 4Создает Python-скрипт для расчета координат движения брошенного камня (материальной точки) по заданным физическим формулам и сохраняет результаты в файл pts.csv с заданным форматированием.
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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 lbo-model, fuzzing-apis, school-ops. 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.