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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johnalbertini14-glitch Bundle Lead StoragePersist validated lead objects through write-only storage operations after Supervisor provides explicit confirmation. Use when users ask to save approved leads to Google Sheets or DB, including normalized location and priority fields. Recommended chain end: supervisor confirmation then lead-storage. Do not use for parsing, extraction, analytics, or action recommendation.
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johnalbertini14-glitch Bundle CodesessionTrack agent session costs, file changes, and git commits with codesession-cli. Enforces budget limits and provides detailed session analytics with a web dashboard. v2.0.0 - Alerts dashboard, start fresh, insights page.
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johnalbertini14-glitch Bundle Comonyx AdminAdmin skill to sign into Cosmonyx, fetch companies, filter/export (PDF or Excel), optionally email the export, or send reminder emails to filtered companies.
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johnalbertini14-glitch Bundle Picsee Short LinkShorten URLs using PicSee (pse.is). Use when the user asks to shorten a URL, create a short link, or mentions PicSee. Supports both unauthenticated mode (basic shortening) and authenticated mode (analytics, editing, search, custom thumbnails for Advanced plan users).
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johnalbertini14-glitch Bundle Agent AnalyticsSimple website analytics your AI agent controls end-to-end. Track page views, events, funnels, retention, and A/B experiments across all your projects. Use when: adding website tracking, checking site traffic, setting up conversion funnels, running A/B experiments, or replacing Mixpanel / Plausible / PostHog with something lightweight and agent-operated. No dashboard needed.
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johnalbertini14-glitch Bundle Trtc Config InspectorTRTC SDK configuration inspection and analysis tool. Downloads scene config template Excel, inspection result Excel, and project code from user-provided URLs, compares inspection results against target scene configurations, locates TRTC parameters in source code, and generates a structured modification report. The AI Agent then applies code changes based on the report. Supports live streaming, voice chat room, video call, and other scenarios. Triggers: TRTC config inspection, compare config and modify code, optimize TRTC scene configuration
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johnalbertini14-glitch Bundle Fund Report Processor自动化处理资金日报邮件和数据提取。从邮箱收取资金日报邮件,下载XLSX附件,提取关键财务数据,生成用户指定格式总结并展示趋势图表。🚀v3.1:精简架构版本,Bitwarden集成,完全自动化。⭐标准流程:zero_interaction_runner.py 一键完成所有操作
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johnalbertini14-glitch Bundle Stock Strategy BacktesterBacktest stock trading strategies on historical OHLCV data and report win rate, return, CAGR, drawdown, Sharpe ratio, and trade logs. Use when evaluating or comparing strategy rules (SMA crossover, RSI mean reversion, breakout), quantifying transaction-cost impact, tuning parameters, or generating performance summaries from CSV data. Trigger for requests like "回测股票策略胜率", "测收益率", "compare two strategy backtests", and "build a strategy report from historical prices".
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johnalbertini14-glitch Bundle Google Sheets AgentRead, write, and append to Google Sheets via service account — zero dependencies. Use when an agent needs to access Google Sheets data, export spreadsheet contents, write rows, or list available sheets. Supports 1Password, env var, or file-based SA key loading.
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johnalbertini14-glitch Bundle Alicloud AI Search OpensearchUse OpenSearch vector search edition via the Python SDK (ha3engine) to push documents and run HA/SQL searches. Ideal for RAG and vector retrieval pipelines in Claude Code/Codex.
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johnalbertini14-glitch Bundle Social Media PlatformBuild a plugin-based social media management platform with multi-platform publishing, content calendar, brand voices, AI content generation via LangGraph, and analytics. Use when building social media tools, content scheduling systems, or multi-platform publishing pipelines. Covers Facebook, Instagram, YouTube, Twitter/X, TikTok integration patterns.
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johnalbertini14-glitch Skill Lunara VoiceManage Lunara Voice AI — agents, campaigns, outbound calls, call history, analytics, webhooks, tags, and LLM data export
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brycewang-stanford Skill Jama Study DesignUse when locking the study design and internal-validity safeguards for a JAMA clinical manuscript (RCT, cohort, diagnostic, or systematic review). Strengthens design choices; it does NOT pick the reporting checklist or run the statistics.
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brycewang-stanford Skill Vis Topic SelectionUse when deciding whether a project belongs at IEEE VIS or should be routed to EuroVis, PacificVis, CHI, a graphics venue, or the IEEE TVCG journal track, and when choosing among the six VIS areas (Theoretical & Empirical, Applications, Systems & Rendering, Representations & Interaction, Data Transformations, Analytics & Decisions) by contribution type and evidence maturity.
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brycewang-stanford Skill Demog Data AnalysisUse when executing and reporting the analysis for a Demography (PAA / Duke University Press) manuscript so it survives expert, double-blind review — correct rate construction, honest uncertainty, and demographic methods done right (life tables, decomposition, event history, age-period-cohort). Guides analysis norms; it does not fabricate results.
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brycewang-stanford Skill Demog Research DesignUse when defending the research design of a Demography (PAA / Duke University Press) manuscript — choosing among demographic methods (life tables, decomposition, event-history/survival, age-period-cohort, multistate, microsimulation, projections) and, where the question is causal, defending identification. Demography judges each method on its own terms. Strengthens the design; it does not write code.
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brycewang-stanford Skill Devpsych WorkflowUse when starting or navigating any Developmental Psychology (APA) manuscript and you are unsure which sub-skill applies. Use when choosing a manuscript length tier or returning with a decision letter. Routes by lifecycle stage and by the developmental design (cross-sectional, longitudinal/cohort, micro-genetic, experiment with minors); it dispatches, it does not draft content.
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brycewang-stanford Skill Devpsych Study DesignUse when designing studies for a Developmental Psychology (APA) manuscript so they can actually support a developmental-change claim. Covers age-appropriate experimental and longitudinal designs, age vs. cohort confounds, attrition, measurement invariance across ages, sample-size justification, and ethics with minors and vulnerable populations. Strengthens the design and pre-analysis plan; it does not write code.
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brycewang-stanford Skill Devpsych Review ProcessUse when you need to understand how Developmental Psychology (APA) evaluates a manuscript — masked peer review, editorial weighting of developmental significance, design rigor (age/cohort, invariance, attrition), JARS reporting, and TOP transparency. Use when stress-testing a paper before submission or interpreting a decision letter. Sets expectations and shapes the paper to survive review; it does not contact editors.
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brycewang-stanford Skill Jape Data AnalysisUse when running estimation and inference for a Journal of Applied Econometrics (JAE) manuscript so the analysis is reproducible and archive-ready — every table/figure regeneratable from plain-text data and programs you will deposit in the JAE Data Archive. Covers robust inference, master-script discipline, Monte Carlo evidence, and the archive's plain-ASCII/CSV format rule.
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brycewang-stanford Skill Mining Software RepositoriesUse when targeting Mining Software Repositories (MSR) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for software analytics.
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brycewang-stanford Skill The Lancet Respiratory MedicineUse when targeting The Lancet Respiratory Medicine or deciding whether a respiratory or critical-care study fits this venue. Encodes the journal's fit, the practice-changing trial and major-cohort evidence bar, reporting-guideline and registration requirements, Lancet specialty house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.
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brycewang-stanford Skill Popdevr Research DesignUse when defending the research design of a Population and Development Review (PDR, Wiley / Population Council) manuscript — choosing among demographic methods (life tables, decomposition, event-history, age-period-cohort, projections) and, where the question is causal, defending identification, with the population-and-development linkage made explicit. PDR judges each method on its own terms and asks what it shows about development. Strengthens the design; it does not write code.
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brycewang-stanford Skill Jmis Data AnalysisUse when the estimation, identification, construct validity, or modeling is the bottleneck for a Journal of Management Information Systems (JMIS) manuscript — econometrics on firm/platform data, SEM/PLS for behavioral constructs, analytical-model derivations, or ML/analytics evaluation. Executes and stress-tests the analysis the design (jmis-methods) chose; it does not redesign the study.
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brycewang-stanford Skill Jape Replication And Data PolicyUse when assembling the mandatory JAE Data Archive deposit for an accepted Journal of Applied Econometrics paper — plain-ASCII/CSV data with a readme, the programs that replicate every result, and the confidential-data exception. Encodes the archive's actual format rules (no bare .dta/SAS) and its history (Queen's 1994–2022, now ZBW).
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kursku Skill Ga4 SetupGa4 Setup — Skill especializada para ga4 setup
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kursku Bundle SecuritySecure web and desktop application development. Use when writing authentication, authorization, API endpoints, form handling, database queries, file uploads, Electron apps, Tauri apps, IPC handlers, cryptography, secrets management, security headers, input validation, or when reviewing code for vulnerabilities. Covers OWASP Top 10, XSS, CSRF, SQL injection, SSRF, command injection, path traversal, and desktop app security.
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kursku Skill Kpi FrameworkKpi Framework — Skill especializada para kpi framework
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kursku Skill Churn AnalysisChurn Analysis — Skill especializada para churn analysis
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kursku Bundle XLSX OfficialComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....
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kursku Skill Cohort AnalysisCohort Analysis — Skill especializada para cohort analysis
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kursku Skill Funnel AnalysisFunnel Analysis — Skill especializada para identificar gargalos, otimizar fluxos de conversão e maximizar a performance de jornadas de usuário em plataformas digitais usando Google Analytics 4.
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kursku Skill Ltv CalculationLtv Calculation — Skill especializada para ltv calculation
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kursku Skill Survey AnalysisSurvey Analysis — Skill especializada para survey analysis
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kursku Skill Data ScientistExpert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.
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kursku Skill Ab Test AnalysisAb Test Analysis — Skill especializada para ab test analysis
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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 social-media-platform, survey-analysis, mining-software-repositories. 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.