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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18816132863 Skill Excel Analysis 2Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files.
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mk-organization-1 Skill Agency Analytics Reporter 3Expert data analyst transforming raw data into actionable business insights. Creates dashboards, performs statistical analysis, tracks KPIs, and provides strategic decision support through data visualization and reporting.
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mk-organization-1 Skill Agency Data Analytics Reporter 3Expert data analyst transforming raw data into actionable business insights. Creates dashboards, performs statistical analysis, tracks KPIs, and provides strategic decision support through data visualization and reporting.
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mk-organization-1 Skill Agency Sales Data Extraction Agent 3AI agent specialized in monitoring Excel files and extracting key sales metrics (MTD, YTD, Year End) for internal live reporting
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mk-organization-1 Skill Clickhouse Io 3ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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mk-organization-1 Skill Django Security 3Django安全最佳实践,身份验证,授权,CSRF保护,SQL注入预防,XSS预防和安全部署配置。
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gigik2a Skill Keyword Strategy 3Ricerca keyword con intent mapping, gap analysis competitor e cluster tematici per PMI italiane. Trigger: "keyword research", "ricerca keyword", "parole chiave", "su cosa posizionarmi", "keyword strategy", "analisi keyword", "keyword competitor", "gap analysis keyword", "cluster keyword", "piano keyword", "quali keyword usare", "keyword per il mio sito", "strategia parole chiave". Input: URL sito, settore, 3-5 keyword seed, 1-3 competitor (opzionali), target geografico. Output: keyword map XLSX (4 tab: keyword master, cluster tematici, competitor gap, piano assegnazione pagine) e JSON strutturato. Workflow: analisi keyword attuali, ricerca ampliata con espansione long-tail, intent mapping 4 livelli, gap analysis vs competitor, clustering pillar/cluster con assegnazione keyword a pagine. Per ogni keyword: volume, difficolta, intent, pagina target, priorita. Terzo livello consulenza web PMI (249-399 euro).
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gigik2a Skill Pricing Optimizer 2Analisi margini e ottimizzazione prezzi per PMI italiane (349 EUR). Mappatura prodotti/servizi con margine di contribuzione unitario e percentuale, analisi CVR completa con BEP globale e per prodotto, margine di sicurezza e leva operativa, analisi mix prodotti star vs dog, simulazione pricing what-if con elasticita stimata e impatto su volumi e utile, raccomandazione pricing con scenari. Output: XLSX con simulatore interattivo a formule vive, report DOCX 8-10 pagine, JSON strutturato. Attiva per: pricing, prezzo giusto, margini, quanto devo far pagare, break even, punto di pareggio, leva operativa, margine di contribuzione, listino prezzi, analisi costi prodotto, ottimizzare i prezzi, sto guadagnando abbastanza, pricing strategy, simulazione prezzo.
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gigik2a Skill Aggiorna Stato 2Aggiorna lo stato delle fasi lavorative nel tracker Excel cantieri TLC. Vidima le fasi completate, segna NC, aggiorna note. Usa SEMPRE per: "vidima fase", "aggiorna stato sito", "segna OK la fase", "fase completata", "marca come completato", "aggiorna il tracker", "il POS è approvato", "abbiamo aperto il cantiere", "sopralluogo fatto", "CFL firmato", "commissioning completato", "BEF caricato", "sito completato", "segna NC", "aggiorna avanzamento", "stato cantiere", "check fase", "prossima fase sito".
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gigik2a Skill Lead Qualification 2Skill verticale per P01 — Agenti AI Email & CRM. Fornisce framework e criteri operativi per qualificare lead nel contesto B2B delle PMI italiane. Usare quando il K-BOT deve analizzare il processo di qualificazione, identificare MQL/SQL, rilevare segnali di disqualifica, o proporre automazioni per il triage dei lead in ingresso. Entra nel bundle settoriale insieme a sales-strategy e diagnosi-ai-operativa-pmi.
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gigik2a Bundle Piano Crescita Pmi 2Piano di crescita strategico per PMI italiane con matrice Ansoff, valutazione opzioni e business plan semplificato. Trigger: "piano di crescita", "come crescere", "espandermi", "nuovo mercato", "nuovo prodotto", "diversificare", "Ansoff", "internazionalizzazione", "acquisizione", "business plan", "piano strategico", "aprire una nuova sede", "fare rete", "alleanza strategica". Input: azienda (settore, fatturato, dipendenti, prodotti/servizi), obiettivo crescita (fatturato target, mercato, orizzonte), risorse disponibili, vincoli. Workflow 5 step: analisi posizione attuale, mappatura opzioni Ansoff con make/buy/ally, scoring attrattivita x fattibilita x rischio, business plan con proiezione 3 anni BEP/ROI, piano azione con milestone. Invoca strategia-grant-bocconi, strategia-competitiva, corporate-finance, teoria-dei-giochi-decisioni, casi-numerici-bocconi, benchmark-italia-business. Output: DOCX 12-15 pagine, XLSX proiezioni, JSON. Prezzo 599 euro.
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gigik2a Skill Report Avanzamento 2Genera report avanzamento cantieri TLC dal tracker Excel. Report per operatore, per fase, per stato. Identifica siti bloccati (NC) e prossime azioni. Usa SEMPRE per: "report cantieri", "stato avanzamento", "quanti siti completati", "siti bloccati", "riepilogo Iliad", "riepilogo Cellnex", "dashboard cantieri", "avanzamento per operatore", "siti in ritardo", "prossime azioni cantieri", "report settimanale", "overview cantieri", "quanti cantieri aperti", "stato generale TLC".
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gigik2a Bundle Budget Forecast Pmi 2Costruzione budget previsionale 12 mesi per PMI italiane con analisi scostamenti e scenari. Partendo dal bilancio storico e dalle ipotesi del titolare (crescita fatturato, nuovi costi, investimenti), produce un budget economico mensile (ricavi per linea, costi fissi e variabili, margini, EBITDA, utile netto), un budget finanziario (flussi di cassa, fabbisogno circolante, piano incassi e pagamenti), tre scenari (base, ottimistico, pessimistico) con sensitivity analysis sulle variabili chiave, e un template per analisi scostamenti a consuntivo. Deliverable: XLSX con formule vive modificabili dal titolare, report DOCX sintetico, JSON strutturato. Tono pratico orientato alla decisione per imprenditori senza controller. Prezzo 399 EUR.
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gigik2a Skill AI Assessment Studio 2Skill di Fase 1 — Assessment AI per studi professionali italiani. Esegue diagnosi della maturità AI dello studio su 6 dimensioni (cultura, processi, dati, tool, governance, persone), analisi gap normativi (GDPR, AI Act, DDL AI, codice deontologico), inventario archivio documentale, identificazione 3-5 progetti AI ad alto valore. Usa SEMPRE in fase iniziale di progetti consulenza AI per studi, oppure quando il cliente dice assessment AI studio, valutazione maturità AI, dove sta il mio studio con AI, audit AI per professionisti, gap analysis AI. Genera report assessment 30-50 pagine, matrice maturità XLSX, intervista titolare, mappatura archivio, lista progetti prioritari, business case preliminare. Pricing 3.5-12K euro a seconda dimensione studio. NON usare per implementazione AI tool, per skillizzazione archivio, per design architetturale, per consulenza generica non AI.
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gigik2a Bundle Inizializza Progetto 2Crea il file Excel tracker per project management cantieri TLC (Iliad, Cellnex). Genera un foglio di lavoro con tutte le fasi dal PE alla consegna BEF, un foglio per operatore, e formattazione condizionale per lo stato avanzamento. Usa per: "crea tracker cantieri", "nuovo progetto TLC", "inizializza Excel cantieri", "aggiungi sito al tracker", "nuovo sito Iliad", "nuovo sito Cellnex", "crea foglio di lavoro cantiere", "project management antenne", "tracker fasi lavorative", "file Excel cantieri TLC", "nuovo cantiere da tracciare", "aggiungi riga sito".
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ferroxlabs Bundle Cohort Analysis 2Applies cohort analysis to a described dataset by defining the cohort grouping variable, time horizon, measured behavior, and producing the cohort table structure with retention calculation formulas. Outputs a populated cohort matrix, not a description of cohort analysis theory. Use when the user asks to analyze retention, track user behavior over time by signup date, compare customer groups by acquisition period, or measure how engagement changes as users age. Do NOT use for funnel conversion analysis (use funnel-analysis), customer segmentation by attributes (use segmentation-design), or A/B test design comparing two groups (use ab-test-design).
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ferroxlabs Bundle Funnel Analysis 2Produces a funnel analysis with defined conversion stages, step-by-step conversion rates, biggest drop-off identification, and diagnostic questions for each stage. Outputs a populated funnel table with actionable insights, not a description of funnel methodology. Use when the user asks to analyze conversion rates, identify where users drop off in a process, optimize a signup or purchase flow, or measure step-by-step completion rates. Do NOT use for cohort-based retention over time (use cohort-analysis), customer segmentation by attributes (use segmentation-design), or KPI definition (use kpi-definition).
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ferroxlabs Bundle Probe Mvp Design 2Past the fake-door stage. Demand signal exists. The question now: does the actual product produce the outcome customers expected. Load when someone says "people signed up — what do we ship to the first cohort," or "we need to know if this works before we scale."
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ferroxlabs Bundle Segmentation Design 2Designs a customer or user segmentation by selecting variables, defining the segmentation method (RFM, behavioral, demographic, needs-based), producing segment definitions with names, and specifying the analysis output format. Use when the user asks to segment customers, create audience groups, build user personas from data, define target segments, or cluster users by behavior or attributes. Do NOT use for cohort analysis by time period (use cohort-analysis), funnel conversion between steps (use funnel-analysis), or individual KPI definition (use kpi-definition).
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javimosch Skill CSV To Excel 2Convert CSV files to professionally formatted Excel workbooks with Chinese character support, automatic formatting, and multi-sheet capabilities. Use when users need to: (1) Convert single CSV to Excel, (2) Combine multiple CSV files into one Excel with separate sheets, (3) Format CSV data with headers, borders, and auto-adjusted columns, (4) Handle Chinese or other non-ASCII characters in CSV files, or (5) Create professional Excel reports from CSV data.
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javimosch Skill Cloudflare 2Manage Cloudflare domains, DNS records, SSL settings, zone configuration, firewall rules, tunnels, and analytics via the Cloudflare API. Use when the user asks to set up a domain, add/edit/delete DNS records, configure SSL, check zone settings, manage Cloudflare Tunnels, view analytics, or any Cloudflare account management task.
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javimosch Skill Social Media Scheduler 2When user asks to plan social media posts, create content calendar, write captions, generate hashtags, schedule posts, plan content strategy, write tweets, create Instagram captions, plan LinkedIn posts, batch content creation, track post ideas, or any social media content task. 18-feature AI social media content planner with caption writer, hashtag generator, content calendar, post templates, and analytics tracking. All data stays local — NO external API calls, NO network requests, NO data sent to any server. Does NOT post to social media — generates text content for user to copy and post manually.
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ferroxlabs Bundle Search System Architect 2Search infrastructure design expert covering full-text search architecture, Elasticsearch/OpenSearch cluster design, relevance tuning (BM25, TF-IDF, custom scoring), faceted search, autocomplete, query understanding, search analytics, and search quality measurement. Use when the user asks about search system architect, search system architect best practices, or needs guidance on search system architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.
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ferroxlabs Bundle Spark Learner Engagement 2The curriculum is mapped, the arc is set. The question now is whether the learner will finish. Load whenever you hear "completion rates are bad," "people start and stop," "the cohort drops off after week two," or "I shipped it and nobody finished."
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ferroxlabs Bundle Lens Cohort And Retention 2As of: 2026-05-16
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ferroxlabs Bundle Subscription Model Designer 2Subscription business strategy advisor covering MRR/ARR metrics, pricing tier design, churn reduction strategies, retention mechanics, billing systems, free trial optimization, expansion revenue, cohort analysis, and the financial modeling required to build sustainable recurring revenue businesses across SaaS, media, services, and physical products. Use when the user asks about subscription model designer or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
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ferroxlabs Bundle Spark Curriculum Architecture 2The user wants a course, book, workshop, paid cohort, or any structured information product. Load whenever you hear "I want to teach," "I'm writing a book on," "what should be in the curriculum," or "help me outline this."
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happy-technologies-llc Skill Workspace Insights 2Workplace service delivery insights including space utilization, service request patterns, facility management metrics, and desk booking analytics
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happy-technologies-llc Skill Health Log Analytics 2Health log analytics for anomaly detection, capacity planning, performance trending, log source configuration, and threshold management in ServiceNow ITOM
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s3yed Skill Gws Sheets Read 2Google Sheets: Read values from a spreadsheet.
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s3yed Skill Gws Sheets Append 2Google Sheets: Append a row to a spreadsheet.
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happy-technologies-llc Skill Analytics Generation 2Generate analytics dashboards and visualizations from natural language descriptions covering PA indicators, data collectors, and widgets
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s3yed Skill Recipe Sync Contacts To Sheet 2Export Google Contacts directory to a Google Sheets spreadsheet.
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s3yed Skill Recipe Log Deal Update 2Append a deal status update to a Google Sheets sales tracking spreadsheet.
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s3yed Skill Recipe Backup Sheet As CSV 2Export a Google Sheets spreadsheet as a CSV file for local backup or processing.
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s3yed Skill Recipe Create Expense Tracker 2Set up a Google Sheets spreadsheet for tracking expenses with headers and initial entries.
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 Excel Analysis, agency-analytics-reporter, agency-data-analytics-reporter. 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.