Skills for your AI
Gathers, cleans, analyzes, and reports digital performance data across channels, producing KPIs, forecasts, segmentation, funnel and fraud findings, dashboards, and reports. Use when the user needs data consolidation, KPI benchmarking, trend visuals, root caus
Turns employee productivity data into cleaned datasets, trend and benchmark analyses, root cause findings, forecasts, dashboards, and workload plans for managing directors. Use when the user asks to analyze productivity data, benchmark performance, diagnose lo
Turns an organization's diversity and inclusion data into metrics, benchmarks, reports, pay equity and retention analyses, and program recommendations. Use when the user needs survey design, diversity data analysis, industry benchmarking, DEI reporting, pay di
Converts user-attached documents (Word, presentations, spreadsheets, OpenDocument, RTF, EPUB, CSV, text-based PDF) to Markdown using a local converter. Use when a user attaches a document and asks for its content in Markdown, or when a conversion fails and nee
Turns raw process data into efficiency metrics, dashboards, benchmarking reports, and improvement plans for process improvement analysts. Use when analyzing process data, defining KPIs, mapping processes, finding bottlenecks, doing root cause or trend analysis
Turns employee performance data into metrics, reviews, dashboards, improvement plans, forecasts, reports, and coaching guidance for Business Unit Managers. Use when defining KPIs, analyzing performance data, benchmarking, building review templates or dashboard
Turns service topology, alerts, dashboards, procedures, on-call schedules and incident checklists into a single copyable runbook page. Use when an on-call engineer needs the right alert, dashboard, command or response checklist during an incident.
Turns environmental GIS data into maps, spatial analyses, models, and reports for environmental consulting work. Use when the user needs data inventories, spatial pattern analysis, map specifications, impact assessments, geospatial models, land cover classific
Develops and runs an organization's ESG strategy across research, materiality, goal setting, risk, metrics, reporting, engagement, monitoring, training, innovation, and supply chain. Use when the user asks for ESG research, materiality or benchmarking, ESG goa
Design and automate Extract, Transform, Load data pipelines for data integration and analytics
Reads, cleans, merges, analyzes and visualizes Excel workbooks (.xlsx, .xls) with pandas, openpyxl and matplotlib, producing pivot tables, charts and formatted output files. Use when the user provides an Excel file path or asks to inspect a workbook, clean mes
This skill enables advanced Excel automation using xlwings - a library that can interact with live Excel instances. Unlike openpyxl (file-only), xlwings can control Excel in real-time, execute VBA, update dashboards, and automate complex workflows.
Transforms raw data from CSVs, spreadsheets, or databases into an executive-ready Markdown dashboard report with key metrics, trend analysis, and prioritized recommendations. Use when the user provides business data or asks for an executive report, dashboard,
Analyzes scientific data files across 200+ formats and produces markdown EDA reports covering structure, content, quality, and next-step recommendations. Use when the user gives a path to a scientific data file and asks to analyze, explore, check quality, summ
Turns requirements and testing goals into test cases, charters, session notes, coverage and risk analyses, and debrief reports for QA testers. Use when planning, executing, documenting, or refining exploratory testing sessions.
Designs feedback surveys, analyzes qualitative and quantitative feedback data, tracks trends and benchmarks, and produces reports, visualizations, and follow-up plans for training and development programs. Use when the user needs a survey drafted, feedback dat
Turns financial data into decision-ready charts, dashboards, scorecards, forecasts and narratives, from data collection to final visuals. Use when the user asks for financial dashboards, KPI visuals, trend or variance analysis, forecasting charts, risk heat ma
Turns financial data from spreadsheets, databases, and other sources into validated, distributed reports, statements, dashboards, and forecasts. Use when extracting or cleaning financial data, transforming it for automated reporting, generating reports or stat
Plans fleet expansion by assessing current fleet and needs, researching market and vendors, analyzing costs, environmental compliance, technology integration, risk, training, and KPIs. Use when a fleet manager asks to expand a fleet, evaluate new vehicles, pro
Turns fleet data into KPI tracking, trend and benchmarking analyses, performance, maintenance, cost, compliance and environmental reports, and improvement recommendations. Use when a fleet manager needs fuel, maintenance, driver, utilization, cost or complianc
Parses FCS files (versions 2.0, 3.0, 3.1), extracts event data as NumPy arrays, and converts to CSV or DataFrame. Use when the user provides an FCS file path, asks for its version, event count, channels or metadata, wants events extracted as arrays, converted
Sets up, runs, and analyzes computational fluid dynamics simulations with the FluidSim Python framework, covering solver selection, parameter sweeps, custom forcing, MPI runs, and output visualization. Use when the user describes a fluid dynamics problem to si
Decomposes complex coding tasks into validated steps, delegates to specialists when available, and synthesizes results. Use when a request is multi-step, ambiguous, or needs planning, execution, validation, and progress reporting.
Collects, interprets, quality-checks, and reports geochemical data from rock, soil, water, and waste samples, covering statistics, anomaly detection, mapping, modeling, and environmental impact. Use when the user asks to compile survey data, prepare samples, o
