Skills for your AI
Designs ML deployment pipelines, RAG/LLM integrations, monitoring, data pipelines, inference optimization, security compliance, and MLOps advisory plans. Use when a user needs to productionize a model, build RAG, set up drift monitoring, design data pipelines,
Maps customer journeys from provided feedback and touchpoint data, producing personas, emotion maps, pain-point analyses, satisfaction breakdowns, journey visualizations, optimization plans, strategies, and performance trackers. Use when a service manager need
Analyzes process data into Six Sigma maps, root-cause and statistical analyses, DMAIC plans, control charts, and KPI frameworks. Use when the user asks for process mapping, trend or defect analysis, variation detection, lean optimization, value stream mapping,
Drafts and assesses employee-focused social engineering defenses, including training content, incident playbooks, policies, phishing simulations, reporting templates, quizzes, metrics reports, audit checklists, and 2FA guidance. Use when a cybersecurity analys
Turns social media metrics into engagement analyses, reports, trend and sentiment insights, ROI calculations, benchmarks, audience segments, campaign recommendations, KPI comparisons, and visualizations. Use when asked to analyze social media performance, buil
Analyzes software performance data such as profiles, logs, metrics, and query plans to find bottlenecks and recommend optimizations. Use when the user shares code, profiler output, memory or CPU data, network metrics, query logs, load test results, or asks to
Use when Codex should act as the Document Generator specialist from Agency Agents. Expert document creation specialist who generates professional PDF, PPTX, DOCX, and XLSX files using code-based approaches with proper formatting, charts, and data visualization
Use when Codex should act as the Model QA Specialist specialist from Agency Agents. Independent model QA expert who audits ML and statistical models end-to-end - from documentation review and data reconstruction to replication, calibration testing, interpretab
Creates, edits, analyzes, and formats .xlsx, .csv, and .tsv spreadsheets while preserving formulas and references. Use when the user asks to build a new spreadsheet, modify an existing file, compute metrics from tabular data, apply styling, or render a sheet f
Answers questions about the user's own CSV, TSV, or XLSX files with auditable numbers by profiling files, stating metric definitions, computing in code, and reconciling to known totals. Use when asked to analyze a spreadsheet or data export, define a metric li
Merges multiple CSV, Excel, or TSV files into one unified dataset with column matching, deduplication, conflict resolution, and verification. Use when a user wants to combine spreadsheets, consolidate exports, reconcile duplicated records, or deduplicate rows
Audits Excel and Google Sheets models for structural errors and assumption problems, then explains each fix in business language. Use when asked to check, audit, review, or sanity-check a workbook, budget, forecast, pricing model, or commission calculator, or
Analyzes slow SQL queries, execution plans, and schemas to recommend indexing, rewrites, caching, partitioning, and tuning changes. Use when a DBA provides SQL, plans, or performance data and wants slow queries identified, indexes optimized, queries rewritten,
Maps, analyzes, and reports on stakeholders to sharpen engagement strategies. Use when identifying or mapping stakeholders, assessing needs, planning communication, analyzing feedback, resolving conflicts, defining engagement KPIs, prioritizing influence, draf
Maps, analyzes, and engages stakeholders for sustainability initiatives, covering stakeholder analysis, communication plans, messaging, facilitation, surveys, partnerships, KPI reporting and training. Use when identifying or categorizing stakeholders, assessin
Sets up a self-hosted, auto-refreshing stargazers-over-time SVG chart in a GitHub repo README by installing the script and workflow, generating the initial SVG, updating the README, and committing. Use when a user wants a star history chart in their repo, to r
Extracts transactions from bank, credit card, and brokerage statement PDFs, invoices, and price lists into CSV or Excel and proves the extraction ties out by arithmetic invariants. Use when a user provides statement or invoice PDFs and wants structured rows, a
Selects, runs, and reports statistical tests (t-tests, ANOVA, chi-square, regression, correlation, Bayesian) with assumption checks, effect sizes, power analysis, and APA 7th edition reporting. Use when the user asks which test fits their data, needs assumptio
Guides data analysts through statistical analysis tasks from data cleaning and EDA to hypothesis testing, regression, ANOVA, time series, clustering, survival analysis, and interpretation. Use when the user asks to clean a dataset, run a statistical test, buil
Guides process development scientists through statistical analysis, from data cleaning and test selection to interpretation and reporting. Use when preparing datasets, choosing or running statistical tests, building regression or ANOVA models, forecasting time
Runs an end-to-end statistical analysis workflow for research scientists, covering data cleaning, descriptive statistics, hypothesis testing, modeling, time series, experimental design, survival analysis, clustering, model comparison, and specialized methods.
Run hypothesis tests, analyze A/B experiment results, calculate sample sizes, and interpret statistical significance with effect sizes. Use when you need to validate whether observed differences are real, size an experiment correctly before launch, or interpre
Guides research associates through statistical modeling and prediction workflows, from data cleaning and feature engineering to model fitting, evaluation, forecasting, and domain-specific predictions. Use when the user needs data sources, variable selection, m
Collects, organizes, analyzes and interprets quality data with statistical methods such as descriptive statistics, control charts, capability indices, hypothesis tests, regression, Pareto, Six Sigma, DOE, FMEA, SPC and quality cost analysis. Use when an inspec
