pem725

Turn a single strange, extreme, or counterintuitive sports statistic into a publication-ready newsletter. Use this skill any time a user notices an odd number in any sport — a pitcher's 67.5 ERA, a batter's .667 average through 5 AB, a QB's perfect passer rating — and wants to understand WHAT it means, WHY it happened mathematically, WHO else has been here before, and HOW LONG recovery will take. Drives an end-to-end workflow: statistical diagnosis, historical search, Bayesian modeling, schedule-mapped projections, broadsheet HTML newsletter. Also handles daily publishing from queue to GitHub Pages, Sunday Edition recaps with fresh data and model reruns, and cross-reference checks. Trigger on "strange stat", "crazy number", "what does this mean", "publish the next issue", or any stat with a small denominator.

Translates Claude concepts and terminology to ChatGPT, Gemini, and Microsoft Copilot (consumer, Microsoft 365, and GitHub variants) equivalents. Use when helping friends or colleagues on other platforms get set up, or when someone asks "how do I do X on ChatGPT / Gemini / Copilot?"

Critically analyze the output and provide some depth of analysis.

Transform a folder of financial documents (bank statements, credit card exports, checking/savings JSON dumps) into a privacy-preserving consolidated CSV plus a beautiful interactive HTML financial report. Handles PDF, XLSX, JSON, and CSV sources. Strips all personally identifiable information except first names. Categorizes every transaction into 3 levels (source → merchant → category), flags tax-relevant items, and surfaces insights about spending patterns, subscriptions, savings optimization, and tax deductibility. Use when a user drops a folder of statements and says "help me understand our finances", "prepare for tax season", "analyze our spending", or "make sense of all these statements".

Generate educational crossword puzzles by extracting vocabulary from source files. Use when users want to create crossword puzzles from lecture notes, textbook content, documentation, or code files. Triggers on requests like "create a crossword from this file", "make a vocabulary puzzle from my notes", or "generate a crossword for my students". Designed for college-level students with moderate verbal fluency (SAT-level, not GRE).

Enforces a phased approach to task execution - clarifying questions, proposing approach, reviewing alignment, and presenting a final plan before acting. Prevents premature execution and ensures alignment with user goals.