research-idea-workshop
alonegg/skills
Use ONLY when the user explicitly invokes this skill (e.g. /research-idea-workshop) or asks by name to pressure-test, evaluate, sharpen, transform, incubate, or rescue a research idea. Provides adversarial evaluation with discrete verdicts (KILL/INCUBATE/REVISE/EXECUTE) and generative incubation via transformation moves and exploration tasks. Two evaluation modes — self (own idea) and advisor (someone else's idea you are advising on). Refuses continuous scores, soft validation, and proactive triggering.
ml-analysis
alonegg/skills
End-to-end machine learning and deep learning analysis skill. Automatically detects data types, selects appropriate models, executes analysis, and delivers results. Use this skill whenever the user wants to: (1) Analyze data with ML/DL methods — classification, regression, clustering, anomaly detection, NLP, computer vision, time series, (2) Build or train models on their data, (3) Perform exploratory data analysis (EDA) with statistical rigor, (4) Use AutoML to find the best model, (5) Set up ML pipelines or MLOps workflows, (6) Evaluate, explain, or audit model performance, (7) Process or engineer features from raw data. Trigger on keywords like: predict, classify, cluster, train, model, regression, neural network, deep learning, feature engineering, hyperparameter, cross-validation, SHAP, EDA, anomaly detection, time series forecast, image classification, text classification, NLP, AutoML, deploy model, ML pipeline.
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
