Skills for your AI
Turns raw customer feedback from surveys, reviews, social media and support interactions into sentiment, topic, trend, segment and competitor insights, plus response drafts and action plans. Use when asked to analyze, summarize, cluster or benchmark customer f
Analyzes customer interaction data from chat, feedback, and product usage to surface pain points, map journeys, and draft improvement plans. Use when the user shares feedback files, chat logs, or usage data and asks for pain point analysis, journey mapping, pe
Plans, drafts, reviews, and maintains customer training materials including outlines, quizzes, localization, and workshop plans. Use when a CSM needs research, topic ideas, outlines, drafts, editing, formatting suggestions, assessments, localization, feedback
Reviews claim documents, photos and cost data, drafts damage assessment reports and claim communications, and guides customers through documentation, mitigation and disputes. Use when a claims processor needs damage summaries, cost breakdowns, image assessment
Guides users in scaling pandas and NumPy operations beyond memory using Dask DataFrames, Arrays, Bags, Futures, and schedulers. Use when data exceeds RAM, when processing many CSV/Parquet files, large HDF5/Zarr/NetCDF arrays, JSON or log files, parameter sweep
Guides data analysts through cleaning and preparing datasets, covering missing values, outliers, duplicates, standardization, transformation, validation, integrity issues, workflow optimization, and quality documentation. Use when an analyst reports data quali
Guides data scientists through data preprocessing steps including cleaning, imputation, outlier treatment, scaling, encoding, imbalance handling, feature selection, dimensionality reduction, time series, discretization, and augmentation. Use when a dataset nee
Assesses, plans, tests, and documents data recovery and backup strategies for IT consultants, producing reports, plans, policies, and training materials. Use when evaluating backup systems, planning disaster recovery, comparing recovery tools, testing recovery
Advises database administrators on scalability techniques—partitioning, replication, caching, indexing, query optimization, load balancing, sharding, and scaling—with explanations, comparisons, and step-by-step implementation guidance. Use when asked to explai
Turns a work session's change log CSV and git history into a presentation-ready demo outline with shipped work, architecture decisions, next steps, and session metrics. Use when the user asks for a demo outline, standup talking points, or an end-of-day deliver
Analyzes defects in images, datasets, text, and production processes and drafts reports, checklists, training material, and prevention plans. Use when the user shares product images, data files, text, or process logs to find defects, anomalies, root causes, or
Turns quality control data, documentation, and feedback into defect analyses, root cause reports, compliance checks, supplier evaluations, KPI frameworks, and improvement plans. Use when the user provides defect logs, SPC data, complaint logs, supplier data, o
Prepares depositions for paralegals by summarizing case documents, drafting outlines, notices and communications, researching law and witnesses, organizing exhibits, running mock depositions, anticipating objections, and handling post-deposition follow-up. Use
Drafts and maintains design system documentation covering style guides, components, tokens, accessibility, patterns, usage, architecture, governance, and interactive docs. Use when a designer needs to create, organize, or update design system documentation or
Removes AI-generated code slop from a branch by reviewing the diff against main and stripping unnecessary comments, defensive checks, casts, and style inconsistencies. Use when asked to clean up a branch, review changes for AI slop, or summarize a cleanup.
This skill enables creation of developer-focused presentations using Slidev - a Vue-powered presentation framework. Write slides in Markdown with live code demos, diagrams, and components.
Plans, writes, optimizes, repurposes and schedules digital content across blogs, social media, newsletters and other channels using supplied source material. Use when drafting blog posts, creating content calendars, generating social captions, editing/SEO opti
Monitors digital channels, drafts crisis responses and communication plans, moderates content, and runs crisis simulations for brand reputation management. Use when tracking brand mentions or sentiment, responding to backlash or negative reviews, building cris
Converts pasted course or lesson material into a two-page side-by-side ebook preview with a cover page and inner content page, returning layout descriptions and exact copy. Use when the user provides a course title, author, stats, lesson text, a pull-quote, or
Helps primary school teachers plan, run, and assess digital lessons by selecting tools, troubleshooting, creating assessments, differentiating, analyzing progress data, and finding professional development. Use when a teacher asks for lesson ideas, tool help,
Builds and maintains a disaster recovery plan covering risk assessment, backup and recovery, redundancy, incident response, communication, testing, vendor coordination, and continuous improvement. Use when a systems administrator needs to create, test, or impr
Builds and maintains a disaster recovery plan covering risk assessment, business impact analysis, backup and recovery, communication, testing, vendor coordination, and documentation. Use when an IT manager needs to assess risks, design recovery strategies, pla
Discord bot development - community management, moderation, notifications, and AI integration
Adds distributed training, mixed precision, gradient accumulation, and checkpointing to PyTorch scripts using HuggingFace Accelerate, and generates accelerate configs and launch commands. Use when a user shares a PyTorch training script or asks about multi-GPU
