Skills for your AI
Builds and refines training curricula, from research and learning objectives through materials, activities, assessment, and evaluation. Use when planning a new training program, updating an existing curriculum, defining learning objectives, designing course ou
Aligns, sequences, plans, differentiates, and assesses secondary school curriculum against educational standards. Use when a teacher needs standards alignment, scope and sequence, lesson or unit plans, resource lists, differentiation, assessment design or anal
Drafts, aligns, and differentiates curriculum materials for teachers, including lesson plans, standards alignment, resources, technology integration, and assessment analysis. Use when a teacher needs a lesson plan, standards alignment, resource recommendations
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 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
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
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,
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
Provides DeepSpeed distributed training guidance on ZeRO stages, mixed precision, pipeline parallelism, memory optimization, DeepNVMe I/O, 1-bit Adam, and sparse attention. Use when a user asks how to configure or tune DeepSpeed for a model, GPU setup, or trai
Provides expert guidance on PyTorch Fully Sharded Data Parallel training, covering configuration, sharding strategies, mixed precision, CPU offloading, FSDP2, join context manager, and backend selection. Use when a user asks about setting up, debugging, or opt
Guides users through building, deploying, and managing DNAnexus genomics pipelines with dxpy, covering app development, data operations, job execution, SDK usage, and dependency configuration. Use when the user asks to create a DNAnexus app or applet, upload o
Builds and tracks driver training programs for fleet safety and compliance, covering curriculum, materials, compliance tracking, performance evaluation, and specialized modules. Use when a fleet manager needs a training program designed, training materials dra
Creates and refines e-learning content, from research and scripts to storyboards, quizzes, interactive modules, and adaptive or multilingual plans. Use when a training coordinator needs research summaries, video or dialogue scripts, storyboards, assessments, g
Plans, builds, and improves e-learning programs, covering needs assessment, platform selection, curriculum design, assessments, multimedia, accessibility, blended learning, metrics, gamification, and personal learning plans. Use when a Training and Development
Researches, evaluates, and recommends EdTech tools for elementary classrooms, covering comparisons, cost, compatibility, privacy, training, curriculum alignment, accessibility, and gamification. Use when a teacher asks for tool recommendations, a tool evaluati
Builds standards-aligned eLearning curriculum maps with objectives, strategies, assessments, resources, activities, and time allocations. Use when planning a course, refining learning objectives, aligning objectives to standards, sequencing curriculum, or desi
Plans standards-aligned elementary lessons, objectives, resources, differentiation, assessments, sequencing, enrichment, and parent communication. Use when a teacher needs a lesson plan, standards alignment, resource recommendations, differentiation strategies
Turns a fun fact or topic into elementary classroom activities—facts, quizzes, worksheets, presentations, stories, art projects, writing prompts, research projects, bulletin boards, or a daily fact. Use when a teacher asks for any of these materials for elemen
Grades elementary student work, builds rubrics and grading scales, organizes gradebooks, and analyzes progress from teacher-provided materials. Use when a teacher shares student work, tests, answer keys, or grading data and needs evaluation, feedback, rubrics,
Supports elementary teachers with homework clarification, step-by-step problem solving, planning, resources, proofreading, brainstorming, research, study tips, accommodations, and feedback. Use when a teacher needs help with an assignment, student work, or hom
Generates, formats, reviews, and adapts elementary classroom quizzes and tests with answer keys, difficulty adjustments, timing estimates, and grading support. Use when a teacher needs new quiz questions, an answer key, easier or harder versions, categorized q
Organizes elementary classroom lessons, materials, assessments, and communication for teachers. Use when planning lessons or curriculum maps, creating worksheets or visual aids, designing assessments, differentiating instruction, recommending books or professi
