Skills for your AI
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
Detects drift between documentation and code, verifies walkthroughs end-to-end, and rewrites only what is wrong. Use when docs may be outdated, a getting-started guide needs testing, or fixes need prioritizing.
Searches auto-generated codebase documentation for function signatures, API docs, class definitions, and code comments, and manages the documentation index. Use when the user asks to search docs, look up a function or API, find docs by type, get a full documen
Digitizes, extracts, organizes, validates, converts, summarizes, translates, redacts, and compares documents for accurate digital archives. Use when the user needs to scan or OCR documents, extract fields into spreadsheets, build file indexes and tags, clean a
Drafts, updates, and compiles technical support documentation and reports such as knowledge base articles, troubleshooting guides, configuration docs, incident and system reports, release notes, training materials, and reporting templates. Use when the user as
Designs, automates, and maintains documentation systems that stay synchronized with code, covering audits, information architecture, API doc generation, testing, versioning, tutorials, search, and contribution workflows. Use when auditing docs, restructuring a
Creates, improves, and maintains project documentation from code, specs, and comments using the Diátaxis framework. Use when classifying a doc request, drafting or updating README/guides/reference docs, generating API endpoint docs, reviewing existing docs, ge
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
Plans, schedules, and optimizes editorial calendars for PR and communications editors, covering content planning, deadlines, gap analysis, SEO, trends, collaboration, platform scheduling, and performance review. Use when the user asks for a content calendar, d
Plans editorial calendars from topic research through scheduling, distribution, repurposing and performance tracking. Use when a content marketing manager needs content topics, format picks, a publishing calendar, keyword targets, competitor gap analysis, dist
Builds editorial e-ink magazine decks as a single self-contained HTML file from user content, using 10 fixed layouts and 5 fixed palettes. Use when the user provides text, data, or a topic and asks for a deck, presentation, or magazine-style slides.
Verifies sources, quotes, statistics, dates, historical and scientific claims, bias, and originality in editorial content before publication. Use when an editor needs a source credibility verdict, a cross-source comparison, a statistic or quote check, a misinf
Composes a single-file HTML editorial sketchnote that turns a concept into a six-station magazine-style visual narrative. Use when the user gives a concept and domain and wants a sketchnote, visual narrative, or magazine-style HTML layout.
Analyzes social media, news, search, and industry data to identify trending topics, keywords, audience insights, competitor strategies, and content gaps. Use when planning editorial content, researching keywords, forecasting trends, or analyzing content perfor
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
