Skills for your AI
Converts raw PyTorch training loops into PyTorch Lightning modules and configures the Trainer for distributed strategies, callbacks, scheduling, and debugging. Use when the user shares a PyTorch training loop to refactor, asks how to train on multiple GPUs, no
Adapts existing PyTorch, TensorFlow, and HuggingFace training scripts to run distributed on Ray Train across multiple GPUs or nodes, including hyperparameter tuning, checkpointing, and cluster status checks. Use when the user wants to scale training to multi-G
Guides diversification strategy work — market and competitive analysis, strategic assessment, resource and opportunity identification, partnerships, M&A, brand and technology diversification, market penetration, implementation planning, performance monitoring,
Turns an organization's diversity and inclusion data into metrics, benchmarks, reports, pay equity and retention analyses, and program recommendations. Use when the user needs survey design, diversity data analysis, industry benchmarking, DEI reporting, pay di
Analyzes diversity data, benchmarks metrics, evaluates programs, and drafts inclusive HR content such as job descriptions, training modules, policies, and communications. Use when a recruitment coordinator needs diversity breakdowns, bias checks on language, p
Drafts and evaluates diversity and inclusion initiatives—surveys, training, policies, events, data reports, communications, ERG frameworks, recruitment and benefits plans—for HR specialists. Use when planning, reviewing, or measuring D&I programs.
Plans and drafts diversity and inclusion programs including training, ERG support, inclusive recruitment, policy review, metrics reporting, supplier partnerships, leadership and mentorship programs, accessibility initiatives, and feedback surveys. Use when the
Turns survey data, policies, recruitment materials and research into D&I insights, training, ERG, policy, event, metrics, leadership and supplier diversity outputs. Use when asked to analyze diversity surveys, draft inclusive policies or training, plan diversi
Designs, runs, and evaluates inclusive workplace diversity training programs, from needs assessment through materials, facilitation, and post-training support. Use when planning diversity training, building modules or case studies, facilitating sessions, or me
Builds and modernizes Django 4+ applications with DRF APIs, async views, ORM optimization, security hardening, and admin customization. Use when planning Django architecture, fixing slow queries, building REST APIs, upgrading legacy Django apps, hardening secu
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
Reads, creates, edits, and visually validates .docx documents with python-docx and rendered page images. Use when the user asks to read or review a Word file, create a new .docx, edit an existing one, check layout or pagination, or do a final client-readiness
Drafts one friendly level-1 document-request email for a tax client from a client brief and practice profile, with guard notes and review notice. Use when the user provides a brief and profile and asks for a document request email, when inputs are missing, or
This skill enables advanced document parsing using docling - IBM's state-of-the-art document understanding library. Parse complex PDFs, Word documents, and images while preserving structure, extracting tables, figures, and handling multi-column layouts.
Chain document operations into reusable pipelines
Docker and container development agent skill and plugin for Dockerfile optimization, docker-compose orchestration, multi-stage builds, and container security hardening. Use when: user wants to optimize a Dockerfile, create or improve docker-compose configurati
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
Converts user-attached documents (Word, presentations, spreadsheets, OpenDocument, RTF, EPUB, CSV, text-based PDF) to Markdown using a local converter. Use when a user attaches a document and asks for its content in Markdown, or when a conversion fails and nee
Organizes, secures, and retrieves office documents through filing, scanning, tagging, version control, retrieval, security, archiving, sharing, and disposal. Use when a receptionist needs to sort or tag documents, digitize paper files, set naming or version ru
Prepares, formats, edits, and organizes business documents such as reports, presentations, templates, forms, manuals, newsletters, and correspondence. Use when the user needs document layout, proofreading, template creation, format conversion, tables and chart
Analyzes document layouts, reading order, hierarchy, templates, and semantic roles to produce structural maps before OCR. Use when a user supplies a document image or file and asks for layout segmentation, reading order, hierarchy mapping, template classificat
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
