Deep Learning

Understand vault organization, weekly writing pipeline (Mon-Sun stages), file conventions, and Make commands. Use when working with vault files, daily notes, blog posts, projects, or referencing vault structure and workflows.

Implement WBS (Work Breakdown Structure) and Gantt chart functionality. Use when working with task scheduling, date range calculations, drag-and-drop timeline interactions, or project planning features.

Comprehensive node reference documentation for all 110+ Kailash SDK nodes organized by category: AI, API, Code, Data, Database, File, Logic, Monitoring, Admin, Transaction, and Transform nodes. Use when asking about 'node reference', 'available nodes', 'node list', 'AI nodes', 'API nodes', 'code nodes', 'data nodes', 'database nodes', 'file nodes', 'logic nodes', 'monitoring nodes', 'transaction nodes', 'transform nodes', 'which nodes', 'node documentation', or 'node capabilities'.

Master deep learning architectures and neural networks.

Expertise senior/lead React developer 20 tahun dengan TanStack ecosystem (Query, Router, Table, Form, Start). Gunakan skill ini ketika: (1) Membuat aplikasi React dengan TanStack libraries, (2) Review/refactor kode React untuk clean code, (3) Debugging React/TanStack issues, (4) Setup project structure yang maintainable, (5) Optimasi performa React apps, (6) Memilih library yang tepat untuk use case tertentu, (7) Mencegah common bugs dan memory leaks, (8) Implementasi best practices KISS dan less is more. Trigger keywords: React, TanStack, React Query, TanStack Router, TanStack Table, TanStack Form, TanStack Start, Vinxi, clean code, refactor, performance, debugging.

Build NestJS backend following Orchestrator AI patterns. Module/Service/Controller structure, A2A protocol compliance, transport types, error handling. CRITICAL: Files follow kebab-case naming. Controllers handle HTTP, Services contain business logic, Modules organize dependencies.

Project Support Officer - Interface to the organization's project management system. Manages project list (project-list.csv), activity logs (project-activity-logs.csv), and project artifacts in org/projects/. Use when agents need to: create new projects, query project status, get active/all projects, record activity, save/get project artifacts, update project details, or close projects. All operations require caller identification (agent name/role). Only project managers can close projects. The PSO answers project-related questions and updates projects via scripts but does not perform non-project work.

Follow general development conventions for project structure, documentation, version control, and configuration management. Use this skill when organizing files and directories, maintaining README files, writing commit messages, managing environment variables, updating dependencies, establishing code review processes, or maintaining changelogs. Apply when setting up new projects, restructuring codebases, or ensuring development best practices.

Sales coaching CRM with call analysis, coaching effectiveness tracking, and ICP intelligence.Uses 3 Whys methodology (Why Buy Anything, Why Buy Us, Why Buy Now) to score calls and trackevidence from Organization, Champion, and Sponsor perspectives. Tracks coaching given,application attempts, and ROI. Builds ICP hypotheses from deal data. Use when: analyzingtranscripts, scoring calls, managing client/account/deal hierarchy, tracking coachingeffectiveness, generating ROI reports, analyzing ICP fit, or publishing documents.Commands: /analyze, /score, /publish, /sync, /status, /track-coaching, /roi, /icp-analyze.

Use when implementing, editing, or discussing any SyncFusion EJ2 React component (Grid, Gantt, Schedule, Kanban, Dialog, etc). Contains only officially verified best practices from SyncFusion documentation. For styling/layout/icons, also use syncfusion-styling skill. Theme-agnostic rules that work with Fluent2, Material, Bootstrap, etc.

Create professional diagrams using Mermaid or DOT/Graphviz. Mermaid for flowcharts, sequences, classes, ER, Gantt, architecture with semantic coloring and WCAG AA accessibility. DOT/Graphviz for pure network graphs, semantic webs, and maximum layout control.

**UNIVERSAL TRIGGER**: Use when user wants to GET/FETCH/RETRIEVE any data FROM Bugsnag.Common patterns:- "get/show/list/display [something] from bugsnag"- "получить/показать/вывести [что-то] из bugsnag"- "bugsnag [organizations/projects/errors/details/events/comments/stats]"- "what [data] in bugsnag", "check bugsnag [resource]"Specific data types supported:📊 **Organizations & Projects**:- "list bugsnag organizations/orgs", "show organizations"- "list bugsnag projects", "available projects", "проекты bugsnag"🐛 **Errors (viewing)**:- "show/list bugsnag errors", "что в bugsnag", "check bugsnag"- "open errors", "error list", "ошибки bugsnag", "открытые ошибки"- "errors with severity error/warning", "filter bugsnag errors"🔍 **Error Details**:- "bugsnag details for <id>", "error details", "детали ошибки"- "show stack trace", "error context", "what happened in error"- "events for error", "error timeline", "события ошибки"💬 **Comments**:- "show comments for error", "error comments", "коммента

ARIMA, LSTM, Prophet, and forecasting techniques for temporal data.

Oxford Nanopore basecalling with Dorado on University of Michigan HPC clusters (ARMIS2 and Great Lakes). Use when running dorado basecalling, generating SLURM jobs for basecalling, benchmarking models, optimizing GPU resources, or processing POD5 data. Captures model paths, GPU allocations, and job metadata. Integrates with ont-experiments for provenance tracking. Supports fast/hac/sup models, methylation calling, and automatic resource calculation.

CEO-level strategic intelligence consolidating 15+ data sources for M&A evaluation, board reporting, and real-time operational visibility across multi-acquisition organization

LLM architecture, tokenization, transformers, and inference optimization. Use for understanding and working with language models.

Follow project-wide development conventions including project structure, documentation standards, version control practices, environment configuration, and dependency management. Use this skill when organizing files and directories, writing README documentation, creating commit messages, managing environment variables, updating dependencies, or establishing code review processes. Apply this skill when ensuring consistent project structure (src/, components/, utils/, tests/), maintaining up-to-date documentation, using clear commit messages and feature branches, properly configuring environment variables without committing secrets, keeping dependencies minimal and documented, and implementing feature flags for incomplete work. This skill ensures the entire team follows predictable patterns for project organization, maintains comprehensive documentation for setup and architecture, practices good version control hygiene, manages configuration securely, and establishes clear workflows for testing and code review.

Comprehensive agent for preparing and generating all assets needed for Apple App Store submission. Use when user needs to prepare an iOS/iPadOS/macOS app for App Store release, including generating app metadata (descriptions, promotional text, keywords), creating app icons, designing screenshots, preparing privacy policy URLs, and organizing fastlane-compatible folder structures. Triggers on requests like "prepare my app for App Store", "create App Store screenshots", "generate app description", "make app icon", or "set up fastlane metadata".

Generates systematic z-index tokens for layering management. Use when organizing stacking contexts, modal/dropdown z-index, tooltip layers, or fixing z-index conflicts. Outputs CSS, Tailwind, or JSON.

Comprehensive GitHub Pull Request code review skill. Use when asked to "review this PR", "code review", "review pull request", "check this PR", or when a GitHub PR URL is provided. Fetches PR metadata, diff, comments, commits, and related issues using gh CLI. Creates organized review workspace, analyzes code against industry-standard criteria, and optionally adds inline comments to the PR.