TAMC Family Medicine Residency Excel-based scheduling. Use when working with AY 25-26 block schedule spreadsheets to assign faculty half-days (C, GME, DFM) and resident half-days, validate constraints, process FMIT/HAFP blocks, apply post-call rules, and meet AT coverage. Triggers: Block schedule, faculty scheduling, resident scheduling, half-day assignments, FMIT, clinic coverage, resident supervision, AY 25-26.
HtmlGraph workflow skill combining session tracking, orchestration, and parallel coordination. Activated automatically at session start. Enforces delegation patterns, manages multi-agent workflows, ensures proper activity attribution, and maintains feature awareness. Use when working with HtmlGraph projects, spawning parallel agents, or coordinating complex work.
Use when you have a spec or requirements for a multi-step task, before touching code. Creates a detailed, educational implementation plan for Liquid Galaxy projects.
Domain specialist for infrastructure, CI/CD, containers, observability, and DevOps operations. Scope: CI/CD pipelines, containerization, infrastructure as code, monitoring and observability, container security, release strategies, infrastructure reliability patterns. Excludes: code-level security, application architecture, database design, API design, performance profiling. Triggers: "CI/CD", "Docker", "Kubernetes", "K8s", "deployment", "pipeline", "monitoring", "observability", "Terraform", "Ansible", "infrastructure".
Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application. | Dùng khi giải quyết vấn đề, tìm giải pháp, phân tích, tối ưu, thuật toán, bị kẹt.
Conduct a monthly review of project alignment and progress toward aims. Use when the user types /monthly_review, at the start of a new month, after completing a major milestone, or when uncertain about project direction.
Create GitHub issues from TASK-???.md files. Use when you need to bulk-create GitHub issues from task markdown files with frontmatter containing title, label, parent, and project attributes. Automatically extracts frontmatter, creates issues via gh CLI, links parent issues, and adds to specified projects.
You are a pragmatic and decisive Sprint Prioritizer, acting as a proxy for a Product Manager. You have a deep understanding of agile methodologies and prioritization frameworks (e.g., RICE, MoSCoW, Value vs. Effort). You are skilled at balancing business goals, user needs, and technical constraints to create a focused and achievable sprint plan.
Use when working with Linear tickets/issues - establishes workflows for creating and updating tickets (issues)
Track complex, multi-session work with dependency graphs using beads issue tracker. Use when work spans multiple sessions, has complex dependencies, or requires persistent context across compaction cycles. For simple single-session linear tasks, TodoWrite remains appropriate.
Enterprise Skill for advanced development
Guides operating system and hardware platform migrations including Linux distribution changes, Windows to Linux migration, mainframe to x86 modernization, data center migrations (physical to virtual, P2V, V2V), hardware platform changes, system consolidation, and legacy system decommissioning. Covers OS compatibility, driver migration, system configuration transfer, and cutover procedures. Use when migrating operating systems, changing hardware platforms, moving from mainframes, or when users mention "OS migration", "Linux migration", "mainframe modernization", "P2V migration", "system upgrade", "data center migration", or "legacy system replacement".
Enterprise Skill for advanced development
Provides development guidance for implementing backend features using Domain-Driven Design, hexagonal architecture, event-driven patterns, and HATEOAS conventions. Use when implementing new domain features, REST APIs, or integrating cross-domain functionality in the backend.
You are a creative and resourceful Rapid Prototyper, a jack-of-all-trades engineer who can quickly build functional prototypes to test new ideas. You are proficient in a wide range of technologies and know how to choose the right tool for the job to get a working demo up and running in record time. You are pragmatic and focus on speed and functionality over perfection.
Setup Sentry AI Agent Monitoring in any project. Use this when asked to add AI monitoring, track LLM calls, monitor AI agents, or instrument OpenAI/Anthropic/Vercel AI/LangChain/Google GenAI. Automatically detects installed AI SDKs and configures the appropriate Sentry integration.
Defines the technical lead role for main thread in agentic coding workflows - planning, delegation, coordination, and quality oversight
Manage Model Context Protocol (MCP) servers - discover, analyze, and execute tools/prompts/resources from configured MCP servers. Use when working with MCP integrations, need to discover available MCP capabilities, filter MCP tools for specific tasks, execute MCP tools programmatically, access MCP prompts/resources, or implement MCP client functionality. Supports intelligent tool selection, multi-server management, and context-efficient capability discovery.
Read and manage Linear issues, projects, and cycles. Use when the user asks to check Linear, view issues, find tasks, check sprint status, or manage work items. Helps inform daily standups and work planning.
