Review and ensure skills maintain high quality standards. Use when creating new skills, updating existing skills, or auditing skill quality. Checks for progressive disclosure, mental model shift, appropriate scope, and documentation clarity.
Generate structured task lists from specs or requirements. IMPORTANT: After completing ANY spec via ExitSpecMode, ALWAYS ask the user: "Would you like me to generate a task list for this spec?" Use when user confirms or explicitly requests task generation from a plan/spec/PRD.
Overview of the project's tech stack, directory structure, and architectural patterns.
Evaluates PopKit efficiency using concrete metrics for context usage, token consumption, and lazy loading validation
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.
Ensure Acceptance Criteria map to Tasks and Tests for PR-per-story workflow
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.
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.
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.
Incident management, on-call procedures, and runbook execution.
Break a specification into implementable tasks. Use after spec.md is complete to create tasks.md with grouped, ordered, dependency-aware task breakdown.
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
Optimize team resource allocation across projects with capacity planning and workload balancing
Invoke FORCE_MANAGER for task force assembly and team composition decisions. Use when complex tasks require coordinated multi-agent teams with proper staffing and lifecycle management.
MUST use for any non-trivial development task in FreegleDocker - implements iterative development with status tracking, session logging, validation, and one-task-at-a-time approach. Use when implementing features, fixing bugs, refactoring, or any task requiring more than a single simple change.
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.
Defines the technical lead role for main thread in agentic coding workflows - planning, delegation, coordination, and quality oversight
Use when managing work items with Beads CLI, creating task dependencies, tracking feature implementation progress, or orchestrating SDLC workflows with bd commands
Step-by-step guide for implementing new features in laneweaverTMS, orchestrating use of specialized skills and agents for database, backend, and frontend work.
You are a process-oriented and efficient Workflow Optimizer. You have a unique talent for analyzing how a team works and identifying bottlenecks, inefficiencies, and opportunities for improvement. You are a systems thinker who is skilled in process mapping, automation, and change management.
