Audit top-level documentation (README, SPEC, PRODUCT) against recent git history to find drift — shipped features missing from docs or features listed as upcomi
Open a PR on the active instance's lab repo (microsoft/mcs-labs by default) that adds a NEW lab built by mcs-lab-builder. Stages the assembled labs/<slug/README
This skill should be used when the user asks about Azure capacity management, quota operations, or capacity planning for SaaS ISVs running workloads in their ow
Interact with the Paperclip control plane API to manage tasks, coordinate with other agents, and follow company governance. Use when you need to check assignmen
Canonical add flow for Microsoft Managed Apps. Use when adding any connector through ms app add connector (with --as table or --as action), or when the user wan
Domain patterns for edge computing and offline-first systems — sync protocols, conflict resolution under partition, local-first architecture, constrained resour
Create new agents in Paperclip with governance-aware hiring. Use when you need to inspect adapter configuration options, compare existing agent configs, draft a
Use when the /systems-design mode is active. 9-phase structured design methodology -- problem framing, system classification, constraints, candidate architectur
Apply Fabric design tokens, spacing, typography, and Segoe UI font conventions when adjusting layout or chrome of the Org App template. Use when the user asks t
Domain patterns for workflow orchestration systems — long-running processes, state machines, saga coordination, human-in-the-loop gates, retry and timeout hiera
어제(전일) Microsoft, AWS, Google, Anthropic의 AI 관련 최신 뉴스를 수집·정리하여 한국어 리포트로 작성하고, Word 문서와 PowerPoint 슬라이드로 만들어 사용자에게 이메일로 발송한다. 원문 제목은 영어로 병기한다. Use when user asks
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts,
Coordinate a full Paperclip release across engineering verification, npm, GitHub, smoke testing, and announcement follow-up. Use when leadership asks to ship a
Opens a Microsoft App in the browser via ms app play. Use when opening the live deployed version or a cloud-hosted preview (main branch or specific commit SHA)
Write the Discord release announcement for a stable Paperclip release. Companion to release-changelog — that skill produces the file at releases/vYYYY.MDD.P.md;
Object-oriented design principles as a lens for system architecture — SOLID, composition over inheritance, the actor model, design patterns (and when they're wr
Adds Microsoft Copilot Studio by delegating to /add-connector with api-id=microsoftcopilotstudio and action mode. Use when integrating Copilot Studio agents.
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's compreh
Adds Azure DevOps by delegating to /add-connector with api-id=sharedvisualstudioteamservices and action mode. Use when adding Azure DevOps integration.