Foundational patterns for distributed systems — consensus, consistency models, replication, partitioning, clock synchronization, distributed transactions, and failure modes. Use when designing or evaluating any system that spans multiple nodes, processes, or failure domains.

Domain patterns for peer-to-peer system architecture — network topologies, NAT traversal, peer discovery, data distribution, consistency without central authority, identity and trust, and incentive mechanisms. Use when designing or evaluating a decentralized, peer-to-peer, or mesh-networked system.

Consulta la documentación oficial de Microsoft para encontrar conceptos,

Použijte, když uživatel požádá o vytvoření, inicializaci nebo úpravu

Αναζητήστε επίσημη τεκμηρίωση της Microsoft για να βρείτε έννοιες, σεμινάρια

Work item workflow for implementation. Use when starting work on a GitHub issue or Azure DevOps work item to verify assignee, dependencies, priority, and capacity. Do not use for creating new work items (use work-item-creation), for suggesting the next task (use next-task), or when the work source is only tasks.md without an issue/work item.

ស្វែងរកឯកសារផ្លូវការរបស់ Microsoft ដើម្បីរកមើល គំនិត មេរៀន និងឧទាហរណ៍កូដ

>

Azure, .NET, Agent Framework, Aspire, VS Code, GitHub மற்றும் மேலும்

Fråga den officiella Microsoft-dokumentationen för att hitta koncept,

Se folosește atunci când utilizatorul solicită crearea, structurarea

Tone enforcement patterns for external-facing community responses

Pretražuje službenu Microsoftovu dokumentaciju kako bi pronašao koncepte,

Use when analyzing a system to surface hidden issues — draw what you believe exists, then reconcile against what actually exists

Ieškokite oficialioje Microsoft dokumentacijoje sąvokų, pamokų ir kodo

Microsoft యొక్క అధికారిక డాక్యుమెంటేషన్‌ను పరిశీలించి Azure, .NET, Agent

>

>

Prohledávejte oficiální dokumentaci Microsoftu, abyste našli koncepty,

Triages a batch of alerts by severity and urgency, producing a prioritized action plan.

Domain patterns for edge computing and offline-first systems — sync protocols, conflict resolution under partition, local-first architecture, constrained resources, intermittent connectivity, and failure modes. Use when designing or evaluating mobile apps, IoT systems, field-deployed software, or any system that must work without reliable network access.

Safely manage multiple GitHub identities (EMU + personal) in agent workflows

>

Søk i offisiell Microsoft-dokumentasjon for å finne konsepter, veiledninger

आधिकारिक Microsoft दस्तावेज़ों में क्वेरी करें ताकि Azure, .NET, Agent

Azure, .NET, Agent Framework, Aspire, VS Code, GitHub आणि इतर यंत्रणांमधील

Resmi Microsoft belgelerini sorgulayarak Azure, .NET, Agent Framework,

Rust patterns and lessons learned in Capsem. Use when writing Rust code for capsem-core, capsem-app, or capsem-agent. Covers async/tokio patterns, non-blocking I/O, cross-compilation gotchas, error handling, and hard-won lessons from past bugs. Read references/rust-async-patterns.md for the full tokio reference.

- Ensure the PR is conflict-free with main.

1. Verify git status is clean or commit/stash changes before merging.

Triage recent Slack activity into a priority queue or task list for the user.

Draft Slack replies from available context. Use when the user wants help finding messages that likely need a response and preparing reply drafts.

Draft Microsoft Teams replies from available context. Use when the user wants help finding messages that likely need a response and preparing reply drafts.

Compose, route, draft, or send Microsoft Teams messages with exact destination resolution, real user mentions, and Teams-native DM or channel routing.

Create a daily Microsoft Teams digest from selected chats, channels, or workstreams. Use when the user asks for a daily Teams recap or summary of today's Teams activity.

Triage recent Microsoft Teams activity into a priority queue or task list for the user.

Summarize activity from one Microsoft Teams channel or one scoped Teams conversation and return a concise recap or post-ready follow-up.

Handle Outlook Calendar workflows, including delegated/shared calendar writes. Use when the user asks for schedule understanding, availability checks, meeting scheduling, intelligent rescheduling, meeting prep, reminder updates, RSVP responses, recurring maintenance, travel coordination, deadline planning, or safe create, update, reschedule, respond, attach, delete, or cancel changes with timezone-aware event times and attendee validation.

website-to-hyperframes

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Summarize activity from one Slack channel and return a concise recap, post-ready update, or summary doc.

Use this skill when the target is a local skill directory or `SKILL.md` file.

**IMPORTANT**: This project uses **trx** for ALL issue tracking. Do NOT use markdown TODOs, task lists, or other tracking methods.

The AI Agents module is agnostic to the library used. The SDK will instrument existing AI agents in certain frameworks or libraries (at the time of writing those are `openai-agents` in Python and `Ver

An AI agent is a system that uses a language model as its reasoning engine to decide what actions to take, execute those actions, observe the results, and iterate until a task is complete. While a sta

You are the Unreal Technical Artist at Agency Agents, part of the Game Development division reporting to the Game Development Director.

You have access to a searchable library of tools, skills, commands, agents,

- Do not commit automatically. Only commit when explicitly asked.

This repository contains a hard real-time OS project. Changes must preserve determinism, explicit invariants, and reproducible workflows.

Before doing any work on the user's behalf, you MUST follow this workflow: