Update the title and body of one or more pull requests.

Change size guidance (800 lines)

Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations, help choosing the latest model for a use case, or model upgrade and prompt-upgrade guidance; prioritize OpenAI docs MCP tools, use bundled references only as helper context, and restrict any fallback browsing to official OpenAI domains.

Breaking changes

Guide for testing Codex TUI interactively

How to run tests using remote executor.

Bootstrap a new realtime eval folder inside this cookbook repo by choosing the right harness from examples/evals/realtime_evals, scaffolding prompt/tools/data files, generating a useful README, and validating it with smoke, full eval, and test runs. Use when a user wants to start a new crawl, walk, or run realtime eval in this repository.

This guide walks through setting up the claude-mem plugin on an OpenClaw gateway. By the end, your agents will have persistent memory across sessions via system prompt context injection, and optionall

Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.

Build and query AI-powered knowledge bases from claude-mem observations.

Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — especially before executing with do.

Search past work across all sessions. Simple workflow: search -> filter -> fetch.

Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, find functions, or explore a codebase efficiently.

Generate a comprehensive narrative analysis of a project's entire development history using claude-mem's persistent memory timeline.

Automated semantic versioning and release workflow for Claude Code plugins. Handles version increments across package.json, marketplace.json, plugin.json manifests, npm publishing (so `npx claude-mem@X.Y.Z` resolves), build verification, git tagging, GitHub releases, and changelog generation.

Microsoft প্রযুক্তি ইকোসিস্টেমের জন্য গবেষণা দক্ষতা। Covers learn.microsoft.com and documentation that lives outside it (VS Code, GitHub, Aspire, Agent Framework repos).

Tumia wakati mtumiaji anapoomba kuunda, kupanga muundo (scaffold), au

Crie notebooks Jupyter limpos e reprodutíveis para dois modos principais:

Usado quando o utilizador pede para criar, estruturar ou editar Jupyter

Query official Microsoft documentation to find concepts, tutorials, and

Kysy virallista Microsoftin dokumentaatiota löytääksesi käsitteitä, opetusohjelmia

ಅಧಿಕೃತ Microsoft ಡಾಕ್ಯುಮೆಂಟೇಶನ್ ಅನ್ನು ಪ್ರಶ್ನೆ ಮಾಡಿ Azure, .NET, Agent

Azure, .NET, Agent Framework, Aspire, VS Code, GitHub နှင့် အခြားများအပါအဝင်

공식 Microsoft 문서를 조회하여 Azure, .NET, Agent Framework, Aspire, VS Code,

उपयोग तब करें जब उपयोगकर्ता प्रयोगों, खोजों, या ट्यूटोरियल्स के लिए Jupyter

Sử dụng khi người dùng yêu cầu tạo, dựng khung (scaffold), hoặc chỉnh

ค้นหาเอกสารอย่างเป็นทางการของ Microsoft เพื่อค้นหาแนวคิด บทแนะนำ และตัวอย่างโค้ดสำหรับ

Käytetään, kun käyttäjä pyytää luomaan, alustamaan tai muokkaamaan Jupyter-muistikirjoja

Запрашивайте официальную документацию Microsoft, чтобы находить концепции,

پرس‌وجو در مستندات رسمی مایکروسافت برای یافتن مفاهیم، آموزش‌ها و مثال‌های

Претражите званичну Microsoft документацију да бисте пронашли концепте,

Используйте, когда пользователь просит создать, сгенерировать каркас

Consulta la documentación oficial de Microsoft para encontrar conceptos,

Запитвайте официалната документация на Microsoft, за да намерите концепции,

Interoghează documentația oficială Microsoft pentru a găsi concepte,

பயனர் பரிசோதனைகள், ஆராய்ச்சிகள் அல்லது பயிற்சிகளுக்காக Jupyter நோட்புக்க்களை

वापरा जेव्हा वापरकर्ता प्रयोग, अन्वेषण किंवा ट्यूटोरियलसाठी Jupyter नोटबुक्स

Użyj, gdy użytkownik prosi o utworzenie, przygotowanie szkieletu lub

Použijte, když uživatel požádá o vytvoření, inicializaci nebo úpravu

ಬಳಕೆದಾರರು ಪ್ರಯೋಗಗಳು, ಅನ್ವೇಷಣೆಗಳು ಅಥವಾ ಟ್ಯುಟೋರಿಯಲ್‌ಗಳಿಗಾಗಿ Jupyter ನೋಟ್ಬುಕ್‌ಗಳು

ใช้เมื่อผู้ใช้ร้องขอให้สร้าง จัดโครงร่าง หรือแก้ไข Jupyter notebooks

Αναζητήστε επίσημη τεκμηρίωση της Microsoft για να βρείτε έννοιες, σεμινάρια

ស្វែងរកឯកសារផ្លូវការរបស់ Microsoft ដើម្បីរកមើល គំនិត មេរៀន និងឧទាហរណ៍កូដ

Przeszukaj oficjalną dokumentację Microsoft, aby znaleźć koncepcje, samouczki

Küsib ametlikku Microsofti dokumentatsiooni, et leida mõisteid, juhendeid

Fråga den officiella Microsoft-dokumentationen för att hitta koncept,

Bruk når brukeren ber om å opprette, sette opp eller redigere Jupyter-notatbøker

استعمال کریں جب صارف تجربات، تحقیق، یا ٹیوٹوریلز کے لیے جیوپیٹر نوٹ بکس

Verwenden Sie, wenn der Benutzer darum bittet, Jupyter-Notebooks (`.ipynb`)

زمانی استفاده شود که کاربر درخواست ایجاد، ساختاردهی یا ویرایش دفترچه‌های