Run a final code review on a pull request

Test authoring guidance

Model visible context

Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output should be a bitmap asset rather than repo-native code or vector. Do not use when the task is better handled by editing existing SVG/vector/code-native assets, extending an established icon or logo system, or building the visual directly in HTML/CSS/canvas.

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.

../../../plugin/skills/make-plan/SKILL.md

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

../../../plugin/skills/do/SKILL.md

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-ന്റെ ഔദ്യോഗിക ഡോക്യുമെന്റേഷൻ അന്വേഷിച്ച് Azure, .NET, Agent

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:

當使用者要求建立、搭建或編輯 Jupyter 筆記本（`.ipynb`）以進行實驗、探索或教學範例時使用；優先使用隨附的範本，並執行輔助腳本

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

ഉപയോക്താവ് പരീക്ഷണങ്ങൾ, അന്വേഷണങ്ങൾ, അല്ലെങ്കിൽ ട്യൂട്ടോറിയലുകൾക്കുള്ള

Użyj, gdy użytkownik prosi o utworzenie, przygotowanie szkieletu lub

在用户请求为实验、探索或教程创建、搭建或编辑 Jupyter 笔记本（`.ipynb`）时使用；优先使用捆绑的模板并运行辅助脚本 `new_notebook.py`

Použijte, když uživatel požádá o vytvoření, inicializaci nebo úpravu

ಬಳಕೆದಾರರು ಪ್ರಯೋಗಗಳು, ಅನ್ವೇಷಣೆಗಳು ಅಥವಾ ಟ್ಯುಟೋರಿಯಲ್‌ಗಳಿಗಾಗಿ Jupyter ನೋಟ್ಬುಕ್‌ಗಳು