One search for your own team's files and the public ecosystem. See how real projects write their agent instructions, and bring the good ideas home.
Microsoftllms.txtmicrosoft/ai-agents-for-beginners/15-browser-use/llms.txt
# Check Balance Source: https://docs.browser-use.com/api-reference/accounts/check-balance https://api.browser-use.com/api/v1/openapi.json get /balance Returns the user
MicrosoftAGENTS.mdmicrosoft/ai-agents-for-beginners/AGENTS.md
based on your goals: - **All lessons**: Microsoft Agent Framework (MAF) with `FoundryChatClient` - **Agents register server-side** in Microsoft Foundry Agent Service V2 and are visible in the Foundry portal ### Getting
MicrosoftSkillmicrosoft/ai-agents-for-beginners/.agents/skills/deploying-scalable-agents/SKILL.md
Take a working agent prototype to a scalable, observable production deployment on Microsoft Foundry. Covers deployment patterns (client-hosted, hosted agents, agent workflows), the agent lifecycle, model routing, response caching, evaluation gates, human-in-the-loop approval, observability with OpenTelemetry, cost optimisation, and smoke-testing deployed agents with the AI Smoke Test action. Based on Lesson 16 of AI Agents for Beginners. USE FOR: deploy an agent to production, scale an agent, Microsoft Foundry hosted agent, Foundry Agent Service, model routing, response caching, evaluation gate, release gate, human approval workflow, agent observability, agent tracing, agent cost optimisation, smoke test a hosted agent, production customer support agent. DO NOT USE FOR: building your first agent (start with Lesson 01), running agents locally on-device (use local-ai-agents / Lesson 17), Azure infrastructure provisioning unrelated to agents, non-Foundry deployment targets.
MicrosoftSkillmicrosoft/ai-agents-for-beginners/.agents/skills/microsoft-docs/SKILL.md
Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 and Aspire MCP for content that lives outside learn.microsoft.com.
MicrosoftSkillmicrosoft/ai-agents-for-beginners/.agents/skills/testing-course-samples/SKILL.md
Use when asked to validate, test, smoke-test, or run the course's notebook and code samples against a live Microsoft Foundry / Azure OpenAI configuration. Covers environment setup (.env, az login, packages), the scripts/validate-notebooks.ps1 runner, interpreting PASS/FAIL results, and which lessons need extra resources (Azure AI Search, GitHub MCP, Foundry Local, Playwright).
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/ar/.agents/skills/microsoft-docs/SKILL.md
استعلام عن الوثائق الرسمية لشركة Microsoft للعثور على المفاهيم والدروس
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/bg/.agents/skills/microsoft-docs/SKILL.md
Запитвайте официалната документация на Microsoft, за да намерите концепции,
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/bn/.agents/skills/microsoft-docs/SKILL.md
নিচের ক্যাটাগরিগুলো learn.microsoft.com-এর **বাইরে** অবস্থিত। পরিবর্তে নির্দিষ্ট টুলটি ব্যবহার করুন। ### .NET Aspire — Aspire MCP Server ব্যবহার করুন (প্রস্তাবিত) অথবা Context7 Aspire ডকুমেন্টেশন **aspire.dev**-এ থাকে, Learn-এ নয়। সর্বোত্তম
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/cs/.agents/skills/deploying-scalable-agents/SKILL.md
přiřaďte každému hostovanému agentovi spravovanou identitu s nejmenšími právy. - **MCP v produkci**: považujte každý MCP server za nedůvěryhodnou hranici — připněte verzi, omezte jeho identitu, ověřujte výstupy, omezujte rychlost, nikdy nezveřejňujte
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/cs/.agents/skills/local-ai-agents/SKILL.md
voláním funkcí** k spolehlivému lokálnímu volání nástrojů. - Přidat **lokální RAG** (Chroma) nebo **lokální MCP server**. - Navrhnout **hybridní** strategii směrování mezi lokálním a cloudovým modelem. ## Základní mentální model SLM vyměňuje rozsah
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/cs/.agents/skills/microsoft-docs/SKILL.md
Prohledávejte oficiální dokumentaci Microsoftu, abyste našli koncepty,
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/cs/.agents/skills/testing-course-samples/SKILL.md
Search (`AZURE_SEARCH_SERVICE_ENDPOINT`, klíč) — má zálohu v paměti | | 11 MCP / GitHub | GitHub MCP server + PAT | | 13 paměť (cognee) | `cognee` nakonfigurovaný s poskytovatelem modelu | | 15 browser-use | Nainstalované prohlížeče
MicrosoftAGENTS.mdmicrosoft/ai-agents-for-beginners/translations/da/AGENTS.md
baseret på dine mål: - **Alle lektioner**: Microsoft Agent Framework (MAF) med `FoundryChatClient` - **Agenter registreres server-side** i Microsoft Foundry Agent Service V2 og er synlige i Foundry-portalen ### Få hjælp
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/da/.agents/skills/deploying-scalable-agents/SKILL.md
hver hostet agent en administreret identitet med mindst privilegium. - **MCP i produktion**: behandl hver MCP-server som en ikke-pålidelig grænse — fastlås version, afgræns identitet, valider output, rate-limiting, udsæt
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/da/.agents/skills/microsoft-docs/SKILL.md
Søg i den officielle Microsoft-dokumentation for at finde koncepter,
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/da/.agents/skills/testing-course-samples/SKILL.md
SEARCH_SERVICE_ENDPOINT`, nøgle) — har en fallback vej i hukommelsen | | 11 MCP / GitHub | GitHub MCP server + PAT | | 13 memory (cognee) | `cognee` konfigureret med en modeludbyder | | 15 browser-use | Playwright browsere
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/de/.agents/skills/deploying-scalable-agents/SKILL.md
gehosteten Agenten eine Managed Identity mit minimalen Rechten. - **MCP in Produktion**: Behandeln Sie jeden MCP-Server als unvertrauenswürdige Grenze — fixieren Sie die Version, begrenzen Sie die Identität, validieren Sie Ausgaben
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/de/.agents/skills/local-ai-agents/SKILL.md
verwenden möchte, um zuverlässige lokale Werkzeugaufrufe zu steuern. - **Lokales RAG** (Chroma) oder einen **lokalen MCP-Server** hinzufügen möchte. - Eine **hybride** lokale/Cloud-Routing-Strategie entwerfen möchte. ## Kern-Mentalmodell Ein SLM tauscht Breite gegen
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/de/.agents/skills/microsoft-docs/SKILL.md
Abfrage der offiziellen Microsoft-Dokumentation, um Konzepte, Tutorials
MicrosoftSkillmicrosoft/ai-agents-for-beginners/translations/de/.agents/skills/testing-course-samples/SKILL.md
AZURE_SEARCH_SERVICE_ENDPOINT`, Schlüssel) — hat einen In-Memory-Fallback | | 11 MCP / GitHub | GitHub MCP Server + PAT | | 13 memory (cognee) | `cognee` konfiguriert mit einem Modellanbieter | | 15 browser-use | Playwright-Browser
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.
