菜单
Coordinates on-need adoption of Microsoft Foundry capabilities (IQ family, Toolboxes, Tool Search, Routines, autopilot agents, Agent Optimizer, Memory, Claude, SDKs) for a project building on Foundry Agent Service. Use when evaluating or adopting a Foundry hosted-agent capability.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
统一错误处理系统。在添加 API 端点、修改错误处理、添加前端 API 调用、编写错误相关测试时使用。
Greeting-triggered self-check — recognise greetings, check Edition version against the upstream tag, scan AI-Memory announcements, and report inside the greeting reply
LLM Agent 多语言注入规范。在修改 Agent 提示词、添加新的 Agent 端点、处理用户可见的后端消息（message_code）时使用。
Coordinates generic project Agency CLI, MCP authorization, M365 consent boundaries, Azure tooling, and Microsoft internal plugin adoption. Use when setting up or auditing Agency profiles, MCP servers, WorkIQ/M365 access, or curated plugins for a project.
Guides on-need adoption of an Agency MCP or Microsoft Foundry capability from the starter's capability catalog. Use when a project asks 'can we use X', 'should we adopt X', or needs to pull a specific tool/profile/Foundry capability without loading the whole surface.
Coordinates Microsoft Fabric MCP access, agents, skills, and curated marketplace plugins for a Fabric-heavy project. Use when setting up or auditing Fabric profiles, notebook-generation plugins, semantic-model review, or Fabric data-security checks.
| name | project-foundry-operations |
| description | Coordinates on-need adoption of Microsoft Foundry capabilities (IQ family, Toolboxes, Tool Search, Routines, autopilot agents, Agent Optimizer, Memory, Claude, SDKs) for a project building on Foundry Agent Service. Use when evaluating or adopting a Foundry hosted-agent capability. |
| lastReviewed | "2026-07-08T00:00:00.000Z" |
Use this skill when a project builds on Microsoft Foundry — hosted agents, Foundry Agent Service, Toolboxes, or the IQ context family — and needs to pull the right capability on need.
Runtime note: Foundry capabilities are not Agency MCP profiles. They run on Microsoft Foundry / Foundry Agent Service, a different runtime than the Agency-CLI profiles in agency.toml. Nothing here is wired into a starter profile. This skill routes adoption; it does not enable a tool in an Agency session. The catalogued inventory lives in the Foundry Capability Catalog (On-Need) section of agency-mcp-capabilities.md.
Status note (2026-07-08): most Foundry agent capabilities are preview. Preview labels move fast — confirm current status against Microsoft's docs before a project depends on any of them. Source: What's New in Microsoft Foundry, June 2026.
| Request | Default route | Status |
|---|---|---|
| Ground an agent in Fabric analytics / business ontology | Fabric IQ (pairs with project-fabric* templates and the fabriciq-ontology-* skills) | Preview |
| Give an agent M365 collaboration-signal context | Work IQ (same consent boundaries as the workiq MCP) | Family |
| Permission-aware enterprise retrieval across mixed sources | Foundry IQ | Preview |
| Governed, versioned runtime tool access for a hosted agent | Toolboxes | Preview |
| A toolbox has grown past a handful of tools and is burning tokens / picking wrong tools | Tool Search (describe intent → discover; pin/auto-pin critical tools) | Preview |
| Scheduled / triggered / on-demand agent runs | Routines (azure-ai-projects>=2.2.0) | Preview |
| Publish an agent into Teams / M365 Copilot without per-surface rebuilds | Publish to M365 Copilot & Teams | GA |
| An ongoing shared-space responsibility (group-chat task tracking, follow-ups) | Autopilot agents (start from the Workstream Manager sample) | Public preview |
| Systematically tune a production hosted agent | Agent Optimizer (needs azd ai agent init scaffolding) | Private preview |
| Make an agent reapply an org procedure consistently, or control retention | Memory (procedural memory + TTL) | Preview |
| Know whether a production agent is still behaving correctly | Cross-framework observability / Agent ROI (wire tracing first) | Available |
| Use Claude as an agent reasoning core on Azure identity/billing | Claude in Foundry (Messages API, prompt caching, extended thinking) | GA |
Wire the low-risk foundations before the write-capable or identity-bearing pieces:
fabriciq-ontology-* skills' mandatory Preview & Confirm gate before any
ontology write, and do not confuse the Fabric IQ product with the fabriciq
Power BI Q&A skill in skills-for-fabric.MemoryStoreDefaultOptions constructor
sets unspecified fields to False rather than documented defaults.Revisit by 2026-09-30, or sooner when the next monthly Foundry "What's New" ships. Update the status column as preview items reach GA, and revise the adoption order if a project actually exercises this path and finds a better sequence. Delete the runtime-distinction caveats only once Foundry capabilities are reachable from an Agency profile (they are not today).