Skill

foundry-agents

Name: foundry-agents
Author: Azure (Microsoft)

inspect and invoke Foundry prompt agents

Published by Azure (Microsoft) Updated Jul 12

Covers Azure Agents API Development

Description

Query and inspect Foundry prompt agents and invoke Foundry tools via the Responses API. OpenClaw is the orchestrator — Foundry provides managed AI services.

SKILL.md

Foundry Services — Agent Tools via Responses API

OpenClaw is the agent orchestrator. Foundry provides managed AI services that OpenClaw agents can use via the Responses API. You do NOT create Foundry agents — you call Foundry tools directly.

Endpoint

All requests: http://localhost:8443 with ?api-version=2025-11-15-preview. Auth is automatic.

Calling Foundry Tools via Responses API

Code Interpreter (run Python)

curl -s -X POST 'http://localhost:8443/openai/responses?api-version=2025-11-15-preview' \
  -H 'Content-Type: application/json' \
  -d '{"model":"gpt-4.1","input":"Calculate fibonacci(20) using Python","tools":[{"type":"code_interpreter","container":{"type":"auto"}}],"store":false}'

Web Search (Bing grounding)

curl -s -X POST 'http://localhost:8443/openai/responses?api-version=2025-11-15-preview' \
  -H 'Content-Type: application/json' \
  -d '{"model":"gpt-4.1","input":"What are the latest Rust language features?","tools":[{"type":"bing_grounding"}],"store":false}'

Memory Search (cross-session recall)

curl -s -X POST 'http://localhost:8443/openai/responses?api-version=2025-11-15-preview' \
  -H 'Content-Type: application/json' \
  -d '{"model":"gpt-4.1","input":"What beverage does the user prefer?","tools":[{"type":"memory_search","memory_store_name":"kars-memory","scope":"default"}],"store":false}'

Querying Foundry Infrastructure

List existing agents in the project

curl -s 'http://localhost:8443/agents?api-version=2025-11-15-preview'

List model deployments

curl -s 'http://localhost:8443/deployments?api-version=2025-11-15-preview'

When to use

Call Foundry tools (code interpreter, web search, memory) via Responses API
Inspect what Foundry agents or models exist in the project
Use Foundry as a service layer for OpenClaw agent capabilities

When NOT to use

Do NOT create Foundry agents — OpenClaw is the agent orchestrator
For memory CRUD operations (use foundry-memory skill)
For simple chat completions (use /v1/chat/completions directly)

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