Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add aiappsgbb/awesome-gbb --skill foundry-hosted-agentsgit clone --depth 1 https://github.com/aiappsgbb/awesome-gbbWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/aiappsgbb/awesome-gbb/foundry-hosted-agents)<a href="https://agentmods.dev/skills/aiappsgbb/awesome-gbb/foundry-hosted-agents"><img src="https://agentmods.dev/badge/skills/aiappsgbb/awesome-gbb/foundry-hosted-agents/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/aiappsgbb/awesome-gbb/foundry-hosted-agents"><img src="https://agentmods.dev/badge/skills/aiappsgbb/awesome-gbb/foundry-hosted-agents.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 3 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Privilege Escalation · line 1207 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- high Privilege Escalation · line 1341 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- medium Agent Snooping · line 516 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00254 | $0.32799 |
| Opus 5 | $0.00127 | $0.16400 |
| Sonnet 5 | $0.00051 | $0.06560 |
| Haiku 4.5 | $0.00025 | $0.03280 |
Grade A, and why
foundry-hosted-agents scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
| `session_not_ready` (424) | Container crashed before readiness probe | Check logstream: `curl ...sessions/{sid}:logstream`. Common causes: import error, sync/async mismatch, missing dep | How it starts
The opening of the file, as written. The whole thing — 2,195 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Microsoft Foundry Hosted Agents — Reference Guide
Production-tested patterns for deploying hosted agents on Microsoft Foundry.
Container-based deployment (Dockerfile + unified azure.yaml + azd) is
GA. Source-code (--deploy-mode code) deployment is a separate, still-preview
surface — see § Preview appendix: source-code deploy
for that path in isolation. Covers the Agent + FoundryChatClient +
ResponsesHostServer (MAF) variant exclusively.
✅ Core 1.14.0 is the current dependency stack. Use the canonical pins in this skill (
agent-framework-core~=1.14.0,agent-framework-foundry~=1.11.0,agent-framework-foundry-hosting==1.0.0b260813) for new hosted-agent work and refreshes.
MAF 1.8.0matters here only as the historical feature boundary where the caller-sideagent_framework.foundry.FoundryAgent(timeout=...)knob landed (overrides the OpenAI-SDK 5s connect / 600s total defaults) — see § MAF 1.8.0 update.If you are still on 1.3.x, upgrade directly to current 1.14.0 and absorb the 1.4.0 breaking changes below plus the 1.6.0 telemetry bundling and the 1.8.0 timeout knob in one pass.
When to Use
- Deploying a custom container agent to Foundry (GA path)
- Debugging hosted agent failures (401, 500, import errors)
- Understanding agent identity + when (rarely) explicit RBAC is needed
- Authoring the unified
azure.yaml(azure.ai.project+azure.ai.agentservices) - Blue-green / canary / rollback traffic routing across agent versions
- Migrating from MAF 1.3.x → 1.4.0 (§ below)
- Migrating from the legacy two-file
agent.yaml+agent.manifest.yamlcontract — both are gone; a singleazure.yamlis now the source of truth (§ azure.yaml)
Choosing a model? See
references/model-selection.mdfor the model / region / capacity / data-residency decision before youazd provision.
What ships with it
12 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- README.md 1.2 KB
- references/bash/diagnose_server_error.sh 3.3 KB runs code
- references/docker/Dockerfile 664 B
- references/model-selection.md 8.3 KB
- references/python/container.py 5.3 KB runs code
- references/python/foundry_agent_timeout.py 2.3 KB runs code
- references/python/main.py 2.3 KB runs code
- references/python/pyproject.toml 2.2 KB
- references/python/version_rollout.py 8.8 KB runs code
- references/upstream-pin.md 19 KB
- references/yaml/azure.yaml 2.2 KB
- test-fixture/consumer_prompt.md 22 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 2,195 lines · 254 tokens per session scan A 136fe258adb3
foundry-hosted-agents is a skill published in the GitHub repository aiappsgbb/awesome-gbb (5 stars, last pushed yesterday), licensed MIT. It adds 254 tokens to every session and 32,799 once invoked, about $0.0013 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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