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Foundry Agent Platform Skill · majiayu000 | DecimalAI

agent toolingby majiayu000

Foundry Agent Platform Skill

majiayu000/foundry-agent-platform

Source majiayu000/claude-skill-registry ↗License MIT

Microsoft Foundry agent deployment, orchestration, and cloud-native AI service patterns

SkillScore88Maintained

Automatic

AI Engineer pack

Last verified 9/1/2026

What it changes

Passed 21 of 24 test cases with the skill, and 8 of 24 without it.

Without skill33%

With skill88%

Checks it passed that the model alone missed

gpt-4.1-mini
Azure AI User
FileSearchTool

and 16 more in the full report

13 fixed8 passed either way3 still failing0 broke

Pass-rate lift: +54 pp
Tokens: +54%
Agent turns: 0%
Response time: -37%

Model gemini-3.6-flashMeasured 9/1/2026v121 of 24 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/majiayu000-foundry-agent-platform/SKILL.md https://app.decimal.ai/s/majiayu000-foundry-agent-platform/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add majiayu000-foundry-agent-platform, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/majiayu000-foundry-agent-platform/ and pins it in .decimal/skills.lock

decimalai skills add majiayu000-foundry-agent-platform

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/majiayu000-foundry-agent-platform/SKILL.md https://app.decimal.ai/s/majiayu000-foundry-agent-platform/SKILL.md

Raw file: /s/majiayu000-foundry-agent-platform/SKILL.md ↗ · machine-readable summary at /s/majiayu000-foundry-agent-platform.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 13

Prompt

What is the official cloud-hosted endpoint for Model Context Protocol (MCP) servers on Microsoft Foundry, and how is authentication handled?

What was checked, without and with the skill
Checked	Without skill	With skill
https://mcp.ai.azure.com	Missed	Passed
Authenticates requests using Microsoft Entra ID authentication	Passed	Passed

case-14 · gemini-3.6-flash · 9/1/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md286 linessingle file

Foundry Agent Platform Skill

Deploy, orchestrate, and manage AI agents on Microsoft Foundry — the unified Azure PaaS for enterprise AI.

Rapid Evolution Domain

Foundry is in active preview (February 2026). SDK versions change frequently.

Refresh triggers:

azure-ai-projects SDK version bump (currently 2.0.0b3)
Foundry portal feature releases
Hosted Agents GA
Memory API changes

Last validated: February 2026

Platform Overview

Microsoft Foundry (formerly Azure AI Foundry) unifies model hosting, agent orchestration, tool management, observability, and multi-channel publishing.

Concept	Description
Portal	https://ai.azure.com
Endpoint	`https://<resource>.services.ai.azure.com/api/projects/<project>`
MCP Server	https://mcp.ai.azure.com (cloud-hosted, Entra ID)
VS Code Extension	`TeamsDevApp.vscode-ai-foundry`
Key Distinction	Infrastructure platform (backend), not a surface

Foundry vs Other Platforms

Aspect	VS Code Extension	M365 Copilot	Foundry
Type	IDE plugin	Declarative agent	Cloud PaaS
Runtime	Desktop app	M365 cloud	Azure managed
Users	Single developer	Single user	Multi-user
Availability	When IDE open	When M365 open	Always-on (24/7)
Memory	File-based synapses	OneDrive	Platform-managed
Tools	MCP (manual config)	Web/SP/Graph	1,400+ catalog

Track record

Benchmark

21 / 24

test cases passed, vs 8 / 24 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/10/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

majiayu000 / claude-skill-registry

skills/agent/foundry-agent-platform-fabioc-aloha-youtube-mcp-vscode/SKILL.md

View on GitHub ↗

License MITImported 8/10/2026Version v1

Other skills for the same job

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microsoftdocs/microsoft-foundryExpert knowledge for Microsoft Foundry (aka Azure AI Foundry) development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building Foundry agents with IQ retrieval, Azure OpenAI models, MCP tools, VNet/private access, or Teams apps, and other Microsoft Foundry related development tasks. Not for Microsoft Foundry Classic (use microsoft-foundry-classic), MiClose match-5 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Foundry Agent Platform Skill

Rapid Evolution Domain

Platform Overview

Foundry vs Other Platforms

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills