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Create Agent with Microsoft Agent Framework · majiayu000 | DecimalAI

agent toolingby majiayu000

Create Agent with Microsoft Agent Framework

majiayu000/agent-framework

Source majiayu000/claude-skill-registry ↗License MIT

Create AI agents and workflows using Microsoft Agent Framework SDK. Supports single-agent and multi-agent workflow patterns. USE FOR: create agent, build agent, scaffold agent, new agent, agent framework, workflow pattern, multi-agent, MCP tools, create workflow. DO NOT USE FOR: deploying agents (use agent/deploy), evaluating agents (use agent/evaluate), Azure AI Foundry agents without Agent Framework SDK.

SkillScore82Maintained

Automatic

AI Engineer pack

Last verified 8/18/2026

What it changes

Passed 16 of 20 test cases with the skill, and 6 of 20 without it.

Without skill32%

With skill82%

Checks it passed that the model alone missed

Uses foundry_resource_get
Uses agent-framework-core package
Uses foundry_models_deployments_list

and 11 more in the full report

11 fixed7 passed either way4 still failing0 broke

Pass-rate lift: +50 pp
Tokens: +31%
Agent turns: 0%
Response time: -48%

Model gemini-3.6-flashMeasured 8/18/2026v118 of 22 cases passed with skill · 20 comparable

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-agent-framework/SKILL.md https://app.decimal.ai/s/majiayu000-agent-framework/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add majiayu000-agent-framework, 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-agent-framework/ and pins it in .decimal/skills.lock

decimalai skills add majiayu000-agent-framework

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

Which tool in the foundry MCP suite retrieves the Azure AI Foundry project endpoint?

What was checked, without and with the skill
Checked	Without skill	With skill
Uses foundry_resource_get	Missed	Passed

case-18 · gemini-3.6-flash · 8/18/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md154 linessingle file

Create Agent with Microsoft Agent Framework

Build AI agents, agentic apps, and multi-agent workflows using Microsoft Agent Framework SDK.

Quick Reference

Property	Value
SDK	Microsoft Agent Framework (Python)
Patterns	Single Agent, Multi-Agent Workflow
Server	Azure AI Agent Server SDK (HTTP)
Debug	AI Toolkit Agent Inspector + VSCode
Best For	Enterprise agents with type safety, checkpointing, orchestration

When to Use This Skill

Use when the user wants to:

Create a new AI agent or agentic application
Scaffold an agent with tools (MCP, function calling)
Build multi-agent workflows with orchestration patterns
Add HTTP server mode to an existing agent
Configure F5/debug support for VSCode

Defaults

Language: Python
SDK: Microsoft Agent Framework (pin version 1.0.0b260107)
Server: HTTP via Azure AI Agent Server SDK
Environment: Virtual environment (create or detect existing)

References

Topic	File	Description
Server Pattern	references/agent-as-server.md	HTTP server wrapping (production)
Debug Setup	references/debug-setup.md	VS Code configs for Agent Inspector
Agent Samples	references/agent-samples.md	Single agent, tools, MCP, threads
Workflow Basics	references/workflow-basics.md	Executor types, handler signatures, edges, WorkflowBuilder — start here for any workflow
Workflow Agents	references/workflow-agents.md	Agents as executor nodes, linear pipeline, run_stream event consumption

Track record

Benchmark

16 / 20

test cases passed, vs 6 / 20 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 — 8/3/2026

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/agent-framework/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

microsoft-agent-frameworkCreate, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and Python.Close match+27 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

Create Agent with Microsoft Agent Framework

Quick Reference

When to Use This Skill

Defaults

References

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills