agent-framework-azure-ai-py
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.
Install with Tessl CLI
npx tessl i github:haniakrim21/everything-claude-code --skill agent-framework-azure-ai-py95
Does it follow best practices?
Evaluation — 100%
↑ 7.14xAgent success when using this skill
Validation for skill structure
Evaluation results
100%
100%Expense Report Assistant
Function tools with typed parameters
Correct provider import
0%
100%
Correct credential import
0%
100%
Async context manager for provider
0%
100%
Async context manager for credential
0%
100%
Functions passed directly to tools
0%
100%
Annotated parameter typing
0%
100%
Field from pydantic
0%
100%
result.text usage
0%
100%
create_agent usage
0%
100%
asyncio.run entrypoint
0%
100%
Package installation comment
0%
100%
Without context: $1.4691 · 5m 23s · 60 turns · 195 in / 18,354 out tokens
With context: $0.3845 · 1m 19s · 22 turns · 27 in / 3,898 out tokens
100%
72%Interactive Travel Planning Assistant
Streaming responses and conversation threads
run_stream usage
16%
100%
chunk.text guard
41%
100%
async for iteration
0%
100%
get_new_thread usage
0%
100%
thread passed to run
80%
100%
conversation_id saved
30%
100%
Async context manager
0%
100%
Correct provider import
0%
100%
Credential from azure.identity.aio
0%
100%
Multi-turn sequence
100%
100%
Without context: $0.5728 · 1m 53s · 35 turns · 67 in / 6,709 out tokens
With context: $0.3917 · 1m 17s · 22 turns · 319 in / 3,300 out tokens
100%
84%Job Posting Extractor
Structured output with Pydantic models
Pydantic BaseModel used
100%
100%
ConfigDict extra=forbid
0%
100%
ConfigDict import
0%
100%
response_format passed
0%
100%
model_validate_json parsing
0%
100%
result.text access
0%
100%
Correct provider import
0%
100%
Async context manager
0%
100%
Credential from azure.identity.aio
0%
100%
Structured fields accessed
100%
100%
Package install comment
0%
100%
Without context: $0.6491 · 2m 4s · 41 turns · 87 in / 7,186 out tokens
With context: $0.3924 · 1m 12s · 22 turns · 24 in / 3,941 out tokens
- Evaluated
- Agent
- Claude Code
- Model
- Unknown
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