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Get Started Free →Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources.
.claude/skills/azure-mgmt-botservice-py/SKILL.md| Model | Eval pass | Runs |
|---|---|---|
| gemini-3.6-flash | 100% | 11 |
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 38% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 84% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 73% | 0% |
| case-03 | ✓→✓ | = Same ✓ | 24% | 0% |
| case-04 | ✓→✓ | = Same ✓ | 73% | 0% |
Manage Azure Bot Service resources including bots, channels, and connections.
bashpip install azure-mgmt-botservice pip install azure-identity
bashAZURE_SUBSCRIPTION_ID=<your-subscription-id> AZURE_RESOURCE_GROUP=<your-resource-group>
pythonfrom azure.identity import DefaultAzureCredential from azure.mgmt.botservice import AzureBotService import os credential = DefaultAzureCredential() client = AzureBotService( credential=credential, subscription_id=os.environ["AZURE_SUBSCRIPTION_ID"] )
pythonfrom azure.mgmt.botservice import AzureBotService from azure.mgmt.botservice.models import Bot, BotProperties, Sku from azure.identity import DefaultAzureCredential import os credential = DefaultAzureCredential() client = AzureBotService( credential=credential, subscription_id=os.environ["AZURE_SUBSCRIPTION_ID"] ) resource_group = os.environ["AZURE_RESOURCE_GROUP"] bot_name = "my-chat-bot" bot = client.bots.create( resource_group_name=resource_group, resource_name=bot_name, parameters=Bot( location="global", sku=Sku(name="F0"), # Free tier kind="azurebot", properties=BotProperties( display_name="My Chat Bot", description="A conversational AI bot", endpoint="https://my-bot-app.azurewebsites.net/api/messages", msa_app_id="<your-app-id>", msa_app_type="MultiTenant" ) ) ) print(f"Bot created: {bot.name}")
pythonbot = client.bots.get( resource_group_name=resource_group, resource_name=bot_name ) print(f"Bot: {bot.properties.display_name}") print(f"Endpoint: {bot.properties.endpoint}") print(f"SKU: {bot.sku.name}")
pythonbots = client.bots.list_by_resource_group(resource_group_name=resource_group) for bot in bots: print(f"Bot: {bot.name} - {bot.properties.display_name}")
pythonall_bots = client.bots.list() for bot in all_bots: print(f"Bot: {bot.name} in {bot.id.split('/')[4]}")
pythonbot = client.bots.update( resource_group_name=resource_group, resource_name=bot_name, properties=BotProperties( display_name="Updated Bot Name", description="Updated description" ) )
pythonclient.bots.delete( resource_group_name=resource_group, resource_name=bot_name )
pythonfrom azure.mgmt.botservice.models import ( BotChannel, MsTeamsChannel, MsTeamsChannelProperties ) channel = client.channels.create( resource_group_name=resource_group, resource_name=bot_name, channel_name="MsTeamsChannel", parameters=BotChannel( location="global", properties=MsTeamsChannel( properties=MsTeamsChannelProperties( is_enabled=True ) ) ) )
pythonfrom azure.mgmt.botservice.models import ( BotChannel, DirectLineChannel, DirectLineChannelProperties, DirectLineSite ) channel = client.channels.create( resource_group_name=resource_group, resource_name=bot_name, channel_name="DirectLineChannel", parameters=BotChannel( location="global", properties=DirectLineChannel( properties=DirectLineChannelProperties( sites=[ DirectLineSite( site_name="Default Site", is_enabled=True, is_v1_enabled=False, is_v3_enabled=True ) ] ) ) ) )
pythonfrom azure.mgmt.botservice.models import ( BotChannel, WebChatChannel, WebChatChannelProperties, WebChatSite ) channel = client.channels.create( resource_group_name=resource_group, resource_name=bot_name, channel_name="WebChatChannel", parameters=BotChannel( location="global", properties=WebChatChannel( properties=WebChatChannelProperties( sites=[ WebChatSite( site_name="Default Site", is_enabled=True ) ] ) ) ) )
pythonchannel = client.channels.get( resource_group_name=resource_group, resource_name=bot_name, channel_name="DirectLineChannel" )
pythonkeys = client.channels.list_with_keys( resource_group_name=resource_group, resource_name=bot_name, channel_name="DirectLineChannel" ) # Access Direct Line keys if hasattr(keys.properties, 'properties'): for site in keys.properties.properties.sites: print(f"Site: {site.site_name}") print(f"Key: {site.key}")
pythonimport os from azure.mgmt.botservice.models import ( ConnectionSetting, ConnectionSettingProperties ) connection = client.bot_connection.create( resource_group_name=resource_group, resource_name=bot_name, connection_name="graph-connection", parameters=ConnectionSetting( location="global", properties=ConnectionSettingProperties( client_id="<oauth-client-id>", client_secret=os.environ["BOT_OAUTH_CLIENT_SECRET"], scopes="User.Read", service_provider_id="<service-provider-id>" ) ) )
pythonconnections = client.bot_connection.list_by_bot_service( resource_group_name=resource_group, resource_name=bot_name ) for conn in connections: print(f"Connection: {conn.name}")
| Operation | Method | |-----------|--------| | client.bots | Bot CRUD operations | | client.channels | Channel configuration | | client.bot_connection | OAuth connection settings | | client.direct_line | Direct Line channel operations | | client.email | Email channel operations | | client.operations | Available operations | | client.host_settings | Host settings operations |
| SKU | Description | |-----|-------------| | F0 | Free tier (limited messages) | | S1 | Standard tier (unlimited messages) |
| Channel | Class | Purpose | |---------|-------|---------| | MsTeamsChannel | Microsoft Teams | Teams integration | | DirectLineChannel | Direct Line | Custom client integration | | WebChatChannel | Web Chat | Embeddable web widget | | SlackChannel | Slack | Slack workspace integration | | FacebookChannel | Facebook | Messenger integration | | EmailChannel | Email | Email communication |
This skill is applicable to execute the workflow or actions described in the overview.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 11,046 | 7,952 | -28% | 1 | 1 | 0% | 2,893 | 3,999 | +38% | 0 | 0 | — |
case-02 | fail→pass | 9,423 | 6,175 | -34% | 1 | 1 | 0% | 1,847 | 3,393 | +84% | 0 | 0 | — |
case-03 | pass→pass | 14,425 | 8,497 | -41% | 1 | 1 | 0% | 3,292 | 4,075 | +24% | 0 | 0 | — |
case-04 | pass→pass | 9,568 | 9,453 | -1% | 1 | 1 | 0% | 2,191 | 3,797 | +73% | 0 | 0 | — |
case-05 | pass→pass | 9,708 | 7,017 | -28% | 1 | 1 | 0% | 1,639 | 3,680 | +125% | 0 | 0 | — |
case-06 | pass→pass | 10,339 | 9,090 | -12% | 1 | 1 | 0% | 1,640 | 3,690 | +125% | 0 | 0 | — |
case-07 | pass→pass | 9,876 | 7,511 | -24% | 1 | 1 | 0% | 2,020 | 3,787 | +87% | 0 | 0 | — |
case-08 | fail→pass | 9,323 | 5,351 | -43% | 1 | 1 | 0% | 1,954 | 3,377 | +73% | 0 | 0 | — |
case-09 | pass→pass | 9,344 | 7,637 | -18% | 1 | 1 | 0% | 2,190 | 3,326 | +52% | 0 | 0 | — |
case-10 | pass→pass | 8,420 | 6,375 | -24% | 1 | 1 | 0% | 1,886 | 3,109 | +65% | 0 | 0 | — |
case-11 | pass→pass | 10,289 | 4,686 | -54% | 1 | 1 | 0% | 2,255 | 3,058 | +36% | 0 | 0 | — |
case-12 | pass→pass | 5,073 | 3,188 | -37% | 1 | 1 | 0% | 1,215 | 2,769 | +128% | 0 | 0 | — |
case-13 | pass→pass | 9,339 | 5,122 | -45% | 1 | 1 | 0% | 1,953 | 3,163 | +62% | 0 | 0 | — |
case-14 | pass→pass | 6,628 | 3,759 | -43% | 1 | 1 | 0% | 1,469 | 2,866 | +95% | 0 | 0 | — |
case-15 | pass→pass | 10,593 | 6,476 | -39% | 1 | 1 | 0% | 2,411 | 3,604 | +49% | 0 | 0 | — |
case-16 | pass→pass | 8,413 | 6,042 | -28% | 1 | 1 | 0% | 1,882 | 3,532 | +88% | 0 | 0 | — |
case-17 | pass→pass | 8,689 | 5,703 | -34% | 1 | 1 | 0% | 2,040 | 3,528 | +73% | 0 | 0 | — |
case-18 | pass→pass | 7,959 | 5,385 | -32% | 1 | 1 | 0% | 1,760 | 3,260 | +85% | 0 | 0 | — |
case-19 | pass→pass | 10,622 | 4,126 | -61% | 1 | 1 | 0% | 2,161 | 2,940 | +36% | 0 | 0 | — |
case-20 | pass→pass | 9,984 | 4,849 | -51% | 1 | 1 | 0% | 2,037 | 3,080 | +51% | 0 | 0 | — |
case-21 | pass→pass | 7,967 | 2,410 | -70% | 1 | 1 | 0% | 1,595 | 2,546 | +60% | 0 | 0 | — |
case-22 | pass→pass | 7,342 | 4,851 | -34% | 1 | 1 | 0% | 1,625 | 3,128 | +92% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +14 percentage points is the difference between those two pass rates over the 22 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
| Model | Method | Date | Lift |
|---|---|---|---|
| gemini-3.6-flash | verified | 7/28/2026 | +27% |
Other measured skills in the registry, with their headline benchmark lift.