app-templates
github.com/databricks/app-templates
Skill | Added | Review |
|---|---|---|
load-testing Load test a Databricks App to find its maximum QPS. Use when: (1) User says 'load test', 'benchmark', 'QPS', 'throughput', or 'performance test', (2) User wants to find how many queries per second their app can handle, (3) User wants to set up load testing scripts for their agent, (4) User wants to view load test results/dashboard. | 68 Impact — No eval scenarios have been run Securityby  Risky Do not use without reviewing Reviewed: Version: 1c88215 | |
supervisor-api-background-mode Enable Supervisor API background mode for long-running agent tasks. Use when: (1) Agent needs to run tasks longer than HTTP timeout limits, (2) User says 'background mode', 'long-running', 'supervisor api', (3) Converting from streaming to background polling pattern, (4) Agent needs resilience to connection drops during execution. | 64 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 1c88215 | |
deploy Deploy agent to Databricks Apps using DAB (Databricks Asset Bundles). Use when: (1) User says 'deploy', 'push to databricks', or 'bundle deploy', (2) 'App already exists' error occurs, (3) Need to bind/unbind existing apps, (4) Debugging deployed apps, (5) Querying deployed app endpoints. | 72 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 1c88215 | |
agent-openai-memory Add memory capabilities to your agent. Use when: (1) User asks about 'memory', 'state', 'remember', 'conversation history', (2) Want to persist conversations or user preferences, (3) Adding checkpointing or long-term storage. | 62 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 1c88215 | |
agent-memory Add memory capabilities to your agent. Use when: (1) User asks about 'memory', 'state', 'remember', 'conversation history', (2) Want to persist conversations or user preferences, (3) Adding checkpointing or long-term storage. | 66 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 1c88215 | |
load-testing Load test a Databricks App to find its maximum QPS. Use when: (1) User says 'load test', 'benchmark', 'QPS', 'throughput', or 'performance test', (2) User wants to find how many queries per second their app can handle, (3) User wants to set up load testing scripts for their agent, (4) User wants to view load test results/dashboard. | 68 Impact — No eval scenarios have been run Securityby Risky Do not use without reviewing Reviewed: Version: 1c88215 | |
lakebase-setup Configure Lakebase for agent memory storage. Use when: (1) Adding memory capabilities to the agent, (2) 'Failed to connect to Lakebase' errors, (3) Permission errors on checkpoint/store tables, (4) User says 'lakebase', 'memory setup', or 'add memory'. | 84 1.72x Agent success vs baseline Impact 100% 1.72xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 1c88215 | |
discover-tools Discover available tools and resources in Databricks workspace. Use when: (1) User asks 'what tools are available', (2) Before writing agent code, (3) Looking for MCP servers, Genie spaces, UC functions, or vector search indexes, (4) User says 'discover', 'find resources', or 'what can I connect to'. | 80 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 1c88215 | |
load-testing Load test a Databricks App to find its maximum QPS. Use when: (1) User says 'load test', 'benchmark', 'QPS', 'throughput', or 'performance test', (2) User wants to find how many queries per second their app can handle, (3) User wants to set up load testing scripts for their agent, (4) User wants to view load test results/dashboard. | 68 Impact — No eval scenarios have been run Securityby Risky Do not use without reviewing Reviewed: Version: 1c88215 | |
add-tools Add tools to your agent and grant required permissions in databricks.yml. Use when: (1) Adding MCP servers, Genie spaces, vector search, or UC functions to agent, (2) Permission errors at runtime, (3) User says 'add tool', 'connect to', 'grant permission', (4) Configuring databricks.yml resources. | 71 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 1c88215 | |
lakebase-setup Configure Lakebase for agent memory storage. Use when: (1) Adding memory capabilities to the agent, (2) 'Failed to connect to Lakebase' errors, (3) Permission errors on checkpoint/store tables, (4) User says 'lakebase', 'memory setup', or 'add memory'. | 82 1.72x Agent success vs baseline Impact 100% 1.72xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 1c88215 | |
add-tools Add tools to your agent and grant required permissions in databricks.yml. Use when: (1) Adding MCP servers, Genie spaces, vector search, or UC functions to agent, (2) Permission errors at runtime, (3) User says 'add tool', 'connect to', 'grant permission', (4) Configuring databricks.yml resources. | 71 Impact — No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 1c88215 | |
migrate-from-model-serving Migrate an MLflow ResponsesAgent from Databricks Model Serving to Databricks Apps. Use when: (1) User wants to migrate from Model Serving to Apps, (2) User has a ResponsesAgent with predict()/predict_stream() methods, (3) User wants to convert to @invoke/@stream decorators. | 67 Impact — No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 1c88215 | |
lakebase-setup Configure Lakebase for agent memory storage. Use when: (1) Adding memory capabilities to the agent, (2) 'Failed to connect to Lakebase' errors, (3) Permission errors on checkpoint/store tables, (4) User says 'lakebase', 'memory setup', or 'add memory'. | 82 1.72x Agent success vs baseline Impact 100% 1.72xAverage score across 3 eval scenarios Securityby Passed No known issues Reviewed: Version: 1c88215 | |
discover-tools Discover available tools and resources in Databricks workspace. Use when: (1) User asks 'what tools are available', (2) Before writing agent code, (3) Looking for MCP servers, Genie spaces, UC functions, or vector search indexes, (4) User says 'discover', 'find resources', or 'what can I connect to'. | 80 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 1c88215 | |
create-tools Create Databricks resources that agents connect to as tools. Use when: (1) User needs to create a Genie space, vector search index, UC function, or UC connection, (2) User says 'create tool', 'set up genie', 'create vector search', 'register MCP server', (3) Before add-tools when the resource doesn't exist yet, (4) User asks 'what do I need to create before adding this tool'. | 71 Impact — No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 1c88215 | |
long-running-server Enable long-running background task support with LongRunningAgentServer. Use when: (1) Agent tasks may exceed HTTP timeout (~120s), (2) User wants background/async execution, (3) User says 'long running', 'background tasks', or 'async agent'. | 65 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 1c88215 | |
quickstart Set up Databricks agent development environment. Use when: (1) First time setup, (2) Configuring Databricks authentication, (3) User says 'quickstart', 'set up', 'authenticate', or 'configure databricks', (4) No .env file exists. | 65 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 1c88215 | |
long-running-server Enable long-running background task support with LongRunningAgentServer. Use when: (1) Agent tasks may exceed HTTP timeout (~120s), (2) User wants background/async execution, (3) User says 'long running', 'background tasks', or 'async agent'. | 65 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 1c88215 | |
discover-tools Discover available tools and resources in Databricks workspace. Use when: (1) User asks 'what tools are available', (2) Before writing agent code, (3) Looking for MCP servers, Genie spaces, UC functions, or vector search indexes, (4) User says 'discover', 'find resources', or 'what can I connect to'. | 80 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 1c88215 | |
modify-agent Modify agent code, add tools, or change configuration. Use when: (1) User says 'modify agent', 'add tool', 'change model', or 'edit agent.py', (2) Adding MCP servers to agent, (3) Changing agent instructions, (4) Understanding SDK patterns. | 71 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 1c88215 | |
quickstart Set up Databricks agent development environment. Use when: (1) First time setup, (2) Configuring Databricks authentication, (3) User says 'quickstart', 'set up', 'authenticate', or 'configure databricks', (4) No .env file exists. | 68 Impact — No eval scenarios have been run Securityby Passed No known issues Reviewed: Version: 1c88215 | |
create-tools Create Databricks resources that agents connect to as tools. Use when: (1) User needs to create a Genie space, vector search index, UC function, or UC connection, (2) User says 'create tool', 'set up genie', 'create vector search', 'register MCP server', (3) Before add-tools when the resource doesn't exist yet, (4) User asks 'what do I need to create before adding this tool'. | 71 Impact — No eval scenarios have been run Securityby Advisory Suggest reviewing before use Reviewed: Version: 1c88215 | |
deploy Deploy agent to Databricks Apps using DAB (Databricks Asset Bundles). Use when: (1) User says 'deploy', 'push to databricks', or 'bundle deploy', (2) 'App already exists' error occurs, (3) Need to bind/unbind existing apps, (4) Debugging deployed apps, (5) Querying deployed app endpoints. | 72 Impact — No eval scenarios have been run Securityby Risky Do not use without reviewing Reviewed: Version: 1c88215 | |
load-testing Load test a Databricks App to find its maximum QPS. Use when: (1) User says 'load test', 'benchmark', 'QPS', 'throughput', or 'performance test', (2) User wants to find how many queries per second their app can handle, (3) User wants to set up load testing scripts for their agent, (4) User wants to view load test results/dashboard. | 68 Impact — No eval scenarios have been run Securityby Risky Do not use without reviewing Reviewed: Version: 1c88215 |