Python: Simplify Python Poe tasks and unify package selectors (#4722)

* updated automation tasks and commands, with alias for the time being

* Restore aggregate test exclusions

Preserve the legacy all-tests scope for test --all by excluding lab and devui from the default aggregate sweep, while still allowing explicit package selection. Also ignore hidden/generated test directories such as .mypy_cache during aggregate discovery.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* updated versions in pre-commit

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

python/packages/a2a/pyproject.toml

@@ -85,9 +85,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_a2a"
-test = 'pytest -m "not integration" --cov=agent_framework_a2a --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_a2a"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_a2a --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/ag-ui/pyproject.toml

@@ -72,6 +72,10 @@ typeCheckingMode = "basic"
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_ag_ui"
-test = 'pytest -m "not integration" --cov=agent_framework_ag_ui --cov-report=term-missing:skip-covered -n auto --dist worksteal tests/ag_ui'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_ag_ui"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_ag_ui --cov-report=term-missing:skip-covered -n auto --dist worksteal tests/ag_ui'

python/packages/anthropic/pyproject.toml

@@ -85,9 +85,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_anthropic"
-test = 'pytest -m "not integration" --cov=agent_framework_anthropic --cov-report=term-missing:skip-covered -n auto --dist worksteal tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_anthropic"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_anthropic --cov-report=term-missing:skip-covered -n auto --dist worksteal tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/azure-ai-search/pyproject.toml

@@ -87,9 +87,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_azure_ai_search"
-test = 'pytest -m "not integration" --cov=agent_framework_azure_ai_search --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_azure_ai_search"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_azure_ai_search --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/azure-ai/pyproject.toml

@@ -85,11 +85,16 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_azure_ai"
-test = 'pytest -m "not integration" --cov=agent_framework_azure_ai --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_azure_ai"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_azure_ai --cov-report=term-missing:skip-covered tests'
 
 [tool.poe.tasks.integration-tests]
+help = "Run the package integration test suite."
 cmd = """
 pytest --import-mode=importlib
 -n logical --dist worksteal

python/packages/azure-cosmos/pyproject.toml

@@ -84,10 +84,17 @@ exclude_dirs = ["tests"]
 [tool.poe]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_azure_cosmos"
-test = "pytest -m \"not integration\" --cov=agent_framework_azure_cosmos --cov-report=term-missing:skip-covered tests"
-integration-tests = "pytest tests/test_cosmos_history_provider.py -m integration"
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_azure_cosmos"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = "pytest -m \"not integration\" --cov=agent_framework_azure_cosmos --cov-report=term-missing:skip-covered tests"
+
+[tool.poe.tasks.integration-tests]
+help = "Run the package integration test suite."
+cmd = "pytest tests/test_cosmos_history_provider.py -m integration"
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/azurefunctions/pyproject.toml

@@ -91,9 +91,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_azurefunctions"
-test = 'pytest -m "not integration" --cov=agent_framework_azurefunctions --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_azurefunctions"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_azurefunctions --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/bedrock/pyproject.toml

@@ -84,9 +84,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_bedrock"
-test = 'pytest -m "not integration" --cov=agent_framework_bedrock --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_bedrock"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_bedrock --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["hatchling"]

python/packages/chatkit/pyproject.toml

@@ -86,9 +86,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_chatkit"
-test = 'pytest -m "not integration" --cov=agent_framework_chatkit --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_chatkit"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_chatkit --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/claude/pyproject.toml

@@ -86,9 +86,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_claude"
-test = 'pytest -m "not integration" --cov=agent_framework_claude --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_claude"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_claude --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/copilotstudio/pyproject.toml

@@ -85,9 +85,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_copilotstudio"
-test = 'pytest -m "not integration" --cov=agent_framework_copilotstudio --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_copilotstudio"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_copilotstudio --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/core/pyproject.toml

@@ -121,9 +121,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework"
-test = 'pytest -m "not integration" --cov=agent_framework --cov-report=term-missing:skip-covered -n auto --dist worksteal tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework --cov-report=term-missing:skip-covered -n auto --dist worksteal tests'
 
 [tool.flit.module]
 name = "agent_framework"

python/packages/declarative/pyproject.toml

@@ -92,9 +92,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_declarative"
-test = 'pytest -m "not integration" --cov=agent_framework_declarative --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_declarative"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_declarative --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/devui/pyproject.toml

@@ -98,9 +98,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_devui"
-test = 'pytest -m "not integration" --cov=agent_framework_devui --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_devui"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_devui --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/durabletask/pyproject.toml

@@ -97,9 +97,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_durabletask"
-test = 'pytest -m "not integration" --cov=agent_framework_durabletask --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_durabletask"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_durabletask --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/foundry_local/pyproject.toml

@@ -84,9 +84,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_foundry_local"
-test = 'pytest -m "not integration" --cov=agent_framework_foundry_local --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_foundry_local"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_foundry_local --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/github_copilot/pyproject.toml

@@ -85,14 +85,17 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-test = "pytest -m \"not integration\" --cov=agent_framework_github_copilot --cov-report=term-missing:skip-covered tests"
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = "pytest -m \"not integration\" --cov=agent_framework_github_copilot --cov-report=term-missing:skip-covered tests"
 
 [tool.poe.tasks.pyright]
+help = "Run Pyright for this package, skipping automatically on unsupported Python versions."
 shell = "python -c \"import sys; exit(0 if sys.version_info < (3,11) else 1)\" || pyright"
 interpreter = "posix"
 
 [tool.poe.tasks.mypy]
+help = "Run MyPy for this package, skipping automatically on unsupported Python versions."
 shell = "python -c \"import sys; exit(0 if sys.version_info < (3,11) else 1)\" || mypy --config-file $POE_ROOT/pyproject.toml agent_framework_github_copilot"
 interpreter = "posix"
 

python/packages/lab/README.md

@@ -71,10 +71,10 @@ uv run --directory packages/lab poe test
 uv run --directory packages/lab pytest -q -m "not integration"
 ```
 
-When you need to run package tasks from the repository root, use sequential mode to avoid launching all package tests in parallel:
+When you need to run lab tests from the repository root, scope the root task to the lab package:
 
 ```bash
-uv run poe test --seq
+uv run poe test -P lab
 ```
 
 Lightning observability tests intentionally exercise heavier tracing paths and are marked as `resource_intensive`:

python/packages/lab/pyproject.toml

@@ -146,17 +146,45 @@ exclude_dirs = ["gaia/tests", "lightning/tests", "tau2/tests"]
 [tool.poe]
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy-gaia = "mypy --config-file $POE_ROOT/pyproject.toml gaia/agent_framework_lab_gaia"
-mypy-lightning = "mypy --config-file $POE_ROOT/pyproject.toml lightning/agent_framework_lab_lightning"
-mypy-tau2 = "mypy --config-file $POE_ROOT/pyproject.toml tau2/agent_framework_lab_tau2"
-mypy = ["mypy-gaia", "mypy-lightning", "mypy-tau2"]
-test = 'pytest -m "not integration and not resource_intensive" --cov-report=term-missing:skip-covered --junitxml=test-results.xml'
-test-gaia = "pytest gaia/tests --cov=agent_framework_lab_gaia --cov-report=term-missing:skip-covered"
-test-lightning = "pytest lightning/tests --cov=agent_framework_lab_lightning --cov-report=term-missing:skip-covered"
-test-tau2 = "pytest tau2/tests --cov=agent_framework_lab_tau2 --cov-report=term-missing:skip-covered"
-build = "echo 'Skipping build'"
-publish = "echo 'Skipping publish'"
+[tool.poe.tasks.mypy-gaia]
+help = "Run MyPy for the lab GAIA package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml gaia/agent_framework_lab_gaia"
+
+[tool.poe.tasks.mypy-lightning]
+help = "Run MyPy for the lab Lightning package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml lightning/agent_framework_lab_lightning"
+
+[tool.poe.tasks.mypy-tau2]
+help = "Run MyPy for the lab Tau2 package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml tau2/agent_framework_lab_tau2"
+
+[tool.poe.tasks.mypy]
+help = "Run MyPy across all lab subpackages."
+sequence = ["mypy-gaia", "mypy-lightning", "mypy-tau2"]
+
+[tool.poe.tasks.test]
+help = "Run the default lab unit test suite."
+cmd = 'pytest -m "not integration and not resource_intensive" --cov-report=term-missing:skip-covered --junitxml=test-results.xml'
+
+[tool.poe.tasks.test-gaia]
+help = "Run the GAIA lab test suite."
+cmd = "pytest gaia/tests --cov=agent_framework_lab_gaia --cov-report=term-missing:skip-covered"
+
+[tool.poe.tasks.test-lightning]
+help = "Run the Lightning lab test suite."
+cmd = "pytest lightning/tests --cov=agent_framework_lab_lightning --cov-report=term-missing:skip-covered"
+
+[tool.poe.tasks.test-tau2]
+help = "Run the Tau2 lab test suite."
+cmd = "pytest tau2/tests --cov=agent_framework_lab_tau2 --cov-report=term-missing:skip-covered"
+
+[tool.poe.tasks.build]
+help = "Skip build for the lab package."
+cmd = "echo 'Skipping build'"
+
+[tool.poe.tasks.publish]
+help = "Skip publish for the lab package."
+cmd = "echo 'Skipping publish'"
 
 [tool.pytest.ini_options]
 pythonpath = ["."]

python/packages/mem0/pyproject.toml

@@ -85,9 +85,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_mem0"
-test = 'pytest -m "not integration" --cov=agent_framework_mem0 --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_mem0"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_mem0 --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/ollama/pyproject.toml

@@ -88,9 +88,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_ollama"
-test = 'pytest -m "not integration" --cov=agent_framework_ollama --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_ollama"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_ollama --cov-report=term-missing:skip-covered tests'
 
 [tool.uv.build-backend]
 module-name = "agent_framework_ollama"

python/packages/orchestrations/pyproject.toml

@@ -83,9 +83,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_orchestrations"
-test = 'pytest -m "not integration" --cov=agent_framework_orchestrations --cov-report=term-missing:skip-covered -n auto --dist worksteal tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_orchestrations"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_orchestrations --cov-report=term-missing:skip-covered -n auto --dist worksteal tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]

python/packages/purview/pyproject.toml

@@ -84,9 +84,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_purview"
-test = 'pytest -m "not integration" --cov=agent_framework_purview --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_purview"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_purview --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["flit-core >= 3.9,<4.0"]

python/packages/redis/pyproject.toml

@@ -87,9 +87,13 @@ exclude_dirs = ["tests"]
 executor.type = "uv"
 include = "../../shared_tasks.toml"
 
-[tool.poe.tasks]
-mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_redis"
-test = 'pytest -m "not integration" --cov=agent_framework_redis --cov-report=term-missing:skip-covered tests'
+[tool.poe.tasks.mypy]
+help = "Run MyPy for this package."
+cmd = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_redis"
+
+[tool.poe.tasks.test]
+help = "Run the default unit test suite for this package."
+cmd = 'pytest -m "not integration" --cov=agent_framework_redis --cov-report=term-missing:skip-covered tests'
 
 [build-system]
 requires = ["flit-core >= 3.11,<4.0"]