diff --git a/.github/workflows/check-consistent-dependencies.yml b/.github/workflows/check-consistent-dependencies.yml
index bdc306eba647..27c45dcf3cba 100644
--- a/.github/workflows/check-consistent-dependencies.yml
+++ b/.github/workflows/check-consistent-dependencies.yml
@@ -39,7 +39,7 @@ jobs:
           git fetch origin "$BASE_SHA"
 
           # The ^"? is because git may quote weird file paths
-          if git diff --name-only "$BASE_SHA" | grep -P '^"?((requirements/)|(scripts/.*?/requirements/)|(pyproject\.toml)|(uv\.lock))'; then
+          if git diff --name-only "$BASE_SHA" | grep -P '^"?((requirements/)|(scripts/.*?/requirements/)|(scripts/[^/]+/pyproject\.toml)|(scripts/[^/]+/uv\.lock)|(pyproject\.toml)|(uv\.lock))'; then
             echo "RELEVANT=true" >> "$GITHUB_ENV"
           fi
 
diff --git a/.github/workflows/compile-python-requirements.yml b/.github/workflows/compile-python-requirements.yml
index 24d2fa130624..6cdd6ebf7bb9 100644
--- a/.github/workflows/compile-python-requirements.yml
+++ b/.github/workflows/compile-python-requirements.yml
@@ -57,6 +57,9 @@ jobs:
           branch-suffix: short-commit-hash
           add-paths: |
             requirements
+            scripts/**/pyproject.toml
+            scripts/**/uv.lock
+            scripts/**/requirements*
             pyproject.toml
             uv.lock
           commit-message: |
diff --git a/.github/workflows/upgrade-one-python-dependency.yml b/.github/workflows/upgrade-one-python-dependency.yml
index 837b78024a18..5fede1c3e46e 100644
--- a/.github/workflows/upgrade-one-python-dependency.yml
+++ b/.github/workflows/upgrade-one-python-dependency.yml
@@ -122,6 +122,8 @@ jobs:
           branch-suffix: short-commit-hash
           add-paths: |
             requirements
+            scripts/**/pyproject.toml
+            scripts/**/uv.lock
             scripts/**/requirements*
           commit-message: |
             feat: Upgrade Python dependency ${{ inputs.package }}
diff --git a/Makefile b/Makefile
index f85f6c4e1f8c..4dc38ca50d8d 100644
--- a/Makefile
+++ b/Makefile
@@ -81,21 +81,14 @@ test-requirements: ## install only testing dependencies (used by CI and tox)
 
 requirements: dev-requirements ## install development environment requirements
 
-# The scripts/* one-off script directories are not yet migrated to uv (tracked
-# in https://github.com/openedx/public-engineering/issues/543) and are still
-# compiled with pip-compile below. Order is important: files must appear
-# after everything they include!
-REQ_FILES = \
-	scripts/xblock/requirements \
-	scripts/user_retirement/requirements/base \
-	scripts/user_retirement/requirements/testing \
-	scripts/structures_pruning/requirements/base \
-	scripts/structures_pruning/requirements/testing
-
 # uv-managed sub-projects, each with their own pyproject.toml + uv.lock,
-# independent of the root project's dependency graph.
-UV_SUBPROJECTS = \
-	requirements/edx-sandbox
+# independent of the root project's dependency graph:
+#   requirements/edx-sandbox, scripts/xblock, scripts/user_retirement,
+#   scripts/structures_pruning
+# Their compatibility .txt exports (for anyone still installing via plain
+# pip) don't follow a uniform naming/grouping scheme, so each is handled
+# explicitly in compile-requirements below rather than through one generic
+# loop over a shared list.
 
 define COMMON_CONSTRAINTS_TEMP_COMMENT
 # This is a temporary solution to override the real common_constraints.txt\n# In edx-lint, until the pyjwt constraint in edx-lint has been removed.\n# See BOM-2721 for more details.\n# Below is the copied and edited version of common_constraints\n
@@ -143,33 +136,51 @@ compile-requirements: pre-requirements ## Regenerate uv.lock for the root projec
 	sed 's/pip<25.3//g' requirements/common_constraints.txt > requirements/common_constraints.tmp
 	mv requirements/common_constraints.tmp requirements/common_constraints.txt
 
-	pip-compile -v --allow-unsafe ${COMPILE_OPTS} -o requirements/pip-tools.txt requirements/pip-tools.in
-	pip install -r requirements/pip-tools.txt
-
-	@ export REBUILD='--rebuild'; \
-	for f in $(REQ_FILES); do \
+	@# requirements/edx-sandbox and scripts/xblock: single compat export, no dependency-groups.
+	@for d in requirements/edx-sandbox scripts/xblock; do \
 		echo ; \
-		echo "== $$f ===============================" ; \
-		echo "pip-compile -v $$REBUILD ${COMPILE_OPTS} -o $$f.txt $$f.in"; \
-		pip-compile -v $$REBUILD ${COMPILE_OPTS} -o $$f.txt $$f.in || exit 1; \
-		export REBUILD=''; \
+		echo "== $$d ===============================" ; \
+		uv run --no-project --with edx-lint edx_lint write_uv_constraints $$d/pyproject.toml && \
+		(cd $$d && uv lock ${UV_LOCK_OPTS}) \
+		|| exit 1; \
 	done
+	@{ \
+		echo "# GENERATED FILE, DO NOT EDIT DIRECTLY."; \
+		echo "# Compatibility export for anyone still 'pip install -r requirements/edx-sandbox/base.txt'"; \
+		echo "# directly instead of using uv. Source of truth: requirements/edx-sandbox/pyproject.toml / uv.lock."; \
+		(cd requirements/edx-sandbox && uv export --frozen --no-hashes --no-emit-project); \
+	} > requirements/edx-sandbox/base.txt
+	@{ \
+		echo "# GENERATED FILE, DO NOT EDIT DIRECTLY."; \
+		echo "# Compatibility export for anyone still 'pip install -r scripts/xblock/requirements.txt'"; \
+		echo "# directly instead of using uv. Source of truth: scripts/xblock/pyproject.toml / uv.lock."; \
+		(cd scripts/xblock && uv export --frozen --no-hashes --no-emit-project); \
+	} > scripts/xblock/requirements.txt
 
-	@for d in $(UV_SUBPROJECTS); do \
+	@# scripts/user_retirement and scripts/structures_pruning: base + testing (test group) compat exports.
+	@for d in scripts/user_retirement scripts/structures_pruning; do \
 		echo ; \
 		echo "== $$d ===============================" ; \
 		uv run --no-project --with edx-lint edx_lint write_uv_constraints $$d/pyproject.toml && \
-		(cd $$d && uv lock ${UV_LOCK_OPTS}) && \
-		( \
+		(cd $$d && uv lock ${UV_LOCK_OPTS}) \
+		|| exit 1; \
+	done
+	@for d in scripts/user_retirement scripts/structures_pruning; do \
+		{ \
 			echo "# GENERATED FILE, DO NOT EDIT DIRECTLY."; \
-			echo "# Compatibility export for anyone still 'pip install -r $$d/base.txt'"; \
+			echo "# Compatibility export for anyone still 'pip install -r $$d/requirements/base.txt'"; \
 			echo "# directly instead of using uv. Source of truth: $$d/pyproject.toml / uv.lock."; \
 			(cd $$d && uv export --frozen --no-hashes --no-emit-project); \
-		) > $$d/base.txt \
-		|| exit 1; \
+		} > $$d/requirements/base.txt; \
+		{ \
+			echo "# GENERATED FILE, DO NOT EDIT DIRECTLY."; \
+			echo "# Compatibility export for anyone still 'pip install -r $$d/requirements/testing.txt'"; \
+			echo "# directly instead of using uv. Source of truth: $$d/pyproject.toml (test group) / uv.lock."; \
+			(cd $$d && uv export --frozen --no-hashes --group test --no-emit-project); \
+		} > $$d/requirements/testing.txt; \
 	done
 
-upgrade: $(COMMON_CONSTRAINTS_TXT) ## update all dependencies (uv.lock for the root project and uv sub-projects, pip-compile for the not-yet-migrated sub-projects) to the latest releases satisfying our constraints
+upgrade: $(COMMON_CONSTRAINTS_TXT) ## update all dependencies (uv.lock for the root project and all uv sub-projects) to the latest releases satisfying our constraints
 	$(MAKE) compile-requirements COMPILE_OPTS="--upgrade" UV_LOCK_OPTS="--upgrade"
 
 upgrade-package: ## update just one package to the latest usable release
diff --git a/requirements/README.rst b/requirements/README.rst
index 715f58b6aeae..c095490c06be 100644
--- a/requirements/README.rst
+++ b/requirements/README.rst
@@ -9,17 +9,21 @@ locked in the root ``uv.lock``, managed with `uv`_.
 
 This ``requirements/`` directory now only holds:
 
-- ``edx-sandbox``, the requirements for Codejail's isolated sandbox environment
+- ``edx-sandbox``, its own standalone ``uv``-managed project (``pyproject.toml`` +
+  ``uv.lock``) for Codejail's isolated sandbox environment
 - ``constraints.txt`` / ``common_constraints.txt`` / ``pip-tools.in`` / ``pip-tools.txt``,
-  still needed to ``pip-compile`` ``edx-sandbox`` and the ``scripts/*`` one-off
-  script directories, none of which are on ``uv`` yet
-
-These are being migrated to their own standalone ``uv``-managed projects too,
-tracked in `public-engineering#543`_. Until that's done, they're still
-manipulated using the Makefile targets below in a Linux environment (to match
-our build and deploy systems); for developers on Mac, this can be achieved by
-using the GitHub workflows or by running Make targets from inside devstack's
-lms-shell or another Linux environment.
+  now unused leftovers from the pip-compile era, pending removal (tracked in
+  `public-engineering#543`_)
+
+The three standalone script directories (``scripts/xblock``,
+``scripts/user_retirement``, ``scripts/structures_pruning``) each have their
+own ``pyproject.toml`` + ``uv.lock`` too, independent of both the main app and
+each other.
+
+All of these are manipulated using the Makefile targets below in a Linux
+environment (to match our build and deploy systems); for developers on Mac,
+this can be achieved by using the GitHub workflows or by running Make targets
+from inside devstack's lms-shell or another Linux environment.
 
 .. _uv: https://docs.astral.sh/uv/
 .. _public-engineering#543: https://github.com/openedx/public-engineering/issues/543
diff --git a/scripts/structures_pruning/pyproject.toml b/scripts/structures_pruning/pyproject.toml
new file mode 100644
index 000000000000..b66a2e9addbe
--- /dev/null
+++ b/scripts/structures_pruning/pyproject.toml
@@ -0,0 +1,38 @@
+[project]
+name = "edx-platform-structures-pruning-scripts"
+version = "0.1"
+requires-python = ">=3.12"
+dependencies = [
+    "click",
+    "click-log",
+    "edx-opaque-keys",
+    "pymongo",
+]
+
+[dependency-groups]
+test = [
+    "ddt",
+    "pytest",
+]
+
+[tool.uv]
+# This isn't installed as a package itself -- it's just a locked dependency
+# set for running the standalone script in this directory.
+package = false
+
+#  DO NOT EDIT constraint-dependencies DIRECTLY.
+#  This list is managed by `edx_lint write_uv_constraints`
+#  and will be overwritten the next time `make upgrade` is run.
+#  - GLOBAL constraints: edit edx_lint/files/common_constraints.txt
+#  - REPO-SPECIFIC constraints: edit [tool.edx_lint].uv_constraints in this file
+constraint-dependencies = [
+    "Django<6.0",
+    "elasticsearch<7.14.0",
+    "pymongo<4.4.1",
+]
+[tool.edx_lint]
+# Adding pin to avoid any major upgrade -- see the root pyproject.toml's
+# [tool.edx_lint].uv_constraints for the full rationale.
+uv_constraints = [
+    "pymongo<4.4.1",
+]
diff --git a/scripts/structures_pruning/requirements/base.in b/scripts/structures_pruning/requirements/base.in
deleted file mode 100644
index 0ade2e5d6dc5..000000000000
--- a/scripts/structures_pruning/requirements/base.in
+++ /dev/null
@@ -1,6 +0,0 @@
--c ../../../requirements/constraints.txt
-
-click
-click-log
-edx-opaque-keys
-pymongo
diff --git a/scripts/structures_pruning/requirements/base.txt b/scripts/structures_pruning/requirements/base.txt
index 43fbe263fd1c..4e4ebb193e32 100644
--- a/scripts/structures_pruning/requirements/base.txt
+++ b/scripts/structures_pruning/requirements/base.txt
@@ -1,24 +1,24 @@
-#
-# This file is autogenerated by pip-compile with Python 3.12
-# by the following command:
-#
-#    make upgrade
-#
-click==8.4.1
+# GENERATED FILE, DO NOT EDIT DIRECTLY.
+# Compatibility export for anyone still 'pip install -r scripts/structures_pruning/requirements/base.txt'
+# directly instead of using uv. Source of truth: scripts/structures_pruning/pyproject.toml / uv.lock.
+# This file was autogenerated by uv via the following command:
+#    uv export --frozen --no-hashes --no-emit-project
+click==8.4.2
     # via
-    #   -r scripts/structures_pruning/requirements/base.in
     #   click-log
+    #   edx-platform-structures-pruning-scripts
 click-log==0.4.0
-    # via -r scripts/structures_pruning/requirements/base.in
+    # via edx-platform-structures-pruning-scripts
+colorama==0.4.6 ; sys_platform == 'win32'
+    # via click
 dnspython==2.8.0
     # via pymongo
 edx-opaque-keys==4.0.0
-    # via -r scripts/structures_pruning/requirements/base.in
+    # via edx-platform-structures-pruning-scripts
 pymongo==4.4.0
     # via
-    #   -c requirements/constraints.txt
-    #   -r scripts/structures_pruning/requirements/base.in
     #   edx-opaque-keys
+    #   edx-platform-structures-pruning-scripts
 stevedore==5.8.0
     # via edx-opaque-keys
 typing-extensions==4.15.0
diff --git a/scripts/structures_pruning/requirements/testing.in b/scripts/structures_pruning/requirements/testing.in
deleted file mode 100644
index 7066f2bc5e9d..000000000000
--- a/scripts/structures_pruning/requirements/testing.in
+++ /dev/null
@@ -1,4 +0,0 @@
--r base.txt
-
-ddt
-pytest
diff --git a/scripts/structures_pruning/requirements/testing.txt b/scripts/structures_pruning/requirements/testing.txt
index 1fd6e5024650..1c8aa35618c5 100644
--- a/scripts/structures_pruning/requirements/testing.txt
+++ b/scripts/structures_pruning/requirements/testing.txt
@@ -1,23 +1,23 @@
-#
-# This file is autogenerated by pip-compile with Python 3.12
-# by the following command:
-#
-#    make upgrade
-#
-click==8.4.1
+# GENERATED FILE, DO NOT EDIT DIRECTLY.
+# Compatibility export for anyone still 'pip install -r scripts/structures_pruning/requirements/testing.txt'
+# directly instead of using uv. Source of truth: scripts/structures_pruning/pyproject.toml (test group) / uv.lock.
+# This file was autogenerated by uv via the following command:
+#    uv export --frozen --no-hashes --group test --no-emit-project
+click==8.4.2
     # via
-    #   -r scripts/structures_pruning/requirements/base.txt
     #   click-log
+    #   edx-platform-structures-pruning-scripts
 click-log==0.4.0
-    # via -r scripts/structures_pruning/requirements/base.txt
+    # via edx-platform-structures-pruning-scripts
+colorama==0.4.6 ; sys_platform == 'win32'
+    # via
+    #   click
+    #   pytest
 ddt==1.7.2
-    # via -r scripts/structures_pruning/requirements/testing.in
 dnspython==2.8.0
-    # via
-    #   -r scripts/structures_pruning/requirements/base.txt
-    #   pymongo
+    # via pymongo
 edx-opaque-keys==4.0.0
-    # via -r scripts/structures_pruning/requirements/base.txt
+    # via edx-platform-structures-pruning-scripts
 iniconfig==2.3.0
     # via pytest
 packaging==26.2
@@ -28,15 +28,10 @@ pygments==2.20.0
     # via pytest
 pymongo==4.4.0
     # via
-    #   -r scripts/structures_pruning/requirements/base.txt
     #   edx-opaque-keys
-pytest==9.1.0
-    # via -r scripts/structures_pruning/requirements/testing.in
+    #   edx-platform-structures-pruning-scripts
+pytest==9.1.1
 stevedore==5.8.0
-    # via
-    #   -r scripts/structures_pruning/requirements/base.txt
-    #   edx-opaque-keys
+    # via edx-opaque-keys
 typing-extensions==4.15.0
-    # via
-    #   -r scripts/structures_pruning/requirements/base.txt
-    #   edx-opaque-keys
+    # via edx-opaque-keys
diff --git a/scripts/structures_pruning/uv.lock b/scripts/structures_pruning/uv.lock
new file mode 100644
index 000000000000..2e6640e08944
--- /dev/null
+++ b/scripts/structures_pruning/uv.lock
@@ -0,0 +1,185 @@
+version = 1
+revision = 3
+requires-python = ">=3.12"
+
+[manifest]
+constraints = [
+    { name = "django", specifier = "<6.0" },
+    { name = "elasticsearch", specifier = "<7.14.0" },
+    { name = "pymongo", specifier = "<4.4.1" },
+]
+
+[[package]]
+name = "click"
+version = "8.4.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/76/d4/81420972a676e8ffea40450d8c8c92943e7218a78fe9b64359836cc9876b/click-8.4.2.tar.gz", hash = "sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6", size = 338000, upload-time = "2026-06-24T17:45:15.148Z" }
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+]
+
+[[package]]
+name = "click-log"
+version = "0.4.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+]
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+]
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+[[package]]
+name = "colorama"
+version = "0.4.6"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d8/53/6f443c9a4a8358a93a6792e2acffb9d9d5cb0a5cfd8802644b7b1c9a02e4/colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", size = 27697, upload-time = "2022-10-25T02:36:22.414Z" }
+wheels = [
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+]
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+[[package]]
+name = "ddt"
+version = "1.7.2"
+source = { registry = "https://pypi.org/simple" }
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+]
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+[[package]]
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+version = "2.8.0"
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+]
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+[[package]]
+name = "edx-opaque-keys"
+version = "4.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pymongo" },
+    { name = "stevedore" },
+    { name = "typing-extensions" },
+]
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+]
+
+[[package]]
+name = "edx-platform-structures-pruning-scripts"
+version = "0.1"
+source = { virtual = "." }
+dependencies = [
+    { name = "click" },
+    { name = "click-log" },
+    { name = "edx-opaque-keys" },
+    { name = "pymongo" },
+]
+
+[package.dev-dependencies]
+test = [
+    { name = "ddt" },
+    { name = "pytest" },
+]
+
+[package.metadata]
+requires-dist = [
+    { name = "click" },
+    { name = "click-log" },
+    { name = "edx-opaque-keys" },
+    { name = "pymongo" },
+]
+
+[package.metadata.requires-dev]
+test = [
+    { name = "ddt" },
+    { name = "pytest" },
+]
+
+[[package]]
+name = "iniconfig"
+version = "2.3.0"
+source = { registry = "https://pypi.org/simple" }
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+version = "1.6.0"
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+[[package]]
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+    { name = "dnspython" },
+]
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+
+[[package]]
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+version = "9.1.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "iniconfig" },
+    { name = "packaging" },
+    { name = "pluggy" },
+    { name = "pygments" },
+]
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+[[package]]
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+version = "5.8.0"
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+[[package]]
+name = "typing-extensions"
+version = "4.15.0"
+source = { registry = "https://pypi.org/simple" }
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+]
diff --git a/scripts/user_retirement/pyproject.toml b/scripts/user_retirement/pyproject.toml
new file mode 100644
index 000000000000..f8f69e9e7968
--- /dev/null
+++ b/scripts/user_retirement/pyproject.toml
@@ -0,0 +1,42 @@
+[project]
+name = "edx-platform-user-retirement-scripts"
+version = "0.1"
+requires-python = ">=3.12"
+dependencies = [
+    "boto3",
+    "click",
+    "pyyaml",
+    "backoff",
+    "requests",
+    "edx-rest-api-client",
+    "jenkinsapi",
+    "unicodecsv",
+    "simplejson",
+    "simple-salesforce",
+    "google-api-python-client",
+]
+
+[dependency-groups]
+test = [
+    "moto",
+    "pytest",
+    "requests_mock",
+    "responses",
+    "mock",
+    "ddt",
+    "urllib3",
+]
+
+[tool.uv]
+# This isn't installed as a package itself -- it's just a locked dependency
+# set for running the standalone scripts in this directory.
+package = false
+#  DO NOT EDIT constraint-dependencies DIRECTLY.
+#  This list is managed by `edx_lint write_uv_constraints`
+#  and will be overwritten the next time `make upgrade` is run.
+#  - GLOBAL constraints: edit edx_lint/files/common_constraints.txt
+#  - REPO-SPECIFIC constraints: edit [tool.edx_lint].uv_constraints in this file
+constraint-dependencies = [
+    "Django<6.0",
+    "elasticsearch<7.14.0",
+]
diff --git a/scripts/user_retirement/requirements/base.in b/scripts/user_retirement/requirements/base.in
deleted file mode 100644
index d0bdab9082a5..000000000000
--- a/scripts/user_retirement/requirements/base.in
+++ /dev/null
@@ -1,13 +0,0 @@
--c ../../../requirements/constraints.txt
-
-boto3
-click
-pyyaml
-backoff
-requests
-edx-rest-api-client
-jenkinsapi
-unicodecsv
-simplejson
-simple-salesforce
-google-api-python-client
diff --git a/scripts/user_retirement/requirements/base.txt b/scripts/user_retirement/requirements/base.txt
index cd9f7cae32dc..d3bde7223236 100644
--- a/scripts/user_retirement/requirements/base.txt
+++ b/scripts/user_retirement/requirements/base.txt
@@ -1,41 +1,40 @@
-#
-# This file is autogenerated by pip-compile with Python 3.12
-# by the following command:
-#
-#    make upgrade
-#
+# GENERATED FILE, DO NOT EDIT DIRECTLY.
+# Compatibility export for anyone still 'pip install -r scripts/user_retirement/requirements/base.txt'
+# directly instead of using uv. Source of truth: scripts/user_retirement/pyproject.toml / uv.lock.
+# This file was autogenerated by uv via the following command:
+#    uv export --frozen --no-hashes --no-emit-project
 asgiref==3.11.1
     # via django
 attrs==26.1.0
     # via zeep
 backoff==2.2.1
-    # via -r scripts/user_retirement/requirements/base.in
-boto3==1.43.30
-    # via -r scripts/user_retirement/requirements/base.in
-botocore==1.43.30
+    # via edx-platform-user-retirement-scripts
+boto3==1.43.38
+    # via edx-platform-user-retirement-scripts
+botocore==1.43.38
     # via
     #   boto3
     #   s3transfer
-certifi==2026.5.20
+certifi==2026.6.17
     # via requests
-cffi==2.0.0
+cffi==2.0.0 ; platform_python_implementation != 'PyPy'
     # via
     #   cryptography
     #   pynacl
 charset-normalizer==3.4.7
     # via requests
-click==8.4.1
+click==8.4.2
     # via
-    #   -r scripts/user_retirement/requirements/base.in
     #   edx-django-utils
+    #   edx-platform-user-retirement-scripts
+colorama==0.4.6 ; sys_platform == 'win32'
+    # via click
 cryptography==49.0.0
     # via
     #   google-auth
     #   pyjwt
 django==5.2.15
     # via
-    #   -c requirements/common_constraints.txt
-    #   -c requirements/constraints.txt
     #   django-crum
     #   django-waffle
     #   edx-django-utils
@@ -46,12 +45,12 @@ django-waffle==5.0.0
 edx-django-utils==8.0.1
     # via edx-rest-api-client
 edx-rest-api-client==7.0.0
-    # via -r scripts/user_retirement/requirements/base.in
+    # via edx-platform-user-retirement-scripts
 google-api-core==2.31.0
     # via google-api-python-client
-google-api-python-client==2.197.0
-    # via -r scripts/user_retirement/requirements/base.in
-google-auth==2.55.0
+google-api-python-client==2.198.0
+    # via edx-platform-user-retirement-scripts
+google-auth==2.55.1
     # via
     #   google-api-core
     #   google-api-python-client
@@ -60,7 +59,7 @@ google-auth-httplib2==0.4.0
     # via google-api-python-client
 googleapis-common-protos==1.75.0
     # via google-api-core
-httplib2==0.31.2
+httplib2==0.32.0
     # via
     #   google-api-python-client
     #   google-auth-httplib2
@@ -69,15 +68,13 @@ idna==3.18
 isodate==0.7.2
     # via zeep
 jenkinsapi==0.3.23
-    # via -r scripts/user_retirement/requirements/base.in
+    # via edx-platform-user-retirement-scripts
 jmespath==1.1.0
     # via
     #   boto3
     #   botocore
-lxml==5.3.2
-    # via
-    #   -c requirements/constraints.txt
-    #   zeep
+lxml==6.1.1
+    # via zeep
 more-itertools==11.1.0
     # via simple-salesforce
 platformdirs==4.10.0
@@ -95,9 +92,9 @@ pyasn1==0.6.3
     # via pyasn1-modules
 pyasn1-modules==0.4.2
     # via google-auth
-pycparser==3.0
+pycparser==3.0 ; implementation_name != 'PyPy' and platform_python_implementation != 'PyPy'
     # via cffi
-pyjwt[crypto]==2.13.0
+pyjwt==2.13.0
     # via
     #   edx-rest-api-client
     #   simple-salesforce
@@ -108,14 +105,12 @@ pyparsing==3.3.2
 python-dateutil==2.9.0.post0
     # via botocore
 pytz==2026.2
-    # via
-    #   jenkinsapi
-    #   zeep
+    # via jenkinsapi
 pyyaml==6.0.3
-    # via -r scripts/user_retirement/requirements/base.in
+    # via edx-platform-user-retirement-scripts
 requests==2.34.2
     # via
-    #   -r scripts/user_retirement/requirements/base.in
+    #   edx-platform-user-retirement-scripts
     #   edx-rest-api-client
     #   google-api-core
     #   jenkinsapi
@@ -127,12 +122,12 @@ requests-file==3.0.1
     # via zeep
 requests-toolbelt==1.0.0
     # via zeep
-s3transfer==0.18.0
+s3transfer==0.19.0
     # via boto3
 simple-salesforce==1.12.9
-    # via -r scripts/user_retirement/requirements/base.in
+    # via edx-platform-user-retirement-scripts
 simplejson==4.1.1
-    # via -r scripts/user_retirement/requirements/base.in
+    # via edx-platform-user-retirement-scripts
 six==1.17.0
     # via python-dateutil
 sqlparse==0.5.5
@@ -141,13 +136,15 @@ stevedore==5.8.0
     # via edx-django-utils
 typing-extensions==4.15.0
     # via simple-salesforce
+tzdata==2026.2 ; sys_platform == 'win32'
+    # via django
 unicodecsv==0.14.1
-    # via -r scripts/user_retirement/requirements/base.in
+    # via edx-platform-user-retirement-scripts
 uritemplate==4.2.0
     # via google-api-python-client
 urllib3==2.7.0
     # via
     #   botocore
     #   requests
-zeep==4.3.2
+zeep==4.3.3
     # via simple-salesforce
diff --git a/scripts/user_retirement/requirements/testing.in b/scripts/user_retirement/requirements/testing.in
deleted file mode 100644
index 9f790753929e..000000000000
--- a/scripts/user_retirement/requirements/testing.in
+++ /dev/null
@@ -1,9 +0,0 @@
--r base.txt
-
-moto
-pytest
-requests_mock
-responses
-mock
-ddt
-urllib3
diff --git a/scripts/user_retirement/requirements/testing.txt b/scripts/user_retirement/requirements/testing.txt
index b7a14e0de024..e457a1e316a3 100644
--- a/scripts/user_retirement/requirements/testing.txt
+++ b/scripts/user_retirement/requirements/testing.txt
@@ -1,197 +1,138 @@
-#
-# This file is autogenerated by pip-compile with Python 3.12
-# by the following command:
-#
-#    make upgrade
-#
+# GENERATED FILE, DO NOT EDIT DIRECTLY.
+# Compatibility export for anyone still 'pip install -r scripts/user_retirement/requirements/testing.txt'
+# directly instead of using uv. Source of truth: scripts/user_retirement/pyproject.toml (test group) / uv.lock.
+# This file was autogenerated by uv via the following command:
+#    uv export --frozen --no-hashes --group test --no-emit-project
 asgiref==3.11.1
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   django
+    # via django
 attrs==26.1.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   zeep
+    # via zeep
 backoff==2.2.1
-    # via -r scripts/user_retirement/requirements/base.txt
-boto3==1.43.30
+    # via edx-platform-user-retirement-scripts
+boto3==1.43.38
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
+    #   edx-platform-user-retirement-scripts
     #   moto
-botocore==1.43.30
+botocore==1.43.38
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
     #   boto3
     #   moto
     #   s3transfer
-certifi==2026.5.20
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   requests
-cffi==2.0.0
+certifi==2026.6.17
+    # via requests
+cffi==2.0.0 ; platform_python_implementation != 'PyPy'
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
     #   cryptography
     #   pynacl
 charset-normalizer==3.4.7
+    # via requests
+click==8.4.2
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   requests
-click==8.4.1
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
     #   edx-django-utils
+    #   edx-platform-user-retirement-scripts
+colorama==0.4.6 ; sys_platform == 'win32'
+    # via
+    #   click
+    #   pytest
 cryptography==49.0.0
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
     #   google-auth
     #   moto
     #   pyjwt
 ddt==1.7.2
-    # via -r scripts/user_retirement/requirements/testing.in
 django==5.2.15
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
     #   django-crum
     #   django-waffle
     #   edx-django-utils
 django-crum==0.7.9
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   edx-django-utils
+    # via edx-django-utils
 django-waffle==5.0.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   edx-django-utils
+    # via edx-django-utils
 edx-django-utils==8.0.1
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   edx-rest-api-client
+    # via edx-rest-api-client
 edx-rest-api-client==7.0.0
-    # via -r scripts/user_retirement/requirements/base.txt
+    # via edx-platform-user-retirement-scripts
 google-api-core==2.31.0
+    # via google-api-python-client
+google-api-python-client==2.198.0
+    # via edx-platform-user-retirement-scripts
+google-auth==2.55.1
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   google-api-python-client
-google-api-python-client==2.197.0
-    # via -r scripts/user_retirement/requirements/base.txt
-google-auth==2.55.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
     #   google-api-core
     #   google-api-python-client
     #   google-auth-httplib2
 google-auth-httplib2==0.4.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   google-api-python-client
+    # via google-api-python-client
 googleapis-common-protos==1.75.0
+    # via google-api-core
+httplib2==0.32.0
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   google-api-core
-httplib2==0.31.2
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
     #   google-api-python-client
     #   google-auth-httplib2
 idna==3.18
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   requests
+    # via requests
 iniconfig==2.3.0
     # via pytest
 isodate==0.7.2
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   zeep
+    # via zeep
 jenkinsapi==0.3.23
-    # via -r scripts/user_retirement/requirements/base.txt
+    # via edx-platform-user-retirement-scripts
 jmespath==1.1.0
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
     #   boto3
     #   botocore
-lxml==5.3.2
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   zeep
+lxml==6.1.1
+    # via zeep
 markupsafe==3.0.3
     # via werkzeug
 mock==5.2.0
-    # via -r scripts/user_retirement/requirements/testing.in
 more-itertools==11.1.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   simple-salesforce
+    # via simple-salesforce
 moto==5.2.2
-    # via -r scripts/user_retirement/requirements/testing.in
 packaging==26.2
     # via pytest
 platformdirs==4.10.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   zeep
+    # via zeep
 pluggy==1.6.0
     # via pytest
 proto-plus==1.28.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   google-api-core
+    # via google-api-core
 protobuf==7.35.1
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
     #   google-api-core
     #   googleapis-common-protos
     #   proto-plus
 psutil==7.2.2
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   edx-django-utils
+    # via edx-django-utils
 pyasn1==0.6.3
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   pyasn1-modules
+    # via pyasn1-modules
 pyasn1-modules==0.4.2
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   google-auth
-pycparser==3.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   cffi
+    # via google-auth
+pycparser==3.0 ; implementation_name != 'PyPy' and platform_python_implementation != 'PyPy'
+    # via cffi
 pygments==2.20.0
     # via pytest
-pyjwt[crypto]==2.13.0
+pyjwt==2.13.0
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
     #   edx-rest-api-client
     #   simple-salesforce
 pynacl==1.6.2
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   edx-django-utils
+    # via edx-django-utils
 pyparsing==3.3.2
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   httplib2
-pytest==9.1.0
-    # via -r scripts/user_retirement/requirements/testing.in
+    # via httplib2
+pytest==9.1.1
 python-dateutil==2.9.0.post0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   botocore
+    # via botocore
 pytz==2026.2
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   jenkinsapi
-    #   zeep
+    # via jenkinsapi
 pyyaml==6.0.3
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
+    #   edx-platform-user-retirement-scripts
     #   responses
 requests==2.34.2
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
+    #   edx-platform-user-retirement-scripts
     #   edx-rest-api-client
     #   google-api-core
     #   jenkinsapi
@@ -203,53 +144,34 @@ requests==2.34.2
     #   simple-salesforce
     #   zeep
 requests-file==3.0.1
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   zeep
+    # via zeep
 requests-mock==1.12.1
-    # via -r scripts/user_retirement/requirements/testing.in
 requests-toolbelt==1.0.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   zeep
+    # via zeep
 responses==0.26.1
-    # via
-    #   -r scripts/user_retirement/requirements/testing.in
-    #   moto
-s3transfer==0.18.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   boto3
+    # via moto
+s3transfer==0.19.0
+    # via boto3
 simple-salesforce==1.12.9
-    # via -r scripts/user_retirement/requirements/base.txt
+    # via edx-platform-user-retirement-scripts
 simplejson==4.1.1
-    # via -r scripts/user_retirement/requirements/base.txt
+    # via edx-platform-user-retirement-scripts
 six==1.17.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   python-dateutil
+    # via python-dateutil
 sqlparse==0.5.5
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   django
+    # via django
 stevedore==5.8.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   edx-django-utils
+    # via edx-django-utils
 typing-extensions==4.15.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   simple-salesforce
+    # via simple-salesforce
+tzdata==2026.2 ; sys_platform == 'win32'
+    # via django
 unicodecsv==0.14.1
-    # via -r scripts/user_retirement/requirements/base.txt
+    # via edx-platform-user-retirement-scripts
 uritemplate==4.2.0
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   google-api-python-client
+    # via google-api-python-client
 urllib3==2.7.0
     # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   -r scripts/user_retirement/requirements/testing.in
     #   botocore
     #   requests
     #   responses
@@ -257,7 +179,5 @@ werkzeug==3.1.8
     # via moto
 xmltodict==1.0.4
     # via moto
-zeep==4.3.2
-    # via
-    #   -r scripts/user_retirement/requirements/base.txt
-    #   simple-salesforce
+zeep==4.3.3
+    # via simple-salesforce
diff --git a/scripts/user_retirement/uv.lock b/scripts/user_retirement/uv.lock
new file mode 100644
index 000000000000..4f921c0d9969
--- /dev/null
+++ b/scripts/user_retirement/uv.lock
@@ -0,0 +1,1238 @@
+version = 1
+revision = 3
+requires-python = ">=3.12"
+resolution-markers = [
+    "python_full_version >= '3.13'",
+    "python_full_version < '3.13'",
+]
+
+[manifest]
+constraints = [
+    { name = "django", specifier = "<6.0" },
+    { name = "elasticsearch", specifier = "<7.14.0" },
+]
+
+[[package]]
+name = "asgiref"
+version = "3.11.1"
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+]
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+[[package]]
+name = "boto3"
+version = "1.43.38"
+source = { registry = "https://pypi.org/simple" }
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diff --git a/scripts/xblock/pyproject.toml b/scripts/xblock/pyproject.toml
new file mode 100644
index 000000000000..c74d8a1148fd
--- /dev/null
+++ b/scripts/xblock/pyproject.toml
@@ -0,0 +1,21 @@
+[project]
+name = "edx-platform-xblock-scripts"
+version = "0.1"
+requires-python = ">=3.12"
+dependencies = [
+    "requests",
+]
+
+[tool.uv]
+# This isn't installed as a package itself -- it's just a locked dependency
+# set for running the standalone scripts in this directory.
+package = false
+#  DO NOT EDIT constraint-dependencies DIRECTLY.
+#  This list is managed by `edx_lint write_uv_constraints`
+#  and will be overwritten the next time `make upgrade` is run.
+#  - GLOBAL constraints: edit edx_lint/files/common_constraints.txt
+#  - REPO-SPECIFIC constraints: edit [tool.edx_lint].uv_constraints in this file
+constraint-dependencies = [
+    "Django<6.0",
+    "elasticsearch<7.14.0",
+]
diff --git a/scripts/xblock/requirements.in b/scripts/xblock/requirements.in
deleted file mode 100644
index f21789405d9a..000000000000
--- a/scripts/xblock/requirements.in
+++ /dev/null
@@ -1,3 +0,0 @@
--c ../../requirements/constraints.txt
-
-requests
diff --git a/scripts/xblock/requirements.txt b/scripts/xblock/requirements.txt
index 73d80314197b..e4222c9e1636 100644
--- a/scripts/xblock/requirements.txt
+++ b/scripts/xblock/requirements.txt
@@ -1,16 +1,15 @@
-#
-# This file is autogenerated by pip-compile with Python 3.12
-# by the following command:
-#
-#    make upgrade
-#
-certifi==2026.5.20
+# GENERATED FILE, DO NOT EDIT DIRECTLY.
+# Compatibility export for anyone still 'pip install -r scripts/xblock/requirements.txt'
+# directly instead of using uv. Source of truth: scripts/xblock/pyproject.toml / uv.lock.
+# This file was autogenerated by uv via the following command:
+#    uv export --frozen --no-hashes --no-emit-project
+certifi==2026.6.17
     # via requests
 charset-normalizer==3.4.7
     # via requests
 idna==3.18
     # via requests
 requests==2.34.2
-    # via -r scripts/xblock/requirements.in
+    # via edx-platform-xblock-scripts
 urllib3==2.7.0
     # via requests
diff --git a/scripts/xblock/uv.lock b/scripts/xblock/uv.lock
new file mode 100644
index 000000000000..89b7cf9a1d9a
--- /dev/null
+++ b/scripts/xblock/uv.lock
@@ -0,0 +1,135 @@
+version = 1
+revision = 3
+requires-python = ">=3.12"
+
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