diff --git a/.gitignore b/.gitignore
index 2511f64..2f9897e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,18 +1,19 @@
-# generic py
+# generic
 __pycache__/
-.pytest_cache/
 *.egg-info/
-.ipynb_checkpoints/
-.pytest_cache/
 .python-version
 
-# vendor and build files
+# package-specific
+.ipynb_checkpoints/
+.pytest_cache/
+
+# vendor/build files
 dist/
 build/
-docs/_autoref/
-docs/_autosummary/
-docs/_build/
+doc/_autoref/
+doc/_autosummary/
+doc/_build/
 
-# local
-notebooks/
+# misc local
 /Makefile
+notebooks/
diff --git a/MANIFEST.in b/MANIFEST.in
deleted file mode 100644
index e69de29..0000000
diff --git a/README.md b/README.md
index 8e7e2af..f43b856 100644
--- a/README.md
+++ b/README.md
@@ -1,35 +1,36 @@
 # Overview
-`co3` is a lightweight Python ORM for hierarchical storage management. It implements a
-general type system for defining database components like relations, schemas, engines,
-etc. Objects inheriting from the `CO3` base class can then define data transformations
-that connect to database components, and can be automatically collected for coordinated
-database insertion.
+`co3` is a lightweight Python ORM for hierarchical storage management. It
+implements a general type system for defining database components like
+relations, schemas, engines, etc. Objects inheriting from the `CO3` base class
+can then define data transformations that connect to database components, and
+can be automatically collected for coordinated database insertion.
 
-`co3` attempts to provide a general interface for interacting with storage media (e.g.,
-databases, pickled objects, VSS framework, in-memory key-value stores, etc). The following
-top-level classes capture the bulk of the operational model:
+`co3` attempts to provide a general interface for interacting with storage
+media (e.g., databases, pickled objects, VSS framework, in-memory key-value
+stores, etc). The following top-level classes capture the bulk of the
+operational model:
 
-- **Database**: reference to a storage medium, with an `Accessor` for accessing data,
-  `Manager` for managing database state, and an `Engine` for managing connections and
-  external operations.
-- **Accessor**: provides access to stored items in a `Database`, typically via a supported
-  `select` operation over known `Component` types
-- **Manager**: manages database storage state (e.g., supported inserts or database sync
-  operations)
-- **Mapper**: associates `CO3` types with `Schema` components, and provides automatic
-  collection and composition operations for supported items
-- **Collector**: collects data from defined `CO3` type transformations and prepares for
-  `Database` insert operations
-- **Component**: atomic storage groups for databases (i.e., generalized notion of a
-  "relation" in relational algebra).
+- **Database**: reference to a storage medium, with an `Accessor` for accessing
+  data, `Manager` for managing database state, and an `Engine` for managing
+  connections and external operations.
+- **Accessor**: provides access to stored items in a `Database`, typically via
+  a supported `select` operation over known `Component` types
+- **Manager**: manages database storage state (e.g., supported inserts or
+  database sync operations)
+- **Mapper**: associates `CO3` types with `Schema` components, and provides
+  automatic collection and composition operations for supported items
+- **Collector**: collects data from defined `CO3` type transformations and
+  prepares for `Database` insert operations
+- **Component**: atomic storage groups for databases (i.e., generalized notion
+  of a "relation" in relational algebra).
 - **Indexer**: automatic caching of supported access queries to a `Database`
 - **Schema**: general schema analog for grouping related `Component` sets
-- **Differ**: facilitates set operations on results from selectable resources (e.g.,
-  automatic comparison between file data on disk and file rows in a SQL database)
-- **Syncer**: generalized syncing procedure for items between data resources (e.g.,
-  syncing new, modified, and deleted files from disk to a SQL database that stores file
-  metadata).
-
-The **CO3** an abstract base class then makes it easy to integrate this model with regular
-Python object hierarchies that can be mapped to a storage schema.
+- **Differ**: facilitates set operations on results from selectable resources
+  (e.g., automatic comparison between file data on disk and file rows in a SQL
+  database)
+- **Syncer**: generalized syncing procedure for items between data resources
+  (e.g., syncing new, modified, and deleted files from disk to a SQL database
+  that stores file metadata).
 
+The **CO3** an abstract base class then makes it easy to integrate this model
+with regular Python object hierarchies that can be mapped to a storage schema.
diff --git a/co3/accessor.py b/co3/accessor.py
index ac07414..d5cacc0 100644
--- a/co3/accessor.py
+++ b/co3/accessor.py
@@ -1,7 +1,7 @@
 '''
-Provides access to an underlying schema through a supported set of operations. Class
-methods could be general, high-level SQL wrappers, or convenience functions for common
-schema-specific queries.
+Provides access to an underlying schema through a supported set of operations.
+Class methods could be general, high-level SQL wrappers, or convenience
+functions for common schema-specific queries.
 '''
 import time
 import inspect
@@ -16,13 +16,14 @@ from co3.component import Component
 
 class Accessor[C: Component](metaclass=ABCMeta):
     '''
-    Access wrapper class for complex queries and easy integration with Composer tables.
-    Implements high-level access to things like common constrained SELECT queries.
+    Access wrapper class for complex queries and easy integration with Composer
+    tables. Implements high-level access to things like common constrained
+    SELECT queries.
 
     Instance variables:
         access_log: time-indexed log of access queries performed
     '''
-    def __init__(self):
+    def __init__(self) -> None:
         self.access_log = {}
 
     def log_access(self, stmt):
diff --git a/co3/component.py b/co3/component.py
index 8ddcbb8..3950289 100644
--- a/co3/component.py
+++ b/co3/component.py
@@ -2,19 +2,21 @@ class Component[T]:
     '''
     Component
 
-    General wrapper for storage components to be used in various database contexts. Relations
-    can be thought of generally as named data containers/entities serving as a fundamental
-    abstractions within particular storage protocols.
+    General wrapper for storage components to be used in various database
+    contexts. Relations can be thought of generally as named data
+    containers/entities serving as a fundamental abstractions within particular
+    storage protocols.
     '''
-    def __init__(self, name, obj: T):
+
+    def __init__(self, name, obj: T) -> None:
         self.name = name
         self.obj  = obj
 
-    def __str__(self):
+    def __str__(self) -> str:
         return f'<Component ({self.__class__.__name__})> {self.name}'
 
-    def __repr__(self):
+    def __repr__(self) -> str:
         return f'<Component ({self.__class__.__name__})> {self.name}'
 
-    def get_attributes(self):
+    def get_attributes(self) -> dict:
         raise NotImplementedError
diff --git a/co3/components/__init__.py b/co3/components/__init__.py
index be09923..69a0e0c 100644
--- a/co3/components/__init__.py
+++ b/co3/components/__init__.py
@@ -1,8 +1,9 @@
 '''
 Dev note:
-    Any reason to have ComposeableComponents and Relations as separate types? The thought
-    is that there may be some possible Component types we want to be able to Compose that
-    wouldn't logically be Relations. But the gap here might be quite small
+    Any reason to have ComposableComponents and Relations as separate types?
+    The thought is that there may be some possible Component types we want to
+    be able to Compose that wouldn't logically be Relations. But the gap here
+    might be quite small
 '''
 
 from typing import Self
@@ -29,9 +30,9 @@ class ComposableComponent[T](Component[T], metaclass=ABCMeta):
 # relational databases
 class Relation[T](ComposableComponent[T]):
     '''
-    Relation base for tabular components to be used in relation DB settings. Attempts to
-    adhere to the set-theoretic base outlined in the relational model [1]. Some
-    terminology:
+    Relation base for tabular components to be used in relation DB settings.
+    Attempts to adhere to the set-theoretic base outlined in the relational
+    model [1]. Some terminology:
 
     Relation: table-like container
     | -> Heading: set of attributes
@@ -43,15 +44,16 @@ class Relation[T](ComposableComponent[T]):
     [1]: https://en.wikipedia.org/wiki/Relational_model#Set-theoretic_formulation
 
     Note: development tasks
-        As it stands, the Relation skeleton is incredibly lax compared to the properties and
-        operations that should be formally available, according its pure relational algebra
-        analog. 
+        As it stands, the Relation skeleton is incredibly lax compared to the
+        properties and operations that should be formally available, according
+        its pure relational algebra analog. 
 
-        Relations are also generic up to a type T, which ultimately serves as the base object
-        for Relation instances. We aren't attempting to implement some generally useful
-        table-like class here; instead we're just exposing a lightweight interface that's
-        needed for a few CO3 contexts, and commonly off-loading most of the heavy-lifting to
-        true relation objects like SQLAlchemy tables.
+        Relations are also generic up to a type T, which ultimately serves as
+        the base object for Relation instances. We aren't attempting to
+        implement some generally useful table-like class here; instead we're
+        just exposing a lightweight interface that's needed for a few CO3
+        contexts, and commonly off-loading most of the heavy-lifting to true
+        relation objects like SQLAlchemy tables.
     '''
     def compose(
         self,
@@ -65,8 +67,8 @@ class SQLTable(Relation[SQLTableLike]):
     @classmethod
     def from_table(cls, table: sa.Table):
         '''
-        Note that the sa.Table type is intentional here; not all matching types for
-        SQLTableLike have a defined ``name`` property
+        Note that the sa.Table type is intentional here; not all matching types
+        for SQLTableLike have a defined ``name`` property
         '''
         return cls(table.name, table)
 
@@ -78,7 +80,8 @@ class SQLTable(Relation[SQLTableLike]):
         Provide column:default pairs for a provided SQLAlchemy table.
 
         Parameters:
-            include_all: whether to include all columns, even those without explicit defaults
+            include_all: whether to include all columns, even those without
+                explicit defaults
         '''
         default_values = {}
         for column in self.get_attributes():
@@ -87,8 +90,8 @@ class SQLTable(Relation[SQLTableLike]):
             elif column.nullable:
                 default_values[column.name] = None
             else:
-                # assume empty string if include_all and col has no explicit default 
-                # and isn't nullable
+                # assume empty string if include_all and col has no explicit
+                # default and isn't nullable
                 if include_all and column.name != 'id':
                     default_values[column.name] = ''
 
diff --git a/co3/database.py b/co3/database.py
index 0287596..2278f4a 100644
--- a/co3/database.py
+++ b/co3/database.py
@@ -1,19 +1,20 @@
 '''
 Database
 
-Central object for defining storage protocol-specific interfaces. The database wraps up
-central items for interacting with database resources, namely the Accessor and Manager
-objects.
+Central object for defining storage protocol-specific interfaces. The database
+wraps up central items for interacting with database resources, namely the
+Accessor and Manager objects.
 
-The Database type hierarchy attempts to be exceedingly general; SQL-derivatives should
-subclass from the RelationalDatabase subtype, for example, which itself becomes a new
-generic via a type dependence on Relation.
+The Database type hierarchy attempts to be exceedingly general; SQL-derivatives
+should subclass from the RelationalDatabase subtype, for example, which itself
+becomes a new generic via a type dependence on Relation.
 
-While relying no many constituent pieces, Databases intend to provide all needed objects
-under one roof. This includes the Engine (opens up connections to the database), Accessors
-(running select-like queries on DB data), Managers (updating DB state with sync
-insert-like actions), and Indexers (systematically caching Accessor queries). Generalized
-behavior is supported by explicitly leveraging the individual components. For example,
+While relying on many constituent pieces, Databases intend to provide all
+needed objects under one roof. This includes the Engine (opens up connections
+to the database), Accessors (running select-like queries on DB data), Managers
+(updating DB state with sync insert-like actions), and Indexers (systematically
+caching Accessor queries). Generalized behavior is supported by explicitly
+leveraging the individual components. For example,
 
 .. code-block:: python
 
@@ -28,9 +29,9 @@ behavior is supported by explicitly leveraging the individual components. For ex
             data
         )
 
-The Database also supports a few directly callable methods for simplified interaction.
-These methods manage a connection context internally, passing them through the way they
-might otherwise be handled explicitly, as seen above.
+The Database also supports a few directly callable methods for simplified
+interaction. These methods manage a connection context internally, passing them
+through the way they might otherwise be handled explicitly, as seen above.
 
 .. code-block:: python
 
@@ -41,24 +42,25 @@ might otherwise be handled explicitly, as seen above.
 
 .. admonition:: on explicit connection contexts
 
-    Older models supported Accessors/Managers that housed their own Engine instances, and
-    when performing actions like ``insert``, the Engine would be passed all the way through
-    until a Connection could be spawned, and in that context the single action would be
-    made. This model forfeits a lot of connection control, preventing multiple actions
-    under a single connection.
+    Older models supported Accessors/Managers that housed their own Engine
+    instances, and when performing actions like ``insert``, the Engine would be
+    passed all the way through until a Connection could be spawned, and in that
+    context the single action would be made. This model forfeits a lot of
+    connection control, preventing multiple actions under a single connection.
 
-    The newer model now avoids directly allowing Managers/Accessors access to their own
-    engines, and instead they expose methods that explicitly require Connection objects.
-    This means a user can invoke these methods in their own Connection contexts (seen
-    above) and group up operations as they please, reducing overhead. The Database then
-    wraps up a few single-operation contexts where outer connection control is not needed.
+    The newer model now avoids directly allowing Managers/Accessors access to
+    their own engines, and instead they expose methods that explicitly require
+    Connection objects. This means a user can invoke these methods in their own
+    Connection contexts (seen above) and group up operations as they please,
+    reducing overhead. The Database then wraps up a few single-operation
+    contexts where outer connection control is not needed.
 '''
 import logging
 
-from co3.engine   import Engine
-from co3.schema   import Schema
-from co3.manager  import Manager
-from co3.indexer  import Indexer
+from co3.engine import Engine
+from co3.schema import Schema
+from co3.manager import Manager
+from co3.indexer import Indexer
 from co3.accessor import Accessor
 
 logger = logging.getLogger(__name__)
@@ -68,27 +70,29 @@ class Database[C: Component]:
     '''
     Generic Database definition
 
-    Generic to both a Component (C), and an Engine resource type (R). The Engine's
-    generic openness must be propagated here, as it's intended to be fully abstracted away
-    under the Database roof. Note that we cannot explicitly use an Engine type in its
-    place, as it obscures its internal resource type dependence when we need it for
-    hinting here in ``__init__``.
+    Generic to both a Component (C), and an Engine resource type (R). The
+    Engine's generic openness must be propagated here, as it's intended to be
+    fully abstracted away under the Database roof. Note that we cannot
+    explicitly use an Engine type in its place, as it obscures its internal
+    resource type dependence when we need it for hinting here in ``__init__``.
 
     .. admonition:: Development TODO list
 
-        Decide on official ruling for assigning Schema objects, and verifying any
-        attempted Component-based actions (e.g., inserts, selects) to belong to or be a
-        composition of Components within an attached Schema. Reasons for: helps complete
-        the sense of a "Database" here programmatically, incorporating a more structurally
-        accurate representation of allowed operations, and prevent possible attribute and
-        type collisions. Reasons against: generally not a huge concern to align Schemas as
-        transactions will rollback, broadly increases a bit of bulk, and users often
-        expected know which components belong to a particular DB. Leaning more to **for**,
-        and would only apply to the directly supported method passthroughs (and thus would
-        have no impact on independent methods like ``Accessor.raw_select``). Additionally,
+        Decide on official ruling for assigning Schema objects, and verifying
+        any attempted Component-based actions (e.g., inserts, selects) to
+        belong to or be a composition of Components within an attached Schema.
+        Reasons for: helps complete the sense of a "Database" here
+        programmatically, incorporating a more structurally accurate
+        representation of allowed operations, and prevent possible attribute
+        and type collisions. Reasons against: generally not a huge concern to
+        align Schemas as transactions will rollback, broadly increases a bit of
+        bulk, and users often expected know which components belong to a
+        particular DB. Leaning more to **for**, and would only apply to the
+        directly supported method passthroughs (and thus would have no impact
+        on independent methods like ``Accessor.raw_select``). Additionally,
         even if component clashes don't pose serious risk, it can be helpful to
-        systematically address the cases where a misalignment is occurring (by having
-        helpful ``verify`` methods that can be ran before any actions).
+        systematically address the cases where a misalignment is occurring (by
+        having helpful ``verify`` methods that can be ran before any actions).
     '''
     _accessor_cls: type[Accessor[C]] = Accessor[C]
     _manager_cls:  type[Manager[C]]  = Manager[C]
diff --git a/co3/databases/sql.py b/co3/databases/sql.py
index 05bab40..20101f6 100644
--- a/co3/databases/sql.py
+++ b/co3/databases/sql.py
@@ -1,20 +1,18 @@
 import sqlalchemy as sa
 
-from co3.database import Database, Engine
-
-from co3.accessors.sql import RelationalAccessor, SQLAccessor
-from co3.managers.sql  import RelationalManager,  SQLManager
-
 from co3.engines import SQLEngine
+from co3.database import Database
 from co3.components import Relation, SQLTable
+from co3.managers.sql import RelationalManager, SQLManager
+from co3.accessors.sql import RelationalAccessor, SQLAccessor
 
 
 class RelationalDatabase[C: Relation](Database[C]):
     '''
     accessor/manager assignments satisfy supertype's type settings;
-    ``TabluarAccessor[Self, C]`` is of type ``type[RelationalAccessor[Self, C]]``
-    (and yes, ``type[]`` specifies that the variable is itself being set to a type or a
-    class, rather than a satisfying _instance_)
+    ``TabluarAccessor[Self, C]`` is of type ``type[RelationalAccessor[Self,
+    C]]`` (and yes, ``type[]`` specifies that the variable is itself being set
+    to a type or a class, rather than a satisfying _instance_)
     '''
     _accessor_cls: type[RelationalAccessor[C]] = RelationalAccessor[C]
     _manager_cls:  type[RelationalManager[C]]  = RelationalManager[C]
diff --git a/docs/Makefile b/doc/Makefile
similarity index 100%
rename from docs/Makefile
rename to doc/Makefile
diff --git a/docs/_templates/autosummary.md b/doc/_templates/autosummary.md
similarity index 100%
rename from docs/_templates/autosummary.md
rename to doc/_templates/autosummary.md
diff --git a/docs/_templates/autosummary/module.rst b/doc/_templates/autosummary/module.rst
similarity index 100%
rename from docs/_templates/autosummary/module.rst
rename to doc/_templates/autosummary/module.rst
diff --git a/docs/conf.py b/doc/conf.py
similarity index 100%
rename from docs/conf.py
rename to doc/conf.py
diff --git a/docs/index.md b/doc/index.md
similarity index 100%
rename from docs/index.md
rename to doc/index.md
diff --git a/docs/make.bat b/doc/make.bat
similarity index 100%
rename from docs/make.bat
rename to doc/make.bat
diff --git a/docs/reference/uri.md b/doc/reference/uri.md
similarity index 100%
rename from docs/reference/uri.md
rename to doc/reference/uri.md
diff --git a/pyproject.toml b/pyproject.toml
index c011c35..f89ef7d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,27 +1,25 @@
 [build-system]
-requires = ["setuptools", "wheel", "setuptools-git-versioning>=2.0,<3"]
+requires = ["setuptools", "wheel"]
 build-backend = "setuptools.build_meta"
 
-[tool.setuptools-git-versioning]
-enabled = true
-
 [project]
 name = "co3"
+version = "0.6.3"
 description = "Lightweight Python ORM for hierarchical storage management"
-readme = "README.md"
 requires-python = ">=3.12"
-dynamic = ["version"]
-#license = {file = "LICENSE"}
 authors = [
-  { name="Sam Griesemer", email="samgriesemer+git@gmail.com" },
+  { name="Sam Griesemer", email="git@olog.io" },
 ]
+readme = "README.md"
+license = "MIT"
 keywords = ["database", "orm"]
 classifiers = [
-    "Programming Language :: Python :: 3.12",
-    "License :: OSI Approved :: MIT License",
+    "Programming Language :: Python",
     "Operating System :: OS Independent",
     "Development Status :: 3 - Alpha",
+
     "Intended Audience :: Developers",
+    "Intended Audience :: End Users/Desktop",
 ]
 dependencies = [
     "tqdm",
@@ -31,16 +29,23 @@ dependencies = [
     "colorama",
 ]
 
+[project.scripts]
+symconf = "co3.__main__:main"
+
 [project.optional-dependencies]
-tests = ["pytest"]
-docs = [
+dev = [
+    "ipykernel",
+]
+doc = [
+    "furo",
+    "myst-parser",
     "sphinx",
     "sphinx-togglebutton",
     "sphinx-autodoc-typehints",
-    "furo",
-    "myst-parser",
 ]
-jupyter = ["ipykernel"]
+test = [
+    "pytest",
+]
 
 [project.urls]
 Homepage = "https://doc.olog.io/co3"
@@ -48,6 +53,26 @@ Documentation = "https://doc.olog.io/co3"
 Repository = "https://git.olog.io/olog/co3"
 Issues = "https://git.olog.io/olog/co3/issues"
 
+[dependency-groups]
+dev = [
+    "ipykernel",
+]
 
 [tool.setuptools.packages.find]
-include = ["co3*"] # pattern to match package names 
+include = ["co3*"]
+
+[tool.ruff]
+line-length = 79
+
+[tool.ruff.lint]
+select = ["ANN", "E", "F", "UP", "B", "SIM", "I", "C4", "PERF"]
+
+[tool.ruff.lint.isort]
+length-sort = true
+order-by-type = false
+force-sort-within-sections = false
+
+[tool.ruff.format]
+quote-style = "double"
+indent-style = "space"
+docstring-code-format = true
diff --git a/tests/co3_api_demo.py b/test/co3_api_demo.py
similarity index 100%
rename from tests/co3_api_demo.py
rename to test/co3_api_demo.py
diff --git a/tests/co3_medium_demo.py b/test/co3_medium_demo.py
similarity index 100%
rename from tests/co3_medium_demo.py
rename to test/co3_medium_demo.py
diff --git a/tests/setups/vegetables.py b/test/setups/vegetables.py
similarity index 100%
rename from tests/setups/vegetables.py
rename to test/setups/vegetables.py
diff --git a/tests/test_co3.py b/test/test_co3.py
similarity index 100%
rename from tests/test_co3.py
rename to test/test_co3.py
diff --git a/tests/test_database.py b/test/test_database.py
similarity index 100%
rename from tests/test_database.py
rename to test/test_database.py
diff --git a/tests/test_imports.py b/test/test_imports.py
similarity index 100%
rename from tests/test_imports.py
rename to test/test_imports.py
diff --git a/tests/test_mapper.py b/test/test_mapper.py
similarity index 100%
rename from tests/test_mapper.py
rename to test/test_mapper.py
diff --git a/tests/test_schema.py b/test/test_schema.py
similarity index 100%
rename from tests/test_schema.py
rename to test/test_schema.py
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..b72aa13
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,1256 @@
+version = 1
+revision = 3
+requires-python = ">=3.12"
+
+[[package]]
+name = "accessible-pygments"
+version = "0.0.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pygments" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/bc/c1/bbac6a50d02774f91572938964c582fff4270eee73ab822a4aeea4d8b11b/accessible_pygments-0.0.5.tar.gz", hash = "sha256:40918d3e6a2b619ad424cb91e556bd3bd8865443d9f22f1dcdf79e33c8046872", size = 1377899, upload-time = "2024-05-10T11:23:10.216Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8d/3f/95338030883d8c8b91223b4e21744b04d11b161a3ef117295d8241f50ab4/accessible_pygments-0.0.5-py3-none-any.whl", hash = "sha256:88ae3211e68a1d0b011504b2ffc1691feafce124b845bd072ab6f9f66f34d4b7", size = 1395903, upload-time = "2024-05-10T11:23:08.421Z" },
+]
+
+[[package]]
+name = "alabaster"
+version = "1.0.0"
+source = { registry = "https://pypi.org/simple" }
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