diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md
index 9f1e9fd..2f5cfab 100644
--- a/.github/CONTRIBUTING.md
+++ b/.github/CONTRIBUTING.md
@@ -37,7 +37,7 @@ run --all-files` to check even without installing the hook.
 
 # Testing
 
-Use PyTest to run the unit checks:
+Use pytest to run the unit checks:
 
 ```bash
 pytest
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index c1eac3c..2700384 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -6,6 +6,6 @@ updates:
     schedule:
       interval: "daily"
     ignore:
-      # Offical actions have moving tags like v1
+      # Official actions have moving tags like v1
       # that are used, so they don't need updates here
       - dependency-name: "actions/*"
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 8dbf97b..dab4712 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -41,5 +41,31 @@ repos:
   hooks:
   - id: mypy
     files: ^(src|tests)
-    args: []
+    args: [--show-error-codes]
     additional_dependencies: [numpy==1.22.*, pytest, importlib_metadata]
+
+- repo: https://github.com/pre-commit/pygrep-hooks
+  rev: v1.9.0
+  hooks:
+  - id: python-check-blanket-noqa
+  - id: python-check-blanket-type-ignore
+  - id: python-no-log-warn
+  - id: python-no-eval
+  - id: python-use-type-annotations
+  - id: rst-backticks
+  - id: rst-directive-colons
+  - id: rst-inline-touching-normal
+
+- repo: https://github.com/codespell-project/codespell
+  rev: v2.1.0
+  hooks:
+  - id: codespell
+    args: ["-L", "hist,thist,ans,nd,gaus"]
+
+- repo: local
+  hooks:
+  - id: disallow-caps
+    name: Disallow improper capitalization
+    language: pygrep
+    entry: PyBind|Numpy|Cmake|CCache|Github|PyTest
+    exclude: .pre-commit-config.yaml
diff --git a/docs/index.rst b/docs/index.rst
index a0bb04f..0f925f9 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -1,7 +1,7 @@
 .. uhi documentation master file, created by
    sphinx-quickstart on Tue Jan 19 16:19:27 2021.
    You can adapt this file completely to your liking, but it should at least
-   contain the root `toctree` directive.
+   contain the root ``toctree`` directive.
 
 UHI: Unified Histogram Interface
 =================================
diff --git a/docs/indexing.rst b/docs/indexing.rst
index 81caf7f..631048c 100644
--- a/docs/indexing.rst
+++ b/docs/indexing.rst
@@ -82,7 +82,7 @@ are slices, and follow the rules listed above. This looks like:
     h[{7: slice(0, 2, bh.rebin(4))}]       # slice and rebin axis 7
 
 
-If you don't like manually building slices, you can use the `Slicer()` utility
+If you don't like manually building slices, you can use the ``Slicer()`` utility
 to recover the original slicing syntax inside the dict:
 
 .. code:: python3
@@ -118,8 +118,8 @@ Rejected proposals or proposals for future consideration, maybe ``hist``-only:
 
 .. code:: python3
 
-   h2 = h[1.0j:2.5j + 1] # Adding a j suffix to a number could be used in place of `loc(x)`
-   h2 = h[1.0] # Floats in place of `loc(x)`: too easy to make a mistake
+   h2 = h[1.0j:2.5j + 1] # Adding a j suffix to a number could be used in place of ``loc(x)``
+   h2 = h[1.0] # Floats in place of ``loc(x)``: too easy to make a mistake
 
 Examples
 --------
@@ -255,7 +255,7 @@ Basic implementation example (WIP):
        "When used in the start or stop of a Histogram's slice, x is taken to be the position in data coordinates."
        def __init__(self, value, offset):
            self.value = value
-           self.offset = offest
+           self.offset = offset
 
        # supporting __add__ and __sub__ also recommended
 
diff --git a/docs/plotting.rst b/docs/plotting.rst
index 9ca994a..82dc351 100644
--- a/docs/plotting.rst
+++ b/docs/plotting.rst
@@ -24,7 +24,7 @@ Plotters should only depend on the methods and attributes listed below. In short
 
 Axes have:
 
-* ``ax[i]``: A tuple of (lower, upper) bin, or the discrete bin value (integer or sting)
+* ``ax[i]``: A tuple of (lower, upper) bin, or the discrete bin value (integer or string)
 * ``len(ax)``: The number of bins
 * Iteration is supported
 * ``ax.traits.circular``: True if circular
diff --git a/src/uhi/numpy_plottable.py b/src/uhi/numpy_plottable.py
index 5dd52ae..b0ba758 100644
--- a/src/uhi/numpy_plottable.py
+++ b/src/uhi/numpy_plottable.py
@@ -69,14 +69,14 @@ def __getitem__(self, index: int) -> Tuple[float, float]:
         Get the pair of edges (not discrete) or bin label (discrete).
         """
 
-        return tuple(self.edges[index])  # type: ignore
+        return tuple(self.edges[index])  # type: ignore[return-value]
 
     def __len__(self) -> int:
         """
         Return the number of bins (not counting flow bins, which are ignored
         for this Protocol currently).
         """
-        return self.edges.shape[0]  # type: ignore
+        return self.edges.shape[0]  # type: ignore[no-any-return]
 
     def __eq__(self, other: Any) -> bool:
         """
@@ -133,14 +133,14 @@ def __init__(
         self._variances = variances
 
         if len(bins) == 1 and isinstance(bins[0], tuple):
-            (bins,) = bins  # type: ignore
+            (bins,) = bins  # type: ignore[assignment]
 
         if len(bins) == 0:
             bins = tuple([None] * len(hist.shape))
 
         self.kind = kind
         self.axes: Sequence[PlottableAxis] = [
-            _bin_helper(shape, b) for shape, b in zip(hist.shape, bins)  # type: ignore
+            _bin_helper(shape, b) for shape, b in zip(hist.shape, bins)  # type: ignore[arg-type]
         ]
 
     def __repr__(self) -> str:
@@ -184,7 +184,7 @@ def __init__(self, tAxis: Any) -> None:
         self.tAx = tAxis
 
     def __len__(self) -> int:
-        return self.tAx.GetNbins()  # type: ignore
+        return self.tAx.GetNbins()  # type: ignore[no-any-return]
 
     def __getitem__(self, index: int) -> Any:
         pass
@@ -226,7 +226,7 @@ def traits(self) -> PlottableTraits:
         return Traits(circular=False, discrete=True)
 
     def __getitem__(self, index: int) -> str:
-        return self.tAx.GetBinLabel(index + 1)  # type: ignore
+        return self.tAx.GetBinLabel(index + 1)  # type: ignore[no-any-return]
 
     def __iter__(self) -> Iterator[str]:
         for i in range(len(self)):
@@ -248,7 +248,7 @@ def __init__(self, thist: Any) -> None:
 
     @property
     def name(self) -> str:
-        return self.thist.GetName()  # type: ignore
+        return self.thist.GetName()  # type: ignore[no-any-return]
 
 
 class ROOTPlottableHistogram(ROOTPlottableHistBase):
@@ -264,13 +264,13 @@ def kind(self) -> str:
         return Kind.COUNT
 
     def values(self) -> "np.typing.NDArray[Any]":
-        return _roottarray_asnumpy(self.thist, shape=self._shape)[  # type: ignore
+        return _roottarray_asnumpy(self.thist, shape=self._shape)[  # type: ignore[no-any-return]
             tuple([slice(1, -1)] * len(self._shape))
         ]
 
     def variances(self) -> "np.typing.NDArray[Any]":
         if self.hasWeights:
-            return _roottarray_asnumpy(self.thist.GetSumw2(), shape=self._shape)[  # type: ignore
+            return _roottarray_asnumpy(self.thist.GetSumw2(), shape=self._shape)[  # type: ignore[no-any-return]
                 tuple([slice(1, -1)] * len(self._shape))
             ]
         else:
@@ -281,7 +281,7 @@ def counts(self) -> "np.typing.NDArray[Any]":
             return self.values()
 
         sumw = self.values()
-        return np.divide(  # type: ignore
+        return np.divide(  # type: ignore[no-any-return]
             sumw ** 2,
             self.variances(),
             out=np.zeros_like(sumw, dtype=np.float64),
@@ -298,12 +298,12 @@ def kind(self) -> str:
         return Kind.MEAN
 
     def values(self) -> "np.typing.NDArray[Any]":
-        return np.array(  # type: ignore
+        return np.array(  # type: ignore[no-any-return]
             [self.thist.GetBinContent(i) for i in range(self.thist.GetNcells())]
         ).reshape(self._shape, order="F")[tuple([slice(1, -1)] * len(self._shape))]
 
     def variances(self) -> "np.typing.NDArray[Any]":
-        return (  # type: ignore
+        return (  # type: ignore[no-any-return]
             np.array([self.thist.GetBinError(i) for i in range(self.thist.GetNcells())])
             ** 2
         ).reshape(self._shape, order="F")[tuple([slice(1, -1)] * len(self._shape))]
@@ -313,12 +313,12 @@ def counts(self) -> "np.typing.NDArray[Any]":
             tuple([slice(1, -1)] * len(self._shape))
         ]
         if not (self.thist.GetSumw2() and self.thist.GetSumw2N()):
-            return sumw  # type: ignore
+            return sumw  # type: ignore[no-any-return]
 
         sumw2 = _roottarray_asnumpy(self.thist.GetSumw2(), shape=self._shape)[
             tuple([slice(1, -1)] * len(self._shape))
         ]
-        return np.divide(  # type: ignore
+        return np.divide(  # type: ignore[no-any-return]
             sumw ** 2,
             sumw2,
             out=np.zeros_like(sumw, dtype=np.float64),
diff --git a/tests/test_uhi.py b/tests/test_uhi.py
index 1f1fbc7..143813f 100644
--- a/tests/test_uhi.py
+++ b/tests/test_uhi.py
@@ -9,4 +9,4 @@
 
 
 def test_version() -> None:
-    assert __version__ == metadata.version("uhi")  # type: ignore
+    assert __version__ == metadata.version("uhi")  # type: ignore[no-untyped-call]