diff --git a/README.md b/README.md
index f5c7cd7..f2a0347 100644
--- a/README.md
+++ b/README.md
@@ -1,12 +1,175 @@
 # README
 
-## files
+A bunch of functionality in here, but the main one is `store.load_or_create`.
+It might get its own package someday, when it's less before-pre-alpha-sneakpeak-demo as it's now.
 
-______________________________________________________________________
-|.gitignore		|a list of unshared files|
-|makefile|dev tools for installing, publisizing etc.|
-|pyproject.toml	|project metadata|
-|requirements.txt |python dependencies|
-|setup.py|necessary for `pip install -e .`|
-|src/main.py|first file that gets called|
---------------------------------------------
+## load_or_create
+
+### the status quo
+
+A common pattern is:
+```python
+def load_obj(path):
+    ""
+
+def save_obj(obj, path):
+    ""
+
+def create_obj(*args, **kwargs):
+    ""
+
+def infer_path(obj_id):
+    return "./obj/" + str(obj_id)
+
+obj_id = 0
+path = infer_path(obj_id)
+if path.exists():
+    obj = load_obj(load)
+else:
+    obj = create_obj(obj_id, some_kwarg=0)
+    save_obj(obj, path)
+```
+
+And in some cases, you want to create and save many variations of the object.
+It might be better to hash it's characteristics and use that as part of the path.
+
+```python
+import sha256
+import json
+
+def infer_path(obj_id, **some_other_kwargs):
+    hash = str(sha256(json.dumps(some_other_kwargs)).hexdigest())
+    return "./obj/" + hash + ".pkl"
+```
+
+### the problem
+
+The above is fine and dandy, but when someone wants to use your obj,
+they'd need to keep track of 4 separate functions.
+
+You can dress it up as such:
+```python
+def get_obj(obj_id, *args, **kwargs):
+    path = infer_path(obj_id)
+    if path.exists():
+        obj = load_obj(load)
+    else:
+        obj = create_obj(obj_id, some_kwarg=0)
+        save_obj(obj, path)
+    return obj
+```
+But that takes a lot of freedom away from your user, who might have their
+own ideas on where the object should be stored.
+
+### the solution
+
+```python
+from jo3util.store import load_or_create
+get_obj = load_or_create(
+    load=load_obj,
+    save=save_obj,
+    path_fn=infer_path,
+)(create_obj)
+
+obj = get_obj(obj_id, some_kwarg=0)
+
+path_of_obj_0 = get_obj.path(obj_id, some_kwarg=0)
+path_of_obj_1 = get_obj.path_of_obj(obj)
+assert path_of_obj_0 ==  path_of_obj_1
+```
+
+You can now elegantly pack the four functions together.
+But you still have the flexibility to alter the path function on the fly:
+
+```python
+get_obj.path_fn = lambda hash: f"./{hash}.pkl"
+```
+
+Now, storing different objects of which one is dependent on the other, becomes intuitive and elegant:
+
+```python
+get_human = load_or_create(
+    path_fn=lambda name: "./" + name + "/body.txt"
+)(lambda name: name)
+get_finger_print = load_or_create(
+    path_fn=lambda finger: get_human.dir_from_obj(human) / f"{finger}.print"
+)(lambda human, finger: f"{human}'s finger the {finger}")
+
+assert not get_human.path("john").exists()
+human = get_human("john")
+assert get_human.path("john").exists()
+
+finger_print = get_finger_print(human, "thumb")
+assert get_finger_print.path(human, "thumb") == "./john/thumb.print"
+```
+
+The Finger print is now always stored in the same directory as where the human's `body.txt` is stored.
+You don't need to keep track of the location of `body.txt`.
+
+
+### under the hood
+
+The main trick is to match the parameter names of the `create` function (in our case `create_obj`)
+with those of the three other subfunctions (in our case `load_obj`, `save_obj` and `infer_path`).
+
+The three subfunctions's allowed parameters are mostly a non-strict superset of the create function's
+parameters.
+
+When you call `get_obj`, something like this happens:
+
+```python
+def call_fn_with_filtered_arguments(fn, *args, **kwargs):
+    """ call fn with only the subset of args and kwargs that fn expects.
+    """
+    path_parameters = get_parameters_that_fn_expects(infer_path)
+    # in reality we first infer the args name, for positional arguments.
+    args = [arg for arg in args if arg in path_parameters]
+    kwargs = {key: arg for key, arg in kwargs.items() if key in path_parameters}
+    return infer_path(*args, **kwargs)
+
+def get_obj_pseudo_code(*args, **kwargs):
+    hash = some_hash_fn(*args, **kwargs)
+    path = call_fn_with_filtered_arguments(infer_path, *args, hash=hash, **kwargs)
+    if path.exists():
+        return call_fn_with_filtered_arguments(
+            load_obj,
+            *args,
+            path=path,
+            file=open(path, "rb"),
+            **kwargs
+        )
+
+    obj = create_obj(*args, **kwargs)
+    call_fn_with_filtered_arguments(
+        save_obj,
+        qbj,
+        *args,
+        path=path,
+        file=open(path, "wb"),
+        **kwargs
+    )
+    return obj
+```
+
+So, the load, save and path functions you provide do not have to have the same signature as the create
+function does, but you can call them _as if_ they are the create function.
+
+### philosophy
+
+The main idea is that some object's storage location should be inferrable from the arguments 
+during its creation call.
+
+In reality, we tend to separately keep track of some object's path, its arguments and itself.
+This tends to go bad when we need to load, save or create the object in some other context.
+It becomes easy to forget where some object ought to be stored. 
+Or it can happen that or different places where the same object is handled, have different opinions on storage location.
+
+It can lead to duplicates; forgetting where the object was stored; or losing a folder of data
+because the folder is too unwieldy to salvage.
+
+By packaging a function with it's load and save countparts and a default storage location, we don't
+need to worry about storage location anymore and can focus on creating and using our objects.
+
+If we ever do change our minds on the ideal storage location, then there is an obvious central place
+where we can change it, and that change then easily immediately applies to _all_ the places where
+some object's path needs to be determined.
diff --git a/pyproject.toml b/pyproject.toml
index 3cf94dc..540ba49 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 
 [project]
 name = "jo3util"
-version = "0.0.17"
+version = "0.0.18"
 description = ""
 dependencies = []
 dynamic = ["readme"]
diff --git a/src/store.py b/src/store.py
index 5b8e4ff..3650ee5 100644
--- a/src/store.py
+++ b/src/store.py
@@ -96,7 +96,7 @@ class inner(load_or_create):
 
         self.save_wrapper(obj, *args, **{"path": path} | kwargs)
         if "file" in self.save_arg_names: self.hash_obj({"path": path} | kwargs)
-        if self.save_json: path.with_suffix(".json").write_bytes(self.to_json(**kwargs))
+        if self.save_json: path.with_suffix(".kwargs.json").write_bytes(self.to_json(**kwargs))
 
         return obj