diff --git a/docs/notORM.md b/docs/notORM.md
new file mode 100644
index 0000000..d62e22e
--- /dev/null
+++ b/docs/notORM.md
@@ -0,0 +1,108 @@
+# HTTP.sh's notORM, the not quite arbitrary data store
+
+notORM aims to be a generic interface between bash and databases, for storing ASCII and
+UTF-8 strigns. Currently it only supports file-backed CSV-like stores, but our aim is to
+make it talk with several SQL databases, exposing a common API to the application.
+
+For some examples, check out [unit tests](../tests/04-notORM.sh).
+
+## What notORM can't do
+
+- store 0x00, 0x01 and 0x02; Other non-printable characters are unsupported, but may work.
+- do complex matches. those can be reimplemented manually with `data_iter`
+- guarantee full security. data does get sanitized, but remember to treat unsafe input
+  very carefully.
+- cook you dinner (haven't tried tho)
+
+## Public functions
+
+The API is still evolving. Functions marked in italics are to be deprecated:
+
+- data_add (adds an entry. creates a store if it does not exist)
+- data_get (retrieves the first entry that matches constraints)
+- data_iter (calls an user-defined function on every match)
+- *data_replace_value* (replaces one cell on all rows that match)
+- data_replace (replaces a row with a bash array on all rows that match)
+- data_yeet (removes all rows that match)
+
+For in-depth descriptions, see references in `src/notORM.sh`. Each function has some usage
+notes in a comment above it.
+
+## Calling conventions
+
+Currently, notORM supports two calling conventions for calls that select data:
+- original (positional arguments, different for every function)
+- improved (special selectors, generic for all getters).
+
+It is recommended to only use the improved calling convention:
+
+```
+COMMAND STORE_PATH { SEARCH } [additional_args]
+COMMAND STORE_PATH { SEARCH COLUMN } [additional_args]
+COMMAND STORE_PATH { SEARCH COLUMN } { SEARCH COLUMN } (...) [additional_args]
+```
+
+- `COMMAND` can be one of `data_get`, `data_iter`, `data_yeet`. (`data_replace` in
+  a future version, TBD)
+- `STORE_PATH` selects a specific notORM store file
+- `{` is a literal curly brace. it has to be paired with `}` after a search term.
+- `SEARCH` is a literal that has to match when selecting a row. Optional, left out matches
+  all possible rows.
+- `COLUMN` specifies which column the `SEARCH` term should be matched on. 0-indexed,
+  optional, defaults to 0 (usually unique key or autoincrement ID)
+- `}` is a literal closing curly brace. it may be followed by another `{`, or
+  command-specific arguments.
+
+### Example usage
+
+```
+data_get storage/asdf.dat { "meow" }   # matches "meow" on 0th column
+data_get storage/asdf.dat { "meow" 1 } # matches "meow" on 1st column
+data_get storage/asdf.dat { "meow" 1 } { 1337 } # matches "meow" on 1st, and "1337" on 0th
+data_get storage/asdf.dat { } # matches first record in the store
+```
+
+## Autoincrement key
+
+By default, all keys are modified manually. That is, what you put in is what you take out.
+`data_add` has a special mode which inserts a number as the 0th element in each entry:
+
+```
+data_add STORE_PATH ARRAY AUTOINCREMENT
+```
+
+It's important to warn that in the current impl this is much more resource-intensive than
+a plain `data_add`, as it needs to find the last element in the store and increment the
+counter. A rewrite is pending.
+
+### Example usage
+
+```
+a=(123 456)
+data_add store a true
+data_get store { }
+declare -p res # res=(0 123 456)
+```
+
+## Iterators
+
+```
+data_iter STORE_PATH { ... } CALLBACK
+```
+
+`CALLBACK` is the name of an user-defined function that will get called on every matched
+entry. Common debug value is `x`, which will run `declare -p data`, listing all records.
+
+Returning value `255` from the callback will terminate the iterator.
+
+### Example usage
+
+```
+cb() {
+	echo "${data[0]}"
+}
+data_iter store { } cb
+```
+
+Depending on your coding style, calling `unset` on the function after use may be desired.
+
diff --git a/tests/04-notORM.sh b/tests/04-notORM.sh
index 2ad6764..7a257bf 100644
--- a/tests/04-notORM.sh
+++ b/tests/04-notORM.sh
@@ -106,7 +106,32 @@ notORM_backslashes() {
 		fi
 
 		return 0
-	}	
+	}
+
+	cleanup() {
+		rm "$store"
+	}
+}
+
+notORM_add_autoincrement() {
+	prepare() {
+		a=("meow" "nyaa")
+		data_add "$store" a true
+		data_add "$store" a true
+		a=("nyaa" "...")
+		data_add "$store" a true
+	}
+
+	tst() {
+		data_get "$store" { 2 } { "..." 2 } || return 1
+		echo -n "${res[1]}"
+	}
+
+	match="nyaa"
+
+	cleanup() {
+		rm "$store"
+	}
 }
 
 subtest_list=(
@@ -119,4 +144,5 @@ subtest_list=(
 	notORM_yeet_multiple_filters
 	notORM_replace_oldsyntax
 	notORM_backslashes
+	notORM_add_autoincrement
 )