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AI code archaeology
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lib/ai/tools/file/edit/omfg.ex
defmodule AI.Tools.File.Edit.OMFG do
@moduledoc """
!@#$%^&*()_+ agents and their %$#@ing parameter shenanigans.
## Goddamn Calling Patterns This Handles
### The "Patch" Shenanigans
- `{"patch": "some instruction"}` → converts to proper instructions format
- `{"changes": [{"patch": "..."}]}` → normalizes patch params within changes
### The "Insert After/Before" Madness
- `{"insert_after": "anchor", "content": "new stuff"}` → natural language instructions
- `{"insert_before": "anchor", "content": "new stuff"}` → natural language instructions
- Uses `pattern` field as anchor if provided, otherwise "the specified location"
### The "Context + Pattern" Confusion
- `{"context": "...", "pattern": "old", "content": "new"}` → exact string matching
- `{"pattern": "find this", "replacement": "replace with"}` → old_string/new_string
- `{"pattern": "modify this"}` → natural language instruction when no replacement
### The "Diff-Style Patch" Nightmare
- Parses `*** Begin Patch` / `@@` / `---` / `+++` format patches
- Extracts meaningful `+` and `-` lines into "Add:" / "Remove:" instructions
- Falls back to using entire diff as instruction if parsing fails
### Multiple Shenanigans Simultaneously
- Handles agents that use multiple insane patterns in one request
- Preserves unknown parameters for debugging (doesn't break on mystery params)
- Processes top-level patch + changes array without losing data
"""
@doc """
Normalize agent parameter chaos into something resembling sanity.
Takes whatever creative parameter combinations agents dream up and
attempts to convert them into the expected format for the file edit tool.
Returns `{:ok, normalized_args}` or `{:error, reason}` if the shenanigans
are too creative even for us to handle.
"""
@spec normalize_agent_chaos(map()) ::
{:ok, map()}
| {:error, String.t()}
| AI.Tools.args_error()
def normalize_agent_chaos(args) when is_map(args) do
with {:ok, args} <- patch_the_patch(args),
{:ok, args} <- handle_insert_after_before(args),
{:ok, args} <- handle_context_pattern(args),
{:ok, args} <- handle_diff_style_patches(args),
{:ok, args} <- hoist_top_level_replace_all(args) do
{:ok, args}
end
end
def normalize_agent_chaos(args) do
{:error, :invalid_argument, "Expected an object, but got: #{inspect(args)}"}
end
# LLMs sometimes place `replace_all` at the top level of the tool call args
# instead of inside each change object. Move it down into changes that don't
# already specify it, then remove the top-level key so parameter validation
# doesn't reject it as unknown.
defp hoist_top_level_replace_all(%{"replace_all" => replace_all, "changes" => changes} = args)
when is_boolean(replace_all) and is_list(changes) do
changes =
Enum.map(changes, fn change ->
Map.put_new(change, "replace_all", replace_all)
end)
{:ok, args |> Map.delete("replace_all") |> Map.put("changes", changes)}
end
defp hoist_top_level_replace_all(args), do: {:ok, args}
# Handle agents trying to use "patch" parameter instead of "instructions"
defp patch_the_patch(%{"patch" => patch, "changes" => existing_changes} = args) do
# If there are existing changes, prepend the patch as the first change
new_changes = [%{"instructions" => patch} | existing_changes]
args
|> Map.delete("patch")
|> Map.put("changes", new_changes)
|> then(&{:ok, &1})
end
defp patch_the_patch(%{"patch" => patch} = args) do
args
|> Map.delete("patch")
|> Map.put("changes", [%{"instructions" => patch}])
|> then(&{:ok, &1})
end
defp patch_the_patch(%{"changes" => changes} = args) do
changes =
changes
|> Enum.map(fn
%{"patch" => patch} -> %{"instructions" => patch}
other -> other
end)
{:ok, Map.put(args, "changes", changes)}
end
defp patch_the_patch(args), do: {:ok, args}
# Handle agents using insert_after/insert_before parameters
defp handle_insert_after_before(%{"changes" => changes} = args) do
normalized_changes =
changes
|> Enum.map(fn
change when is_map(change) ->
cond do
Map.has_key?(change, "insert_after") -> convert_insert_after(change)
Map.has_key?(change, "insert_before") -> convert_insert_before(change)
true -> change
end
other ->
other
end)
cond do
Enum.all?(normalized_changes, &is_map(&1)) ->
{:ok, Map.put(args, "changes", normalized_changes)}
true ->
{:error, :invalid_argument, "All entries in changes must be objects"}
end
end
defp handle_insert_after_before(args), do: {:ok, args}
# Convert insert_after to natural language instructions
defp convert_insert_after(%{"insert_after" => content} = change) do
anchor = Map.get(change, "pattern", "the specified location")
new_content = Map.get(change, "content", content)
instruction = "After #{anchor}, insert the following content:\n#{new_content}"
%{"instructions" => instruction}
end
# Convert insert_before to natural language instructions
defp convert_insert_before(%{"insert_before" => content} = change) do
anchor = Map.get(change, "pattern", "the specified location")
new_content = Map.get(change, "content", content)
instruction = "Before #{anchor}, insert the following content:\n#{new_content}"
%{"instructions" => instruction}
end
# Handle agents using context + pattern combinations
defp handle_context_pattern(%{"changes" => changes} = args) do
normalized_changes =
changes
|> Enum.map(fn change ->
case change do
%{"context" => _context, "pattern" => _pattern} = change_map ->
convert_context_pattern(change_map)
%{"pattern" => _pattern} = change_map when not is_map_key(change_map, "old_string") ->
convert_pattern_only(change_map)
other ->
other
end
end)
{:ok, Map.put(args, "changes", normalized_changes)}
end
defp handle_context_pattern(args), do: {:ok, args}
# Convert context + pattern to exact string matching
defp convert_context_pattern(%{"pattern" => pattern} = change) do
new_content = Map.get(change, "content", Map.get(change, "replacement", ""))
if new_content != "" do
%{
"old_string" => pattern,
"new_string" => new_content
}
else
instruction = "Find and modify the code matching: #{pattern}"
%{"instructions" => instruction}
end
end
# Convert pattern-only to natural language
defp convert_pattern_only(%{"pattern" => pattern} = change) do
content = Map.get(change, "content", "")
if content != "" do
instruction = "Find the code matching #{pattern} and replace it with:\n#{content}"
%{"instructions" => instruction}
else
instruction = "Modify the code matching: #{pattern}"
%{"instructions" => instruction}
end
end
# Handle diff-style patch formats
defp handle_diff_style_patches(%{"changes" => changes} = args) do
normalized_changes =
changes
|> Enum.map(fn change ->
case change do
%{"instructions" => instructions} when is_binary(instructions) ->
if String.contains?(instructions, ["*** Begin Patch", "@@", "--- ", "+++ "]) do
convert_diff_patch(instructions)
else
change
end
other ->
other
end
end)
{:ok, Map.put(args, "changes", normalized_changes)}
end
defp handle_diff_style_patches(args), do: {:ok, args}
# Convert diff-style patch to natural language instructions
defp convert_diff_patch(diff_content) do
# Extract meaningful changes from diff format
instruction =
diff_content
|> String.split("\n")
|> Enum.reduce([], fn line, acc ->
cond do
String.starts_with?(line, "+") and not String.starts_with?(line, "+++") ->
added_line = String.slice(line, 1..-1//1)
["Add: #{added_line}" | acc]
String.starts_with?(line, "-") and not String.starts_with?(line, "---") ->
removed_line = String.slice(line, 1..-1//1)
["Remove: #{removed_line}" | acc]
true ->
acc
end
end)
|> Enum.reverse()
|> Enum.join("\n")
if String.length(instruction) > 0 do
%{"instructions" => "Apply the following changes:\n#{instruction}"}
else
# Fallback: use the entire diff as instruction
%{"instructions" => "Apply this patch:\n#{diff_content}"}
end
end
end