Using codebase-analysis skill (patterns mode) on the language source. Real examples from the repo, not invented. Each pattern has: - Rule, Example, Why, When NOT to use, Source file. Topics: module org, protocol design, error handling, testing, documentation, naming, process design, smells.
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Elixir Patterns (from Source)
Prescriptive patterns extracted from elixir-lang/elixir source. "If writing new Elixir, follow these rules."
Module Organization
One Module Per Concept
Rule: Each module owns exactly one concept. If you can't name it in 2-3 words, it's too broad.
# Source: lib/elixir/lib/string.ex — String is strings. Period.
defmodule String do
@moduledoc """
Strings in Elixir are UTF-8 encoded binaries.
"""
@type t :: binary
Why: The Elixir source has zero "util" or "helper" modules. Every module has a noun name that IS the thing.
When NOT to use: Kernel is the exception — it's the implicit surface area. You don't get to make your own Kernel.
Source: Every file in lib/elixir/lib/ follows this.
@moduledoc false for Internal Modules
Rule: Internal modules that users shouldn't call get @moduledoc false.
# Source: lib/elixir/lib/code/formatter.ex
defmodule Code.Formatter do
@moduledoc false
Why: Hides from docs. Signals "this is implementation, not API." The Elixir team uses this for 30+ internal modules.
When NOT to use: If ANYONE outside your team might call it. Public API must have docs.
Protocol Design
Protocols for External Extension
Rule: Define a protocol when users need to extend behavior for their own types.
# Source: lib/elixir/lib/collectable.ex
defprotocol Collectable do
@doc """
Returns an initial accumulation value and a "collector" function.
"""
@spec into(t) :: {initial_acc :: term, collector(term)}
def into(collectable)
end
Why: Protocols dispatch on the first argument's type. They're the extension point for "I made a new data structure and want it to work with Enum."
When NOT to use: When you control all implementations. Use behaviours instead. Protocols are for open extension; behaviours are for closed contracts.
Only 6 Stdlib Protocols
Rule: Be conservative defining protocols. The Elixir stdlib has only 6 in 15 years.
Enumerable— iterate over thingsCollectable— put things into containersInspect— debug representationString.Chars— convert to stringList.Chars— convert to charlistJSON.Encoder— JSON serialization (added 2024)
Why: Each protocol is a permanent API commitment. Once defined, every type in the ecosystem may implement it.
When NOT to use: Don't define a protocol for something only your app needs. A behaviour or function argument is cheaper.
Error Handling
Tagged Tuples for Expected Failures
Rule: Return {:ok, value} or {:error, reason} for operations
that can fail in expected ways.
# Source: lib/elixir/lib/file.ex
@spec read(Path.t()) :: {:ok, binary} | {:error, posix}
def read(path) do
case :file.read_file(path) do
{:ok, binary} -> {:ok, binary}
{:error, reason} -> {:error, reason}
end
end
Why: Pattern matching makes handling explicit. The caller MUST decide what to do with errors — they can't accidentally ignore them.
When NOT to use: For programmer errors (bugs). Those should raise.
File.read! raises; File.read returns tuples.
Bang Functions for "Should Never Fail"
Rule: Provide function! variant that raises on error. Use when
failure means a bug in the caller.
# Convention: function returns {:ok, _} | {:error, _}
# function! raises on error
File.read("path") # => {:ok, "..."} | {:error, :enoent}
File.read!("path") # => "..." | raises File.Error
Why: The ! signals to the reader: "I expect this to succeed. If
it doesn't, crash." This is intentional — crashing is the correct
response to unexpected errors in OTP.
When NOT to use: When failure is expected and the caller should handle it (use tagged tuples).
Testing
CaseTemplate for Shared Setup
Rule: Use ExUnit.CaseTemplate when multiple test files share
setup logic.
# Source: lib/ex_unit/lib/ex_unit/case_template.ex
defmodule MyApp.DataCase do
use ExUnit.CaseTemplate
setup tags do
:ok = Ecto.Adapters.SQL.Sandbox.checkout(MyApp.Repo)
unless tags[:async] do
Ecto.Adapters.SQL.Sandbox.mode(MyApp.Repo, {:shared, self()})
end
:ok
end
end
Why: Inheritance via use is how Phoenix's ConnCase/DataCase work.
This pattern comes directly from ExUnit itself.
When NOT to use: For helpers that don't need lifecycle callbacks.
Simple import is cleaner for utility functions.
async: true by Default
Rule: Mark tests async: true unless they touch shared state.
Why: Async tests run in parallel. The Elixir stdlib tests show that most tests CAN be async — only database/file/process tests need serialization.
When NOT to use: Tests that modify global state, shared files, or named processes.
Documentation
Every Public Function Gets @doc + @spec
Rule: All public functions have both @doc and @spec.
# Source: lib/elixir/lib/enum.ex
@doc """
Returns `true` if all elements in `enumerable` are truthy.
"""
@spec all?(t) :: boolean
def all?(enumerable) when is_list(enumerable) do
Why: Specs enable Dialyzer checking. Docs generate ExDoc pages. The Elixir stdlib has zero undocumented public functions.
When NOT to use: @moduledoc false modules skip docs (they're
internal).
@type t for Structs
Rule: Every struct defines @type t with field types.
# Source: lib/elixir/lib/kernel.ex (defstruct docs)
defmodule User do
defstruct name: "John", age: 25
@type t :: %__MODULE__{name: String.t(), age: non_neg_integer}
end
Why: Enables Dialyzer to catch type mismatches at struct boundaries.
Without @type t, struct fields are effectively untyped.
Naming
Modules Are Nouns
Rule: Module names are nouns. Never verbs, never adjectives.
String, Enum, Map, File, Logger, GenServer
Why: A module IS a thing. Functions are what you DO with that thing.
String.split/2 reads as "take a String, split it."
When NOT to use: Mix tasks (they're commands: Mix.Tasks.Deps.Get).
Functions Are Verbs
Rule: Function names start with a verb (or are a question with ?).
Enum.map/2, String.split/2, File.read/1, Enum.empty?/1
Why: module.verb(subject) reads as a sentence.
Underscore Prefix for Unused
Rule: Prefix unused variables with _.
def handle_info(_message, state), do: {:noreply, state}
Why: Compiler warning suppression AND documentation that the value is intentionally ignored.
Process Design
GenServer for Stateful Services
Rule: Use GenServer when you need mutable state that outlives a request.
# Source: lib/iex/lib/iex/broker.ex
defmodule IEx.Broker do
use GenServer
# ...
end
Why: GenServer gives you: message serialization, supervision tree
integration, hot code upgrade, :sys debugging.
When NOT to use: Stateless transformations (just use functions). One-off concurrent work (use Task). Accumulating state within a request (use recursion or reduce).
Agent for Simple State
Rule: Use Agent when you only need get/update on a value — no complex message handling.
# Source: lib/mix/lib/mix/tasks_server.ex
defmodule Mix.TasksServer do
use Agent
end
Why: Agent is GenServer with the common case optimized. Less boilerplate for "I just need a mutable box."
When NOT to use: When you need handle_info, timeouts, or multiple
operations that must be atomic.
Smells
GenEvent (Deprecated Pattern)
# Source: lib/elixir/lib/gen_event.ex
@moduledoc deprecated: "Use one of the alternatives described below"
The Elixir team deprecated their own GenEvent. Alternatives: Registry + GenServer, or Phoenix.PubSub. Lesson: event buses that try to do everything are worse than composed primitives.
Version-Gated TODOs (Deferred Cleanup)
# TODO: Remove me on v2.0
# TODO: Deprecate me on Elixir v1.23
127 of these exist. They're not smells in the "bad code" sense — they're discipline. But if YOUR code has TODOs without version targets, that IS a smell.
@moduledoc false Proliferation
30+ internal modules in the stdlib. If your app has this many, you may be over-splitting. Internal modules should be rare in application code — they're appropriate for libraries and frameworks.