diff --git a/Gemfile b/Gemfile
index ff77e12ef..689a4e305 100644
--- a/Gemfile
+++ b/Gemfile
@@ -12,3 +12,8 @@ end
 gem 'minitest-slow_test'
 
 gem "debug", require: false, platform: :mri
+gem "vernier", "~> 1.0"
+gem "memory_profiler"
+
+gem "rbs"
+gem "majo"
diff --git a/Gemfile.lock b/Gemfile.lock
index 5f1f7f0fe..b7706f22e 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -54,6 +54,8 @@ GEM
       rb-fsevent (~> 0.10, >= 0.10.3)
       rb-inotify (~> 0.9, >= 0.9.10)
     logger (1.6.0)
+    majo (0.0.4)
+    memory_profiler (1.0.2)
     minitest (5.24.1)
     minitest-hooks (1.5.1)
       minitest (> 5.3)
@@ -86,18 +88,23 @@ GEM
     tzinfo (2.0.6)
       concurrent-ruby (~> 1.0)
     unicode-display_width (2.5.0)
+    vernier (1.1.0)
 
 PLATFORMS
   ruby
 
 DEPENDENCIES
   debug
+  majo
+  memory_profiler
   minitest (~> 5.21)
   minitest-hooks
   minitest-slow_test
   rake
+  rbs
   stackprof
   steep!
+  vernier (~> 1.0)
 
 BUNDLED WITH
    2.3.8
diff --git a/bin/mem_graph.rb b/bin/mem_graph.rb
new file mode 100644
index 000000000..087c0b8e7
--- /dev/null
+++ b/bin/mem_graph.rb
@@ -0,0 +1,67 @@
+class MemGraph
+  attr_reader :edges
+
+  attr_reader :checked
+
+  attr_reader :generation
+
+  def initialize(generation)
+    @generation = generation
+    @edges = []
+    @checked = Set.new.compare_by_identity
+    @checked << self
+    @checked << edges
+    @checked << checked
+  end
+
+  IVARS = Object.instance_method(:instance_variables)
+  IVGET = Object.instance_method(:instance_variable_get)
+
+  def traverse(object)
+    return if checked.include?(object)
+    checked << object
+
+    case object
+    when Array
+      object.each do |value|
+        insert_edge(object, value)
+        traverse(value)
+      end
+    when Hash
+      object.each do |key, value|
+        insert_edge(object, key)
+        insert_edge(object, value)
+
+        traverse(key)
+        traverse(value)
+      end
+    else
+      IVARS.bind_call(object).each do |name|
+        if name.is_a?(Symbol)
+          value = IVGET.bind_call(object, name)
+          traverse(value)
+          insert_edge(object, value)
+        else
+          STDERR.puts "Unexpected instance variable name: #{name} in #{object.class}"
+        end
+      end
+    end
+  end
+
+  def insert_edge(source, dest)
+    case dest
+    when Integer, Symbol, nil, true, false, Float
+    else
+      edges << [
+        "#{source.class}(#{source.__id__})",
+        "#{dest.class}(#{dest.__id__})",
+      ]
+    end
+  end
+
+  def dot
+    "digraph G {\n" + edges.uniq.map do |source, dest|
+      "  #{source} -> #{dest};"
+    end.join("\n") + "}"
+  end
+end
diff --git a/bin/mem_prof.rb b/bin/mem_prof.rb
new file mode 100644
index 000000000..7d918f6b9
--- /dev/null
+++ b/bin/mem_prof.rb
@@ -0,0 +1,102 @@
+require "objspace"
+
+class MemProf
+  attr_reader :generation
+
+  def initialize
+  end
+
+  def self.trace(io: STDOUT, &block)
+    profiler = MemProf.new
+    profiler.start
+
+    begin
+      ret = yield
+    rescue
+      ObjectSpace.trace_object_allocations_stop
+      ObjectSpace.trace_object_allocations_clear
+      raise
+    end
+
+    allocated, retained, collected = profiler.stop
+
+    counts = {}
+    collected.each do |id, entry|
+      counts[entry] ||= 0
+      counts[entry] += 1
+    end
+
+    counts.keys.sort_by {|entry| -counts[entry] }.take(200).each do |entry|
+      count = counts.fetch(entry)
+      io.puts "#{entry[0]},#{entry[1]},#{entry[2]},#{count}"
+    end
+
+    STDERR.puts "Total allocated: #{allocated.size}"
+    STDERR.puts "Total retained: #{retained.size}"
+    STDERR.puts "Total collected: #{collected.size}"
+
+    ret
+  end
+
+  def start
+    GC.disable
+    3.times { GC.start }
+    GC.start
+
+    @generation = GC.count
+    ObjectSpace.trace_object_allocations_start
+  end
+
+  def stop
+    ObjectSpace.trace_object_allocations_stop
+
+    allocated = objects()
+    retained = {}
+
+    GC.enable
+    GC.start
+    GC.start
+    GC.start
+
+    ObjectSpace.each_object do |obj|
+      next unless ObjectSpace.allocation_generation(obj) == generation
+      if o = allocated[obj.__id__]
+        retained[obj.__id__] = o
+      end
+    end
+
+    # ObjectSpace.trace_object_allocations_clear
+
+    collected = {}
+    allocated.each do |id, state|
+      collected[id] = state unless retained.key?(id)
+    end
+
+    [allocated, retained, collected]
+  end
+
+  def objects(hash = {})
+    ObjectSpace.each_object do |obj|
+      next unless ObjectSpace.allocation_generation(obj) == generation
+
+      file = ObjectSpace.allocation_sourcefile(obj) || "(no name)"
+      line = ObjectSpace.allocation_sourceline(obj)
+      klass = object_class(obj)
+
+      hash[obj.__id__] = [file, line, klass]
+    end
+
+    hash
+  end
+
+  KERNEL_CLASS_METHOD = Kernel.instance_method(:class)
+  def object_class(obj)
+    klass = obj.class rescue nil
+
+    unless Class === klass
+      # attempt to determine the true Class when .class returns something other than a Class
+      klass = KERNEL_CLASS_METHOD.bind_call(obj)
+    end
+    klass
+  end
+end
diff --git a/bin/steep-check.rb b/bin/steep-check.rb
new file mode 100755
index 000000000..157e0a41d
--- /dev/null
+++ b/bin/steep-check.rb
@@ -0,0 +1,237 @@
+#!/usr/bin/env ruby
+
+require 'pathname'
+
+$LOAD_PATH << Pathname(__dir__) + "../lib"
+
+require 'steep'
+require "fileutils"
+require "optparse"
+
+puts <<MESSAGE
+This is a single-threaded and one-process type checker for profiling.
+It runs really slow because it's not parallelized, but it's easier to profiling and analyzing the result.
+
+$ bundle exec bin/steep-check --target=app
+$ bundle exec bin/steep-check --target=app files...
+
+MESSAGE
+
+steep_file_path = Pathname("Steepfile")
+target_name = nil #: Symbol?
+profile_mode = :none #: Symbol?
+
+OptionParser.new do |opts|
+  opts.on("--steepfile=FILE") do |file|
+    steep_file_path = Pathname(file)
+  end
+  opts.on("--target=TARGET") do |target|
+    target_name = target.to_sym
+  end
+  opts.on("--profile=MODE", "vernier, memory, stackprof, none, majo, memory2, dumpall") do |mode|
+    profile_mode = mode.to_sym
+  end
+end.parse!(ARGV)
+
+command_line_args = ARGV.dup
+
+class Command
+  include Steep
+
+  attr_reader :project, :target
+
+  def initialize(steep_file_path:, target_name:)
+    @project = Project.new(steepfile_path: steep_file_path).tap do |project|
+      Project::DSL.parse(project, steep_file_path.read, filename: steep_file_path.to_s)
+    end
+
+    if target_name
+      @target = project.targets.find { _1.name == target_name}
+    else
+      @target = project.targets[0]
+    end
+
+    unless target
+      raise "!! Cannot find a target with #{target_name}: targets=[#{project.targets.map(&:name).join(", ")}]"
+    end
+  end
+
+  def load_signatures()
+    file_loader = Steep::Services::FileLoader.new(base_dir: project.base_dir)
+
+    signature_files = {}
+    file_loader.each_path_in_patterns(target.signature_pattern) do |path|
+      signature_files[path] = path.read
+    end
+
+    target.options.load_collection_lock
+
+    signature_service = Steep::Project::Target.construct_env_loader(options: target.options, project: project).yield_self do |loader|
+      Steep::Services::SignatureService.load_from(loader)
+    end
+
+    env = signature_service.latest_env
+
+    new_decls = Set[]
+
+    signature_files.each do |path, content|
+      buffer = RBS::Buffer.new(name: path.to_s, content: content)
+      buffer, dirs, decls = RBS::Parser.parse_signature(buffer)
+      env.add_signature(buffer: buffer, directives: dirs, decls: decls)
+      new_decls.merge(decls)
+    end
+
+    env.resolve_type_names(only: new_decls)
+  end
+
+  def type_check_files(command_line_args, env)
+    file_loader = Steep::Services::FileLoader.new(base_dir: project.base_dir)
+
+    source_files = {}
+    file_loader.each_path_in_patterns(target.source_pattern, command_line_args) do |path|
+      source_files[path] = path.read
+    end
+
+    definition_builder = RBS::DefinitionBuilder.new(env: env)
+    factory = AST::Types::Factory.new(builder: definition_builder)
+    builder = Interface::Builder.new(factory)
+    subtyping = Subtyping::Check.new(builder: builder)
+
+    typings = {}
+
+    source_files.each do |path, content|
+      source = Source.parse(content, path: path, factory: factory)
+
+      self_type = AST::Builtin::Object.instance_type
+
+      annotations = source.annotations(block: source.node, factory: factory, context: nil)
+      resolver = RBS::Resolver::ConstantResolver.new(builder: factory.definition_builder)
+      const_env = TypeInference::ConstantEnv.new(factory: factory, context: nil, resolver: resolver)
+
+      type_env = TypeInference::TypeEnvBuilder.new(
+        TypeInference::TypeEnvBuilder::Command::ImportGlobalDeclarations.new(factory),
+        TypeInference::TypeEnvBuilder::Command::ImportInstanceVariableAnnotations.new(annotations),
+        TypeInference::TypeEnvBuilder::Command::ImportConstantAnnotations.new(annotations),
+        TypeInference::TypeEnvBuilder::Command::ImportLocalVariableAnnotations.new(annotations)
+      ).build(TypeInference::TypeEnv.new(const_env))
+
+      context = TypeInference::Context.new(
+        block_context: nil,
+        method_context: nil,
+        module_context: TypeInference::Context::ModuleContext.new(
+          instance_type: AST::Builtin::Object.instance_type,
+          module_type: AST::Builtin::Object.module_type,
+          implement_name: nil,
+          nesting: nil,
+          class_name: AST::Builtin::Object.module_name,
+          instance_definition: factory.definition_builder.build_instance(AST::Builtin::Object.module_name),
+          module_definition: factory.definition_builder.build_singleton(AST::Builtin::Object.module_name)
+        ),
+        break_context: nil,
+        self_type: self_type,
+        type_env: type_env,
+        call_context: TypeInference::MethodCall::TopLevelContext.new(),
+        variable_context: TypeInference::Context::TypeVariableContext.empty
+      )
+
+      typing = Typing.new(source: source, root_context: context)
+      construction = TypeConstruction.new(checker: subtyping, source: source, annotations: annotations, context: context, typing: typing)
+
+      construction.synthesize(source.node)
+      typings[path] = typing
+    end
+
+    typings
+  end
+end
+
+command = Command.new(steep_file_path: Pathname.pwd + steep_file_path, target_name: target_name)
+
+puts ">> Loading RBS files..."
+env = command.load_signatures()
+
+puts ">> Type checking files with #{profile_mode}..."
+
+typings = nil
+
+GC.start(immediate_sweep: true, immediate_mark: true, full_mark: true)
+# GC.config[:rgengc_allow_major_gc] = false
+
+case profile_mode
+when :vernier
+  require "vernier"
+  out = Pathname.pwd + "tmp/typecheck-#{Process.pid}.vernier.json"
+  puts ">> Profiling with vernier: #{out}"
+  Vernier.profile(out: out.to_s) do
+    typings = command.type_check_files(command_line_args, env)
+  end
+
+when :memory
+  require 'memory_profiler'
+  out = Pathname.pwd + "tmp/typecheck-#{Process.pid}.memory.txt"
+  puts ">> Profiling with memory_profiler: #{out}"
+  classes = nil
+  report = MemoryProfiler.report(trace: classes) do
+    typings = command.type_check_files(command_line_args, env)
+  end
+  report.pretty_print(to_file: out, detailed_report: true, scale_bytes: true, retained_strings: false, allocated_strings: false)
+
+when :memory2
+  require_relative 'mem_prof'
+  out = Pathname.pwd + "tmp/typecheck-#{Process.pid}.memory2.csv"
+  puts ">> Profiling with mem_prof: #{out}"
+  generation = nil
+  out.open("w") do |io|
+    MemProf.trace(io: io) do
+      generation = GC.count
+      typings = command.type_check_files(command_line_args, env)
+    end
+  end
+
+  require_relative 'mem_graph'
+  graph = MemGraph.new(generation)
+  ObjectSpace.each_object do |obj|
+    if ObjectSpace.allocation_generation(obj) == generation
+      graph.traverse(obj)
+    end
+  end
+  (Pathname.pwd + "objects-#{Process.pid}.dot").write(graph.dot)
+
+when :stackprof
+  require "stackprof"
+  out = Pathname.pwd + "tmp/typecheck-#{Process.pid}.stackprof"
+  puts ">> Profiling with stackprof: #{out}"
+  StackProf.run(mode: :cpu, out: out, raw: true, interval: 1000) do
+    typings = command.type_check_files(command_line_args, env)
+  end
+
+when :majo
+  require "majo"
+  out = Pathname.pwd + "tmp/typecheck-#{Process.pid}.majo.csv"
+  puts ">> Profiling with majo: #{out}"
+
+  result = Majo.run do
+    typings = command.type_check_files(command_line_args, env)
+  end
+
+  out.open("w") do  |io|
+    result.report(out: io, formatter: :csv)
+  end
+
+when :dumpall
+  require "objspace"
+  out = Pathname.pwd + "tmp/dumpall-#{Process.pid}.json"
+  puts ">> Profiling with dumpall: #{out}"
+  ObjectSpace.trace_object_allocations_start
+  typings = command.type_check_files(command_line_args, env)
+  out.open('w+') do |io|
+    ObjectSpace.dump_all(output: io)
+  end
+
+when :none
+  Steep.measure("type check", level: :fatal) do
+    typings = command.type_check_files(command_line_args, env)
+  end
+end
+
+typings.size
diff --git a/lib/steep.rb b/lib/steep.rb
index a65039692..c39fbf923 100644
--- a/lib/steep.rb
+++ b/lib/steep.rb
@@ -339,3 +339,15 @@ def count_objects(title, regexp = /^Steep/, skip: false)
     end
   end
 end
+
+
+
+
+# klasses = [Set]
+# klasses.each do |klass|
+#   # steep:ignore:start
+#   def klass.new(...)
+#     super
+#   end
+#   # steep:ignore:end
+# end
diff --git a/lib/steep/interface/substitution.rb b/lib/steep/interface/substitution.rb
index 5f7ccc3db..553043744 100644
--- a/lib/steep/interface/substitution.rb
+++ b/lib/steep/interface/substitution.rb
@@ -82,6 +82,8 @@ def apply?(type)
           !instance_type.is_a?(AST::Types::Instance)
         when AST::Types::Class
           !module_type.is_a?(AST::Types::Class)
+        when AST::Types::Name::Applying
+          type.args.any? {|ty| apply?(ty) }
         else
           type.each_child.any? {|t| apply?(t) }
         end
diff --git a/lib/steep/services/signature_service.rb b/lib/steep/services/signature_service.rb
index c17920e78..b4c7332bc 100644
--- a/lib/steep/services/signature_service.rb
+++ b/lib/steep/services/signature_service.rb
@@ -228,7 +228,6 @@ def update(changes)
       end
 
       def update_env(updated_files, paths:)
-
         Steep.logger.tagged "#update_env" do
           errors = [] #: Array[RBS::BaseError]
           new_decls = Set[].compare_by_identity #: Set[RBS::AST::Declarations::t]
diff --git a/sig/steep/drivers/stats.rbs b/sig/steep/drivers/stats.rbs
index a755558f3..0be3a5f27 100644
--- a/sig/steep/drivers/stats.rbs
+++ b/sig/steep/drivers/stats.rbs
@@ -5,7 +5,6 @@ module Steep
         type: String,
         target: String,
         path: String,
-        type: String,
         typed_calls: Integer,
         untyped_calls: Integer,
         total_calls: Integer