diff --git a/.circleci/config.yaml b/.circleci/config.yaml
new file mode 100644
index 000000000..78a10166f
--- /dev/null
+++ b/.circleci/config.yaml
@@ -0,0 +1,14 @@
+version: 2
+
+jobs:
+  misspell:
+    docker:
+      - image: circleci/golang:1.12
+    steps:
+      - checkout
+      - run:
+          name: Install tools
+          command: make install-tools
+      - run:
+          name: Verify
+          command: make circle-ci
diff --git a/Makefile b/Makefile
new file mode 100644
index 000000000..30576cd33
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,21 @@
+# All documents to be used in spell check.
+ALL_DOC := $(shell find . -name '*.md' -type f | sort)
+
+MISSPELL=misspell -error
+MISSPELL_CORRECTION=misspell -w
+
+.PHONY: circle-ci
+circle-ci: misspell
+
+.PHONY: misspell
+misspell:
+	$(MISSPELL) $(ALL_DOC)
+
+.PHONY: misspell-correction
+misspell-correction:
+	$(MISSPELL_CORRECTION) $(ALL_DOC)
+
+.PHONY: install-tools
+install-tools:
+	GO111MODULE=on go install \
+	  github.com/client9/misspell/cmd/misspell
diff --git a/go.mod b/go.mod
new file mode 100644
index 000000000..6825a9cce
--- /dev/null
+++ b/go.mod
@@ -0,0 +1,5 @@
+module github.com/open-telemetry/rfcs
+
+go 1.12
+
+require github.com/client9/misspell v0.3.4
diff --git a/go.sum b/go.sum
new file mode 100644
index 000000000..ee5948021
--- /dev/null
+++ b/go.sum
@@ -0,0 +1,2 @@
+github.com/client9/misspell v0.3.4 h1:ta993UF76GwbvJcIo3Y68y/M3WxlpEHPWIGDkJYwzJI=
+github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
diff --git a/internal/tools.go b/internal/tools.go
new file mode 100644
index 000000000..239c89ea5
--- /dev/null
+++ b/internal/tools.go
@@ -0,0 +1,27 @@
+// Copyright 2019, OpenTelemetry Authors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+//
+
+// +build tools
+
+package internal
+
+// This file follows the recommendation at
+// https://github.com/golang/go/wiki/Modules#how-can-i-track-tool-dependencies-for-a-module
+// on how to pin tooling dependencies to a go.mod file.
+// This ensures that all systems use the same version of tools in addition to regular dependencies.
+
+import (
+	_ "github.com/client9/misspell/cmd/misspell"
+)