diff --git a/src/plugins/github/fetchGitHubRepo.js b/src/plugins/github/fetchGitHubRepo.js
index 04d06da..da90684 100644
--- a/src/plugins/github/fetchGitHubRepo.js
+++ b/src/plugins/github/fetchGitHubRepo.js
@@ -6,6 +6,9 @@
 
 import fetch from "isomorphic-fetch";
 
+import type {Body} from "../../graphql/queries";
+import * as GraphQLQueries from "../../graphql/queries";
+
 /**
  * Scrape data from a GitHub repo using the GitHub API.
  *
@@ -42,105 +45,10 @@ export default function fetchGitHubRepo(
     throw new Error(`Invalid token: ${token}`);
   }
 
-  const query = `query FetchData($repoOwner: String!, $repoName: String!) {
-    repository(owner: $repoOwner, name: $repoName) {
-      issues(first: 100) {
-        pageInfo {
-          hasNextPage
-        }
-        nodes {
-          id
-          title
-          body
-          number
-          author {
-            ...whoami
-          }
-          comments(first: 20) {
-            pageInfo {
-              hasNextPage
-            }
-            nodes {
-              id
-              author {
-                ...whoami
-              }
-              body
-              url
-            }
-          }
-        }
-      }
-      pullRequests(first: 100) {
-        pageInfo {
-          hasNextPage
-        }
-        nodes {
-          id
-          title
-          body
-          number
-          author {
-            ...whoami
-          }
-          comments(first: 20) {
-            pageInfo {
-              hasNextPage
-            }
-            nodes {
-              id
-              author {
-                ...whoami
-              }
-              body
-              url
-            }
-          }
-          reviews(first: 10) {
-            pageInfo {
-              hasNextPage
-            }
-            nodes {
-              id
-              body
-              author {
-                ...whoami
-              }
-              state
-              comments(first: 10) {
-                pageInfo {
-                  hasNextPage
-                }
-                nodes {
-                  id
-                  url
-                  body
-                  author {
-                    ...whoami
-                  }
-                }
-              }
-            }
-          }
-        }
-      }
-    }
-  }
-
-  fragment whoami on Actor {
-    __typename
-    login
-    ... on User {
-      id
-    }
-    ... on Organization {
-      id
-    }
-    ... on Bot {
-      id
-    }
-  }
-  `;
+  const query = GraphQLQueries.stringify.body(
+    createQuery(),
+    GraphQLQueries.inlineLayout()
+  );
   const variables = {repoOwner, repoName};
   const payload = {query, variables};
   return postQuery(payload, token);
@@ -148,6 +56,90 @@ export default function fetchGitHubRepo(
 
 const GITHUB_GRAPHQL_SERVER = "https://api.github.com/graphql";
 
+function createQuery(): Body {
+  const b = GraphQLQueries.build;
+  const makePageInfo = () => b.field("pageInfo", {}, [b.field("hasNextPage")]);
+  const makeAuthor = () => b.field("author", {}, [b.fragmentSpread("whoami")]);
+  const body: Body = [
+    b.query(
+      "FetchData",
+      [b.param("repoOwner", "String!"), b.param("repoName", "String!")],
+      [
+        b.field(
+          "repository",
+          {owner: b.variable("repoOwner"), name: b.variable("repoName")},
+          [
+            b.field("issues", {first: b.literal(100)}, [
+              makePageInfo(),
+              b.field("nodes", {}, [
+                b.field("id"),
+                b.field("title"),
+                b.field("body"),
+                b.field("number"),
+                makeAuthor(),
+                b.field("comments", {first: b.literal(20)}, [
+                  makePageInfo(),
+                  b.field("nodes", {}, [
+                    b.field("id"),
+                    makeAuthor(),
+                    b.field("body"),
+                    b.field("url"),
+                  ]),
+                ]),
+              ]),
+            ]),
+            b.field("pullRequests", {first: b.literal(100)}, [
+              makePageInfo(),
+              b.field("nodes", {}, [
+                b.field("id"),
+                b.field("title"),
+                b.field("body"),
+                b.field("number"),
+                makeAuthor(),
+                b.field("comments", {first: b.literal(20)}, [
+                  makePageInfo(),
+                  b.field("nodes", {}, [
+                    b.field("id"),
+                    makeAuthor(),
+                    b.field("body"),
+                    b.field("url"),
+                  ]),
+                ]),
+                b.field("reviews", {first: b.literal(10)}, [
+                  makePageInfo(),
+                  b.field("nodes", {}, [
+                    b.field("id"),
+                    b.field("body"),
+                    makeAuthor(),
+                    b.field("state"),
+                    b.field("comments", {first: b.literal(10)}, [
+                      makePageInfo(),
+                      b.field("nodes", {}, [
+                        b.field("id"),
+                        b.field("body"),
+                        b.field("url"),
+                        makeAuthor(),
+                      ]),
+                    ]),
+                  ]),
+                ]),
+              ]),
+            ]),
+          ]
+        ),
+      ]
+    ),
+    b.fragment("whoami", "Actor", [
+      b.field("__typename"),
+      b.field("login"),
+      b.inlineFragment("User", [b.field("id")]),
+      b.inlineFragment("Organization", [b.field("id")]),
+      b.inlineFragment("Bot", [b.field("id")]),
+    ]),
+  ];
+  return body;
+}
+
 function postQuery(payload, token) {
   return fetch(GITHUB_GRAPHQL_SERVER, {
     method: "POST",