diff --git a/lib/config-utils.js b/lib/config-utils.js
index f3ef4843b..8a3f1dc69 100644
--- a/lib/config-utils.js
+++ b/lib/config-utils.js
@@ -275,14 +275,10 @@ function getConfigFileRepoFormatInvalidMessage(configFile) {
     return error;
 }
 exports.getConfigFileRepoFormatInvalidMessage = getConfigFileRepoFormatInvalidMessage;
-function getConfigFileFormatInvalidMessage(configFile) {
-    return 'The configuration file "' + configFile + '" could not be read';
+function getConfigFileFormatInvalidMessage(configFile, reason) {
+    return 'The configuration file "' + configFile + '" could not be read. Reason: ' + reason;
 }
 exports.getConfigFileFormatInvalidMessage = getConfigFileFormatInvalidMessage;
-function getConfigFileDirectoryGivenMessage(configFile) {
-    return 'The configuration file "' + configFile + '" looks like a directory, not a file';
-}
-exports.getConfigFileDirectoryGivenMessage = getConfigFileDirectoryGivenMessage;
 function getConfigFilePropertyError(configFile, property, error) {
     return 'The configuration file "' + configFile + '" is invalid: property "' + property + '" ' + error;
 }
@@ -538,23 +534,14 @@ async function getRemoteConfig(configFile) {
     if (pieces === null || pieces.groups === undefined || pieces.length < 5) {
         throw new Error(getConfigFileRepoFormatInvalidMessage(configFile));
     }
-    const response = await api.getActionsApiClient(true).repos.getContents({
-        owner: pieces.groups.owner,
-        repo: pieces.groups.repo,
-        path: pieces.groups.path,
-        ref: pieces.groups.ref,
-    });
     let fileContents;
-    if ("content" in response.data && response.data.content !== undefined) {
-        fileContents = response.data.content;
+    try {
+        fileContents = await util.getFileContentsUsingAPI(pieces.groups.owner, pieces.groups.repo, pieces.groups.path, pieces.groups.ref);
     }
-    else if (Array.isArray(response.data)) {
-        throw new Error(getConfigFileDirectoryGivenMessage(configFile));
+    catch (err) {
+        throw new Error(getConfigFileFormatInvalidMessage(configFile, err.message));
     }
-    else {
-        throw new Error(getConfigFileFormatInvalidMessage(configFile));
-    }
-    return yaml.safeLoad(Buffer.from(fileContents, 'base64').toString('binary'));
+    return yaml.safeLoad(fileContents);
 }
 /**
  * Get the file path where the parsed config will be stored.
diff --git a/lib/config-utils.js.map b/lib/config-utils.js.map
index bd318ae53..c1201dd85 100644
--- a/lib/config-utils.js.map
+++ b/lib/config-utils.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/lib/config-utils.test.js b/lib/config-utils.test.js
index 97218aa64..87fb146fd 100644
--- a/lib/config-utils.test.js
+++ b/lib/config-utils.test.js
@@ -18,9 +18,9 @@ const sinon_1 = __importDefault(require("sinon"));
 const api = __importStar(require("./api-client"));
 const CodeQL = __importStar(require("./codeql"));
 const configUtils = __importStar(require("./config-utils"));
-const testing_utils_1 = require("./testing-utils");
+const testingUtils = __importStar(require("./testing-utils"));
 const util = __importStar(require("./util"));
-testing_utils_1.setupTests(ava_1.default);
+testingUtils.setupTests(ava_1.default);
 function setInput(name, value) {
     // Transformation copied from
     // https://github.com/actions/toolkit/blob/05e39f551d33e1688f61b209ab5cdd335198f1b8/packages/core/src/core.ts#L69
@@ -32,16 +32,6 @@ function setInput(name, value) {
         delete process.env[envVar];
     }
 }
-function mockGetContents(content) {
-    // Passing an auth token is required, so we just use a dummy value
-    let client = new github.GitHub('123');
-    const response = {
-        data: content
-    };
-    const spyGetContents = sinon_1.default.stub(client.repos, "getContents").resolves(response);
-    sinon_1.default.stub(api, "getApiClient").value(() => client);
-    return spyGetContents;
-}
 function mockListLanguages(languages) {
     // Passing an auth token is required, so we just use a dummy value
     let client = new github.GitHub('123');
@@ -270,7 +260,7 @@ ava_1.default("API client used when reading remote config", async (t) => {
         const dummyResponse = {
             content: Buffer.from(inputFileContents).toString("base64"),
         };
-        const spyGetContents = mockGetContents(dummyResponse);
+        const spyGetContents = testingUtils.mockGetContents(dummyResponse, 200);
         // Create checkout directory for remote queries repository
         fs.mkdirSync(path.join(tmpDir, 'foo/bar'), { recursive: true });
         setInput('config-file', 'octo-org/codeql-config/config.yaml@main');
@@ -284,7 +274,7 @@ ava_1.default("Remote config handles the case where a directory is provided", as
         process.env['RUNNER_TEMP'] = tmpDir;
         process.env['GITHUB_WORKSPACE'] = tmpDir;
         const dummyResponse = []; // directories are returned as arrays
-        mockGetContents(dummyResponse);
+        testingUtils.mockGetContents(dummyResponse, 200);
         const repoReference = 'octo-org/codeql-config/config.yaml@main';
         setInput('config-file', repoReference);
         try {
@@ -292,7 +282,8 @@ ava_1.default("Remote config handles the case where a directory is provided", as
             throw new Error('initConfig did not throw error');
         }
         catch (err) {
-            t.deepEqual(err, new Error(configUtils.getConfigFileDirectoryGivenMessage(repoReference)));
+            const reason = util.fileIsADirectoryError(repoReference);
+            t.deepEqual(err, new Error(configUtils.getConfigFileFormatInvalidMessage(repoReference, reason)));
         }
     });
 });
@@ -303,7 +294,7 @@ ava_1.default("Invalid format of remote config handled correctly", async (t) =>
         const dummyResponse = {
         // note no "content" property here
         };
-        mockGetContents(dummyResponse);
+        testingUtils.mockGetContents(dummyResponse, 400);
         const repoReference = 'octo-org/codeql-config/config.yaml@main';
         setInput('config-file', repoReference);
         try {
@@ -311,7 +302,8 @@ ava_1.default("Invalid format of remote config handled correctly", async (t) =>
             throw new Error('initConfig did not throw error');
         }
         catch (err) {
-            t.deepEqual(err, new Error(configUtils.getConfigFileFormatInvalidMessage(repoReference)));
+            const reason = util.fileDownloadError(repoReference);
+            t.deepEqual(err, new Error(configUtils.getConfigFileFormatInvalidMessage(repoReference, reason)));
         }
     });
 });
diff --git a/lib/config-utils.test.js.map b/lib/config-utils.test.js.map
index 6a6a82faf..645fe3497 100644
--- a/lib/config-utils.test.js.map
+++ b/lib/config-utils.test.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/lib/testing-utils.js b/lib/testing-utils.js
index 748612850..e76a14712 100644
--- a/lib/testing-utils.js
+++ b/lib/testing-utils.js
@@ -1,7 +1,4 @@
 "use strict";
-var __importDefault = (this && this.__importDefault) || function (mod) {
-    return (mod && mod.__esModule) ? mod : { "default": mod };
-};
 var __importStar = (this && this.__importStar) || function (mod) {
     if (mod && mod.__esModule) return mod;
     var result = {};
@@ -9,8 +6,13 @@ var __importStar = (this && this.__importStar) || function (mod) {
     result["default"] = mod;
     return result;
 };
+var __importDefault = (this && this.__importDefault) || function (mod) {
+    return (mod && mod.__esModule) ? mod : { "default": mod };
+};
 Object.defineProperty(exports, "__esModule", { value: true });
+const github = __importStar(require("@actions/github"));
 const sinon_1 = __importDefault(require("sinon"));
+const api = __importStar(require("./api-client"));
 const CodeQL = __importStar(require("./codeql"));
 function wrapOutput(context) {
     // Function signature taken from Socket.write.
@@ -75,4 +77,16 @@ function setupTests(test) {
     });
 }
 exports.setupTests = setupTests;
+function mockGetContents(content, status) {
+    // Passing an auth token is required, so we just use a dummy value
+    let client = new github.GitHub('123');
+    const response = {
+        data: content,
+        status: status
+    };
+    const spyGetContents = sinon_1.default.stub(client.repos, "getContents").resolves(response);
+    sinon_1.default.stub(api, "getApiClient").value(() => client);
+    return spyGetContents;
+}
+exports.mockGetContents = mockGetContents;
 //# sourceMappingURL=testing-utils.js.map
\ No newline at end of file
diff --git a/lib/testing-utils.js.map b/lib/testing-utils.js.map
index 7794e3fb2..ceb00ce1e 100644
--- a/lib/testing-utils.js.map
+++ b/lib/testing-utils.js.map
@@ -1 +1 @@
-{"version":3,"file":"testing-utils.js","sourceRoot":"","sources":["../src/testing-utils.ts"],"names":[],"mappings":";;;;;;;;;;;;AACA,kDAA0B;AAE1B,iDAAmC;AAInC,SAAS,UAAU,CAAC,OAAoB;IACtC,8CAA8C;IAC9C,gCAAgC;IAChC,2EAA2E;IAC3E,2FAA2F;IAC3F,OAAO,CAAC,KAA0B,EAAE,QAAiB,EAAE,EAA0B,EAAW,EAAE;QAC5F,2CAA2C;QAC3C,IAAI,EAAE,KAAK,SAAS,IAAI,OAAO,QAAQ,KAAK,UAAU,EAAE;YACtD,EAAE,GAAG,QAAQ,CAAC;YACd,QAAQ,GAAG,SAAS,CAAC;SACtB;QAED,oBAAoB;QACpB,IAAI,OAAO,KAAK,KAAK,QAAQ,EAAE;YAC7B,OAAO,CAAC,UAAU,IAAI,KAAK,CAAC;SAC7B;aAAM;YACL,OAAO,CAAC,UAAU,IAAI,IAAI,WAAW,CAAC,QAAQ,IAAI,OAAO,CAAC,CAAC,MAAM,CAAC,KAAK,CAAC,CAAC;SAC1E;QAED,iDAAiD;QACjD,IAAI,EAAE,KAAK,SAAS,IAAI,OAAO,EAAE,KAAK,UAAU,EAAE;YAChD,EAAE,EAAE,CAAC;SACN;QAED,OAAO,IAAI,CAAC;IACd,CAAC,CAAC;AACJ,CAAC;AAED,SAAgB,UAAU,CAAC,IAAwB;IACjD,MAAM,SAAS,GAAG,IAAkC,CAAC;IAErD,SAAS,CAAC,UAAU,CAAC,CAAC,CAAC,EAAE;QACvB,gEAAgE;QAChE,0CAA0C;QAC1C,MAAM,CAAC,SAAS,CAAC,EAAE,CAAC,CAAC;QAErB,iEAAiE;QACjE,CAAC,CAAC,OAAO,CAAC,UAAU,GAAG,EAAE,CAAC;QAC1B,MAAM,kBAAkB,GAAG,OAAO,CAAC,MAAM,CAAC,KAAK,CAAC,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QACrE,CAAC,CAAC,OAAO,CAAC,WAAW,GAAG,kBAAkB,CAAC;QAC3C,OAAO,CAAC,MAAM,CAAC,KAAK,GAAG,UAAU,CAAC,CAAC,CAAC,OAAO,CAAQ,CAAC;QACpD,MAAM,kBAAkB,GAAG,OAAO,CAAC,MAAM,CAAC,KAAK,CAAC,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QACrE,CAAC,CAAC,OAAO,CAAC,WAAW,GAAG,kBAAkB,CAAC;QAC3C,OAAO,CAAC,MAAM,CAAC,KAAK,GAAG,UAAU,CAAC,CAAC,CAAC,OAAO,CAAQ,CAAC;QAEpD,mEAAmE;QACnE,wEAAwE;QACxE,kEAAkE;QAClE,CAAC,CAAC,OAAO,CAAC,GAAG,GAAG,EAAE,CAAC;QACnB,MAAM,CAAC,MAAM,CAAC,CAAC,CAAC,OAAO,CAAC,GAAG,EAAE,OAAO,CAAC,GAAG,CAAC,CAAC;QAE1C,iEAAiE;QACjE,gDAAgD;QAChD,OAAO,CAAC,GAAG,CAAC,gBAAgB,CAAC,GAAG,iCAAiC,CAAC;IACpE,CAAC,CAAC,CAAC;IAEH,SAAS,CAAC,SAAS,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE;QAC7B,4BAA4B;QAC5B,0DAA0D;QAC1D,OAAO,CAAC,MAAM,CAAC,KAAK,GAAG,CAAC,CAAC,OAAO,CAAC,WAAW,CAAC;QAC7C,OAAO,CAAC,MAAM,CAAC,KAAK,GAAG,CAAC,CAAC,OAAO,CAAC,WAAW,CAAC;QAC7C,IAAI,CAAC,CAAC,CAAC,MAAM,EAAE;YACb,OAAO,CAAC,MAAM,CAAC,KAAK,CAAC,CAAC,CAAC,OAAO,CAAC,UAAU,CAAC,CAAC;SAC5C;QAED,uCAAuC;QACvC,eAAK,CAAC,OAAO,EAAE,CAAC;QAEhB,oCAAoC;QACpC,OAAO,CAAC,GAAG,GAAG,CAAC,CAAC,OAAO,CAAC,GAAG,CAAC;IAC9B,CAAC,CAAC,CAAC;AACL,CAAC;AA3CD,gCA2CC"}
\ No newline at end of file
+{"version":3,"file":"testing-utils.js","sourceRoot":"","sources":["../src/testing-utils.ts"],"names":[],"mappings":";;;;;;;;;;;;AAAA,wDAA0C;AAE1C,kDAA0B;AAE1B,kDAAoC;AACpC,iDAAmC;AAInC,SAAS,UAAU,CAAC,OAAoB;IACtC,8CAA8C;IAC9C,gCAAgC;IAChC,2EAA2E;IAC3E,2FAA2F;IAC3F,OAAO,CAAC,KAA0B,EAAE,QAAiB,EAAE,EAA0B,EAAW,EAAE;QAC5F,2CAA2C;QAC3C,IAAI,EAAE,KAAK,SAAS,IAAI,OAAO,QAAQ,KAAK,UAAU,EAAE;YACtD,EAAE,GAAG,QAAQ,CAAC;YACd,QAAQ,GAAG,SAAS,CAAC;SACtB;QAED,oBAAoB;QACpB,IAAI,OAAO,KAAK,KAAK,QAAQ,EAAE;YAC7B,OAAO,CAAC,UAAU,IAAI,KAAK,CAAC;SAC7B;aAAM;YACL,OAAO,CAAC,UAAU,IAAI,IAAI,WAAW,CAAC,QAAQ,IAAI,OAAO,CAAC,CAAC,MAAM,CAAC,KAAK,CAAC,CAAC;SAC1E;QAED,iDAAiD;QACjD,IAAI,EAAE,KAAK,SAAS,IAAI,OAAO,EAAE,KAAK,UAAU,EAAE;YAChD,EAAE,EAAE,CAAC;SACN;QAED,OAAO,IAAI,CAAC;IACd,CAAC,CAAC;AACJ,CAAC;AAED,SAAgB,UAAU,CAAC,IAAwB;IACjD,MAAM,SAAS,GAAG,IAAkC,CAAC;IAErD,SAAS,CAAC,UAAU,CAAC,CAAC,CAAC,EAAE;QACvB,gEAAgE;QAChE,0CAA0C;QAC1C,MAAM,CAAC,SAAS,CAAC,EAAE,CAAC,CAAC;QAErB,iEAAiE;QACjE,CAAC,CAAC,OAAO,CAAC,UAAU,GAAG,EAAE,CAAC;QAC1B,MAAM,kBAAkB,GAAG,OAAO,CAAC,MAAM,CAAC,KAAK,CAAC,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QACrE,CAAC,CAAC,OAAO,CAAC,WAAW,GAAG,kBAAkB,CAAC;QAC3C,OAAO,CAAC,MAAM,CAAC,KAAK,GAAG,UAAU,CAAC,CAAC,CAAC,OAAO,CAAQ,CAAC;QACpD,MAAM,kBAAkB,GAAG,OAAO,CAAC,MAAM,CAAC,KAAK,CAAC,IAAI,CAAC,OAAO,CAAC,MAAM,CAAC,CAAC;QACrE,CAAC,CAAC,OAAO,CAAC,WAAW,GAAG,kBAAkB,CAAC;QAC3C,OAAO,CAAC,MAAM,CAAC,KAAK,GAAG,UAAU,CAAC,CAAC,CAAC,OAAO,CAAQ,CAAC;QAEpD,mEAAmE;QACnE,wEAAwE;QACxE,kEAAkE;QAClE,CAAC,CAAC,OAAO,CAAC,GAAG,GAAG,EAAE,CAAC;QACnB,MAAM,CAAC,MAAM,CAAC,CAAC,CAAC,OAAO,CAAC,GAAG,EAAE,OAAO,CAAC,GAAG,CAAC,CAAC;QAE1C,iEAAiE;QACjE,gDAAgD;QAChD,OAAO,CAAC,GAAG,CAAC,gBAAgB,CAAC,GAAG,iCAAiC,CAAC;IACpE,CAAC,CAAC,CAAC;IAEH,SAAS,CAAC,SAAS,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE;QAC7B,4BAA4B;QAC5B,0DAA0D;QAC1D,OAAO,CAAC,MAAM,CAAC,KAAK,GAAG,CAAC,CAAC,OAAO,CAAC,WAAW,CAAC;QAC7C,OAAO,CAAC,MAAM,CAAC,KAAK,GAAG,CAAC,CAAC,OAAO,CAAC,WAAW,CAAC;QAC7C,IAAI,CAAC,CAAC,CAAC,MAAM,EAAE;YACb,OAAO,CAAC,MAAM,CAAC,KAAK,CAAC,CAAC,CAAC,OAAO,CAAC,UAAU,CAAC,CAAC;SAC5C;QAED,uCAAuC;QACvC,eAAK,CAAC,OAAO,EAAE,CAAC;QAEhB,oCAAoC;QACpC,OAAO,CAAC,GAAG,GAAG,CAAC,CAAC,OAAO,CAAC,GAAG,CAAC;IAC9B,CAAC,CAAC,CAAC;AACL,CAAC;AA3CD,gCA2CC;AAID,SAAgB,eAAe,CAAC,OAA4B,EAAE,MAAc;IAC1E,kEAAkE;IAClE,IAAI,MAAM,GAAG,IAAI,MAAM,CAAC,MAAM,CAAC,KAAK,CAAC,CAAC;IACtC,MAAM,QAAQ,GAAG;QACf,IAAI,EAAE,OAAO;QACb,MAAM,EAAE,MAAM;KACf,CAAC;IAEF,MAAM,cAAc,GAAG,eAAK,CAAC,IAAI,CAAC,MAAM,CAAC,KAAK,EAAE,aAAa,CAAC,CAAC,QAAQ,CAAC,QAAe,CAAC,CAAC;IACzF,eAAK,CAAC,IAAI,CAAC,GAAG,EAAE,cAAc,CAAC,CAAC,KAAK,CAAC,GAAG,EAAE,CAAC,MAAM,CAAC,CAAC;IACpD,OAAO,cAAc,CAAC;AACxB,CAAC;AAXD,0CAWC"}
\ No newline at end of file
diff --git a/lib/util.test.js b/lib/util.test.js
index 675fa83e2..268e1c3d4 100644
--- a/lib/util.test.js
+++ b/lib/util.test.js
@@ -1,4 +1,7 @@
 "use strict";
+var __importDefault = (this && this.__importDefault) || function (mod) {
+    return (mod && mod.__esModule) ? mod : { "default": mod };
+};
 var __importStar = (this && this.__importStar) || function (mod) {
     if (mod && mod.__esModule) return mod;
     var result = {};
@@ -6,19 +9,13 @@ var __importStar = (this && this.__importStar) || function (mod) {
     result["default"] = mod;
     return result;
 };
-var __importDefault = (this && this.__importDefault) || function (mod) {
-    return (mod && mod.__esModule) ? mod : { "default": mod };
-};
 Object.defineProperty(exports, "__esModule", { value: true });
-const github = __importStar(require("@actions/github"));
 const ava_1 = __importDefault(require("ava"));
 const fs = __importStar(require("fs"));
 const os = __importStar(require("os"));
-const sinon_1 = __importDefault(require("sinon"));
-const api = __importStar(require("./api-client"));
-const testing_utils_1 = require("./testing-utils");
+const testingUtils = __importStar(require("./testing-utils"));
 const util = __importStar(require("./util"));
-testing_utils_1.setupTests(ava_1.default);
+testingUtils.setupTests(ava_1.default);
 ava_1.default('getToolNames', t => {
     const input = fs.readFileSync(__dirname + '/../src/testdata/tool-names.sarif', 'utf8');
     const toolNames = util.getToolNames(input);
@@ -116,19 +113,8 @@ ava_1.default('getExtraOptionsEnvParam() fails on invalid JSON', t => {
     t.throws(util.getExtraOptionsEnvParam);
     process.env.CODEQL_ACTION_EXTRA_OPTIONS = origExtraOptions;
 });
-function mockGetContents(content, status, isDirectory = false) {
-    // Passing an auth token is required, so we just use a dummy value
-    let client = new github.GitHub('123');
-    const response = {
-        data: isDirectory ? [content] : content,
-        status: status
-    };
-    const spyGetContents = sinon_1.default.stub(client.repos, "getContents").resolves(response);
-    sinon_1.default.stub(api, "getApiClient").value(() => client);
-    return spyGetContents;
-}
 ava_1.default('getFileContentsUsingAPI() throws if the request does not succeed', async (t) => {
-    const spyGetContents = mockGetContents({}, 400);
+    const spyGetContents = testingUtils.mockGetContents({}, 400);
     try {
         await util.getFileContentsUsingAPI('github', 'codeql-action', 'non-existing-file', 'main');
         throw new Error('initConfig did not throw error');
@@ -139,11 +125,8 @@ ava_1.default('getFileContentsUsingAPI() throws if the request does not succeed'
     }
 });
 ava_1.default('getFileContentsUsingAPI() throws if the requested file is a directory', async (t) => {
-    const inputFileContents = `content content content`;
-    const dummyResponse = {
-        content: Buffer.from(inputFileContents).toString("base64"),
-    };
-    const spyGetContents = mockGetContents(dummyResponse, 200, true);
+    const dummyResponse = []; // directories are returned as arrays
+    const spyGetContents = testingUtils.mockGetContents(dummyResponse, 200);
     try {
         await util.getFileContentsUsingAPI('github', 'codeql-action', 'non-existing-file', 'main');
         throw new Error('initConfig did not throw error');
@@ -158,7 +141,7 @@ ava_1.default('getFileContentsUsingAPI() returns the right content', async (t) =
     const dummyResponse = {
         content: Buffer.from(inputFileContents).toString("base64"),
     };
-    const spyGetContents = mockGetContents(dummyResponse, 200);
+    const spyGetContents = testingUtils.mockGetContents(dummyResponse, 200);
     const content = await util.getFileContentsUsingAPI('github', 'codeql-action', 'non-existing-file', 'main');
     t.deepEqual(content, inputFileContents);
     t.assert(spyGetContents.called);
diff --git a/lib/util.test.js.map b/lib/util.test.js.map
index 8fc2d5b59..d8b179702 100644
--- a/lib/util.test.js.map
+++ b/lib/util.test.js.map
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diff --git a/src/config-utils.test.ts b/src/config-utils.test.ts
index 25cf6fd46..7072261ca 100644
--- a/src/config-utils.test.ts
+++ b/src/config-utils.test.ts
@@ -7,10 +7,10 @@ import sinon from 'sinon';
 import * as api from './api-client';
 import * as CodeQL from './codeql';
 import * as configUtils from './config-utils';
-import {setupTests} from './testing-utils';
+import * as testingUtils from './testing-utils';
 import * as util from './util';
 
-setupTests(test);
+testingUtils.setupTests(test);
 
 function setInput(name: string, value: string | undefined) {
   // Transformation copied from
@@ -23,19 +23,6 @@ function setInput(name: string, value: string | undefined) {
   }
 }
 
-type GetContentsResponse = { content?: string; } | {}[];
-
-function mockGetContents(content: GetContentsResponse): sinon.SinonStub<any, any> {
-  // Passing an auth token is required, so we just use a dummy value
-  let client = new github.GitHub('123');
-  const response = {
-    data: content
-  };
-  const spyGetContents = sinon.stub(client.repos, "getContents").resolves(response as any);
-  sinon.stub(api, "getApiClient").value(() => client);
-  return spyGetContents;
-}
-
 function mockListLanguages(languages: string[]) {
   // Passing an auth token is required, so we just use a dummy value
   let client = new github.GitHub('123');
@@ -303,7 +290,7 @@ test("API client used when reading remote config", async t => {
     const dummyResponse = {
       content: Buffer.from(inputFileContents).toString("base64"),
     };
-    const spyGetContents = mockGetContents(dummyResponse);
+    const spyGetContents = testingUtils.mockGetContents(dummyResponse, 200);
 
     // Create checkout directory for remote queries repository
     fs.mkdirSync(path.join(tmpDir, 'foo/bar'), { recursive: true });
@@ -322,7 +309,7 @@ test("Remote config handles the case where a directory is provided", async t =>
     process.env['GITHUB_WORKSPACE'] = tmpDir;
 
     const dummyResponse = []; // directories are returned as arrays
-    mockGetContents(dummyResponse);
+    testingUtils.mockGetContents(dummyResponse, 200);
 
     const repoReference = 'octo-org/codeql-config/config.yaml@main';
     setInput('config-file', repoReference);
@@ -330,7 +317,8 @@ test("Remote config handles the case where a directory is provided", async t =>
       await configUtils.initConfig();
       throw new Error('initConfig did not throw error');
     } catch (err) {
-      t.deepEqual(err, new Error(configUtils.getConfigFileDirectoryGivenMessage(repoReference)));
+      const reason = util.fileIsADirectoryError(repoReference);
+      t.deepEqual(err, new Error(configUtils.getConfigFileFormatInvalidMessage(repoReference, reason)));
     }
   });
 });
@@ -343,7 +331,7 @@ test("Invalid format of remote config handled correctly", async t => {
     const dummyResponse = {
       // note no "content" property here
     };
-    mockGetContents(dummyResponse);
+    testingUtils.mockGetContents(dummyResponse, 400);
 
     const repoReference = 'octo-org/codeql-config/config.yaml@main';
     setInput('config-file', repoReference);
@@ -351,7 +339,8 @@ test("Invalid format of remote config handled correctly", async t => {
       await configUtils.initConfig();
       throw new Error('initConfig did not throw error');
     } catch (err) {
-      t.deepEqual(err, new Error(configUtils.getConfigFileFormatInvalidMessage(repoReference)));
+      const reason = util.fileDownloadError(repoReference);
+      t.deepEqual(err, new Error(configUtils.getConfigFileFormatInvalidMessage(repoReference, reason)));
     }
   });
 });
diff --git a/src/config-utils.ts b/src/config-utils.ts
index b886806d3..270822a6e 100644
--- a/src/config-utils.ts
+++ b/src/config-utils.ts
@@ -399,12 +399,8 @@ export function getConfigFileRepoFormatInvalidMessage(configFile: string): strin
   return error;
 }
 
-export function getConfigFileFormatInvalidMessage(configFile: string): string {
-  return 'The configuration file "' + configFile + '" could not be read';
-}
-
-export function getConfigFileDirectoryGivenMessage(configFile: string): string {
-  return 'The configuration file "' + configFile + '" looks like a directory, not a file';
+export function getConfigFileFormatInvalidMessage(configFile: string, reason: string): string {
+  return 'The configuration file "' + configFile + '" could not be read. Reason: ' + reason;
 }
 
 function getConfigFilePropertyError(configFile: string, property: string, error: string): string {
@@ -689,23 +685,18 @@ async function getRemoteConfig(configFile: string): Promise<UserConfig> {
     throw new Error(getConfigFileRepoFormatInvalidMessage(configFile));
   }
 
-  const response = await api.getActionsApiClient(true).repos.getContents({
-    owner: pieces.groups.owner,
-    repo: pieces.groups.repo,
-    path: pieces.groups.path,
-    ref: pieces.groups.ref,
-  });
-
   let fileContents: string;
-  if ("content" in response.data && response.data.content !== undefined) {
-    fileContents = response.data.content;
-  } else if (Array.isArray(response.data)) {
-    throw new Error(getConfigFileDirectoryGivenMessage(configFile));
-  } else {
-    throw new Error(getConfigFileFormatInvalidMessage(configFile));
+  try {
+    fileContents = await util.getFileContentsUsingAPI(
+      pieces.groups.owner,
+      pieces.groups.repo,
+      pieces.groups.path,
+      pieces.groups.ref);
+  } catch (err) {
+    throw new Error(getConfigFileFormatInvalidMessage(configFile, err.message));
   }
 
-  return yaml.safeLoad(Buffer.from(fileContents, 'base64').toString('binary'));
+  return yaml.safeLoad(fileContents);
 }
 
 /**
diff --git a/src/testing-utils.ts b/src/testing-utils.ts
index d2b8d682e..002a792b5 100644
--- a/src/testing-utils.ts
+++ b/src/testing-utils.ts
@@ -1,6 +1,8 @@
+import * as github from "@actions/github";
 import {TestInterface} from 'ava';
 import sinon from 'sinon';
 
+import * as api from './api-client';
 import * as CodeQL from './codeql';
 
 type TestContext = {stdoutWrite: any, stderrWrite: any, testOutput: string, env: NodeJS.ProcessEnv};
@@ -77,3 +79,18 @@ export function setupTests(test: TestInterface<any>) {
     process.env = t.context.env;
   });
 }
+
+export type GetContentsResponse = { content?: string; } | {}[];
+
+export function mockGetContents(content: GetContentsResponse, status: number): sinon.SinonStub<any, any> {
+  // Passing an auth token is required, so we just use a dummy value
+  let client = new github.GitHub('123');
+  const response = {
+    data: content,
+    status: status
+  };
+
+  const spyGetContents = sinon.stub(client.repos, "getContents").resolves(response as any);
+  sinon.stub(api, "getApiClient").value(() => client);
+  return spyGetContents;
+}
diff --git a/src/util.test.ts b/src/util.test.ts
index 91f4f5ca7..c82f361c8 100644
--- a/src/util.test.ts
+++ b/src/util.test.ts
@@ -1,14 +1,12 @@
-import * as github from "@actions/github";
 import test from 'ava';
 import * as fs from 'fs';
 import * as os from "os";
-import sinon from 'sinon';
 
-import * as api from './api-client';
-import {setupTests} from './testing-utils';
+
+import * as testingUtils from './testing-utils';
 import * as util from './util';
 
-setupTests(test);
+testingUtils.setupTests(test);
 
 test('getToolNames', t => {
   const input = fs.readFileSync(__dirname + '/../src/testdata/tool-names.sarif', 'utf8');
@@ -153,23 +151,9 @@ test('getExtraOptionsEnvParam() fails on invalid JSON', t => {
 
   process.env.CODEQL_ACTION_EXTRA_OPTIONS = origExtraOptions;
 });
-type GetContentsResponse = { content?: string; } | {}[];
-
-function mockGetContents(content: GetContentsResponse, status: number, isDirectory = false): sinon.SinonStub<any, any> {
-  // Passing an auth token is required, so we just use a dummy value
-  let client = new github.GitHub('123');
-  const response = {
-    data: isDirectory ? [content] : content,
-    status: status
-  };
-
-  const spyGetContents = sinon.stub(client.repos, "getContents").resolves(response as any);
-  sinon.stub(api, "getApiClient").value(() => client);
-  return spyGetContents;
-}
 
 test('getFileContentsUsingAPI() throws if the request does not succeed', async t => {
-  const spyGetContents = mockGetContents({}, 400);
+  const spyGetContents = testingUtils.mockGetContents({}, 400);
   try {
     await util.getFileContentsUsingAPI('github', 'codeql-action', 'non-existing-file', 'main');
     throw new Error('initConfig did not throw error');
@@ -180,11 +164,8 @@ test('getFileContentsUsingAPI() throws if the request does not succeed', async t
 });
 
 test('getFileContentsUsingAPI() throws if the requested file is a directory', async t => {
-  const inputFileContents = `content content content`;
-  const dummyResponse = {
-    content: Buffer.from(inputFileContents).toString("base64"),
-  };
-  const spyGetContents = mockGetContents(dummyResponse, 200, true);
+  const dummyResponse = []; // directories are returned as arrays
+  const spyGetContents = testingUtils.mockGetContents(dummyResponse, 200);
   try {
     await util.getFileContentsUsingAPI('github', 'codeql-action', 'non-existing-file', 'main');
     throw new Error('initConfig did not throw error');
@@ -199,7 +180,7 @@ test('getFileContentsUsingAPI() returns the right content', async t => {
   const dummyResponse = {
     content: Buffer.from(inputFileContents).toString("base64"),
   };
-  const spyGetContents = mockGetContents(dummyResponse, 200);
+  const spyGetContents = testingUtils.mockGetContents(dummyResponse, 200);
   const content = await util.getFileContentsUsingAPI('github', 'codeql-action', 'non-existing-file', 'main');
 
   t.deepEqual(content, inputFileContents);