diff --git a/lib/report_adapter.rb b/lib/report_adapter.rb
index 16503f6..3e57b09 100644
--- a/lib/report_adapter.rb
+++ b/lib/report_adapter.rb
@@ -13,7 +13,7 @@ class ReportAdapter
     end
 
     def summary(report)
-      "**Brakeman Report**: \n - #{security_warnings(report)} security warnings"
+      "**Brakeman Report**:\n#{security_warnings(report)} security warnings\n#{check_table(report)}"
     end
 
     def annotations(report)
@@ -31,6 +31,14 @@ class ReportAdapter
 
     private
 
+    def check_table(report)
+      uniq_checks(report).reduce('') { |memo, check| memo + "- [#{check[:check_name]}](#{check[:link]})\n" }
+    end
+
+    def uniq_checks(report)
+      report['warnings'].map { |w| { check_name: w['check_name'], link: w['link'] } }.uniq { |w| w[:check_name] }
+    end
+
     def security_warnings(report)
       report['scan_info']['security_warnings']
     end
diff --git a/spec/fixtures/output/annotations.json b/spec/fixtures/output/annotations.json
new file mode 100644
index 0000000..4d53208
--- /dev/null
+++ b/spec/fixtures/output/annotations.json
@@ -0,0 +1,34 @@
+[
+  {
+    "path": "app/controllers/posts_controller.rb",
+    "start_line": 29,
+    "end_line": 29,
+    "annotation_level": "warning",
+    "title": "High - Evaluation",
+    "message": "User input in eval"
+  },
+  {
+    "path": "app/controllers/posts_controller.rb",
+    "start_line": 18,
+    "end_line": 18,
+    "annotation_level": "warning",
+    "title": "High - MassAssignment",
+    "message": "Parameters should be whitelisted for mass assignment"
+  },
+  {
+    "path": "app/controllers/posts_controller.rb",
+    "start_line": 19,
+    "end_line": 19,
+    "annotation_level": "warning",
+    "title": "High - MassAssignment",
+    "message": "Parameters should be whitelisted for mass assignment"
+  },
+  {
+    "path": "app/controllers/posts_controller.rb",
+    "start_line": 13,
+    "end_line": 13,
+    "annotation_level": "warning",
+    "title": "Medium - SQL",
+    "message": "Possible SQL injection"
+  }
+]
diff --git a/spec/fixtures/output/summary.md b/spec/fixtures/output/summary.md
new file mode 100644
index 0000000..1f35bb5
--- /dev/null
+++ b/spec/fixtures/output/summary.md
@@ -0,0 +1,5 @@
+**Brakeman Report**:
+4 security warnings
+- [Evaluation](https://brakemanscanner.org/docs/warning_types/dangerous_eval/)
+- [MassAssignment](https://brakemanscanner.org/docs/warning_types/mass_assignment/)
+- [SQL](https://brakemanscanner.org/docs/warning_types/sql_injection/)
diff --git a/spec/fixtures/input.json b/spec/fixtures/report.json
similarity index 50%
rename from spec/fixtures/input.json
rename to spec/fixtures/report.json
index ee03e71..adc0b19 100644
--- a/spec/fixtures/input.json
+++ b/spec/fixtures/report.json
@@ -1,11 +1,11 @@
 {
   "scan_info": {
-    "app_path": "/home/miguemasx/developer/dockerize-rails",
+    "app_path": "/home/masx/developer/dockerize-rails",
     "rails_version": "5.2.2",
-    "security_warnings": 1,
-    "start_time": "2019-10-25 11:25:31 +0200",
-    "end_time": "2019-10-25 11:25:31 +0200",
-    "duration": 0.108293375,
+    "security_warnings": 4,
+    "start_time": "2019-11-01 22:07:50 +0100",
+    "end_time": "2019-11-01 22:07:50 +0100",
+    "duration": 0.166390277,
     "checks_performed": [
       "BasicAuth",
       "BasicAuthTimingAttack",
@@ -78,9 +78,28 @@
     "number_of_models": 2,
     "number_of_templates": 7,
     "ruby_version": "2.6.3",
-    "brakeman_version": "4.7.0"
+    "brakeman_version": "4.7.1"
   },
   "warnings": [
+    {
+      "warning_type": "Dangerous Eval",
+      "warning_code": 13,
+      "fingerprint": "490f917262d1384df60e24097536f6c9039e5f5ba11fe11bf0981109cd286fc5",
+      "check_name": "Evaluation",
+      "message": "User input in eval",
+      "file": "app/controllers/posts_controller.rb",
+      "line": 29,
+      "link": "https://brakemanscanner.org/docs/warning_types/dangerous_eval/",
+      "code": "eval(params)",
+      "render_path": null,
+      "location": {
+        "type": "method",
+        "class": "PostsController",
+        "method": "create"
+      },
+      "user_input": "params",
+      "confidence": "High"
+    },
     {
       "warning_type": "Mass Assignment",
       "warning_code": 70,
@@ -88,7 +107,7 @@
       "check_name": "MassAssignment",
       "message": "Parameters should be whitelisted for mass assignment",
       "file": "app/controllers/posts_controller.rb",
-      "line": 17,
+      "line": 18,
       "link": "https://brakemanscanner.org/docs/warning_types/mass_assignment/",
       "code": "params.permit!",
       "render_path": null,
@@ -99,9 +118,53 @@
       },
       "user_input": null,
       "confidence": "High"
+    },
+    {
+      "warning_type": "Mass Assignment",
+      "warning_code": 70,
+      "fingerprint": "5b486a498b14e1a12361c50863e2770c966799c9d5c6b6b9ab9bd8797c28a986",
+      "check_name": "MassAssignment",
+      "message": "Parameters should be whitelisted for mass assignment",
+      "file": "app/controllers/posts_controller.rb",
+      "line": 19,
+      "link": "https://brakemanscanner.org/docs/warning_types/mass_assignment/",
+      "code": "params.permit!",
+      "render_path": null,
+      "location": {
+        "type": "method",
+        "class": "PostsController",
+        "method": "new"
+      },
+      "user_input": null,
+      "confidence": "High"
+    },
+    {
+      "warning_type": "SQL Injection",
+      "warning_code": 0,
+      "fingerprint": "6e457f0a360661641a71555352f13a7cb2d983916b936007fce4e3826b837402",
+      "check_name": "SQL",
+      "message": "Possible SQL injection",
+      "file": "app/controllers/posts_controller.rb",
+      "line": 13,
+      "link": "https://brakemanscanner.org/docs/warning_types/sql_injection/",
+      "code": "User.where(\"#{params[:query]}\")",
+      "render_path": null,
+      "location": {
+        "type": "method",
+        "class": "PostsController",
+        "method": "show"
+      },
+      "user_input": "params[:query]",
+      "confidence": "Medium"
     }
   ],
-  "ignored_warnings": [],
-  "errors": [],
-  "obsolete": []
+  "ignored_warnings": [
+
+  ],
+  "errors": [
+
+  ],
+  "obsolete": [
+
+  ]
 }
diff --git a/spec/github_check_run_service_spec.rb b/spec/github_check_run_service_spec.rb
index 7fb5dac..fbd86b1 100644
--- a/spec/github_check_run_service_spec.rb
+++ b/spec/github_check_run_service_spec.rb
@@ -3,7 +3,7 @@
 require './spec/spec_helper'
 
 describe GithubCheckRunService do
-  let(:brakeman_report) { JSON(File.read('./spec/fixtures/input.json')) }
+  let(:brakeman_report) { JSON(File.read('./spec/fixtures/report.json')) }
   let(:github_data) { { sha: 'sha', token: 'token', owner: 'owner', repo: 'repository_name' } }
   let(:service) { GithubCheckRunService.new(brakeman_report, github_data, ReportAdapter) }
 
diff --git a/spec/report_adapter_spec.rb b/spec/report_adapter_spec.rb
index 42bf2ed..132dec7 100644
--- a/spec/report_adapter_spec.rb
+++ b/spec/report_adapter_spec.rb
@@ -4,7 +4,15 @@ require './spec/spec_helper'
 
 describe ReportAdapter do
   let(:brakeman_report) do
-    JSON(File.read('./spec/fixtures/input.json'))
+    JSON(File.read('./spec/fixtures/report.json'))
+  end
+
+  let(:spec_annotations) do
+    JSON(File.read('./spec/fixtures/output/annotations.json'))
+  end
+
+  let(:spec_summary) do
+    File.read('./spec/fixtures/output/summary.md')
   end
 
   let(:adapter) { ReportAdapter }
@@ -16,18 +24,11 @@ describe ReportAdapter do
 
   it '.summary' do
     result = adapter.summary(brakeman_report)
-    expect(result).to be_a(String)
+    expect(result).to eq(spec_summary)
   end
 
   it '.annotations' do
     result = adapter.annotations(brakeman_report)
-    expect(result).to eq([{
-      'path' => 'app/controllers/posts_controller.rb',
-      'start_line' => 17,
-      'annotation_level' => 'warning',
-      'end_line' => 17,
-      'title' => 'High - MassAssignment',
-      'message' => 'Parameters should be whitelisted for mass assignment'
-    }])
+    expect(result).to eq(spec_annotations)
   end
 end