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Creating a GitHub Actions bot named CodeWatcher, inspired by Copal, that runs static analysis tools (pylint, bandit, semgrep), comments inline suggestions on pull requests (PRs), and adopts a mentor-like or red-team assistant tone is a solid idea for improving code quality and security in a supportive way. Below is a step-by-step guide to build this bot, ensuring actionable output aligned with offensive security workflows and real-world methodologies. CodeWatcher GitHub Actions Bot Overview CodeWatcher will: • Trigger on pull request events. • Run pylint (code style), bandit (security issues), and semgrep (advanced static analysis) on Python code. • Parse tool outputs and post inline comments on PRs with a mentor-like or red-team tone (e.g., constructive, slightly probing, encouraging critical thinking). • Use GitHub Actions to automate the workflow and the GitHub API to post comments. - Initial Deployment
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| <h2 class="text-2xl font-bold text-gray-800">Pull Request Analysis</h2> | |
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| <h3 class="text-xl font-semibold text-gray-800">PR #42: Implement auth middleware</h3> | |
| <span class="ml-3 bg-yellow-100 text-yellow-800 text-xs px-2 py-1 rounded-full">Open</span> | |
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| <p class="text-gray-600 mt-1">Repository: <span class="font-medium">acme/webapp</span> • Author: <span class="font-medium">dev1</span></p> | |
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| <span class="bg-blue-100 text-blue-800 text-xs px-2 py-1 rounded-full">+327 −158</span> | |
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| <span class="font-medium">12</span> | |
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| <h4 class="font-medium">Semgrep</h4> | |
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| <span class="font-medium">7</span> | |
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| <h4 class="font-medium text-gray-800">Hard-coded secret</h4> | |
| <span class="ml-3 bg-red-500 text-white text-xs px-2 py-0.5 rounded-full">Critical</span> | |
| </div> | |
| <p class="text-gray-600 mt-1">Bandit identified a hard-coded API key in auth.py line 42</p> | |
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| <span class="text-gray-500 font-mono text-sm mr-2">42:</span> | |
| <pre class="text-gray-800 text-sm font-mono overflow-x-auto">api_key = "sk_live_1234567890abcdef" # <span class="highlight text-red-500">Consider using environment variables instead</span></pre> | |
| </div> | |
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| <span class="text-gray-500"><i class="fas fa-file-alt mr-1"></i> auth.py • Bandit (B105)</span> | |
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| <i class="fas fa-reply mr-1"></i> Resolve | |
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| <h4 class="font-medium text-gray-800">SQL injection risk</h4> | |
| <span class="ml-3 bg-orange-500 text-white text-xs px-2 py-0.5 rounded-full">High</span> | |
| </div> | |
| <p class="text-gray-600 mt-1">Semgrep detected potential SQL injection in db_utils.py line 15</p> | |
| <div class="mt-2 bg-white p-3 rounded-lg border border-gray-200"> | |
| <div class="flex items-start"> | |
| <span class="text-gray-500 font-mono text-sm mr-2">15:</span> | |
| <pre class="text-gray-800 text-sm font-mono">query = f"SELECT * FROM users WHERE username = {user_input}" # <span class="highlight text-red-500">Use parameterized queries</span></pre> | |
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| <i class="fas fa-lightbulb mr-1"></i> Show fix | |
| </button> | |
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| <div class="mt-2 text-sm"> | |
| <span class="text-gray-500"><i class="fas fa-file-alt mr-1"></i> db_utils.py • Semgrep (python.sqlalchemy.security.sql-injection)</span> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <!-- Medium severity issue --> | |
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| <h4 class="font-medium text-gray-800">Missing type hints</h4> | |
| <span class="ml-3 bg-yellow-500 text-white text-xs px-2 py-0.5 rounded-full">Medium</span> | |
| </div> | |
| <p class="text-gray-600 mt-1">Pylint suggests adding type annotations to improve code clarity (utils.py)</p> | |
| <div class="mt-2 bg-white p-3 rounded-lg border border-gray-200"> | |
| <div class="flex items-start"> | |
| <span class="text-gray-500 font-mono text-sm mr-2">32:</span> | |
| <pre class="text-gray-800 text-sm font-mono">def process_data(data): # <span class="highlight text-yellow-700">Consider adding type hints here</span> | |
| return data.upper()</pre> | |
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| <i class="far fa-flag mr-1"></i> Flag | |
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| </div> | |
| <!-- Low severity issue --> | |
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| <div class="ml-3"> | |
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| <h4 class="font-medium text-gray-800">Unused import</h4> | |
| <span class="ml-3 bg-blue-500 text-white text-xs px-2 py-0.5 rounded-full">Low</span> | |
| </div> | |
| <p class="text-gray-600 mt-1">Pylint found an unused import in middleware.py</p> | |
| <div class="mt-2 bg-white p-3 rounded-lg border border-gray-200"> | |
| <div class="flex items-start"> | |
| <span class="text-gray-500 font-mono text-sm mr-2">3:</span> | |
| <pre class="text-gray-800 text-sm font-mono">import hashlib # <span class="highlight text-blue-700">This import is unused</span> | |
| import json</pre> | |
| </div> | |
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| <!-- Summary Card --> | |
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| <h3 class="text-lg font-semibold text-gray-800 mb-4">CodeWatcher's Summary</h3> | |
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| <h4 class="font-medium text-indigo-800 mb-2">General Feedback</h4> | |
| <div class="text-gray-700 bot-message"> | |
| <p class="mb-2">👋 Hello there! I've reviewed your PR and overall, you're doing great work! Just a few constructive observations from my security mentor perspective:</p> | |
| <ul class="list-disc pl-5 space-y-1"> | |
| <li>The auth middleware structure is well-designed, but we need to address a critical security issue with the hard-coded secret.</li> | |
| <li>I notice you've implemented proper error handling in most places - that's excellent!</li> | |
| <li>The SQL injection vulnerability in db_utils.py is a high-priority fix - let's collaborate on the solution.</li> | |
| </ul> | |
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| <h4 class="font-medium text-green-800 mb-2">Security Score</h4> | |
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| <span class="text-gray-700">Code Quality</span> | |
| <span class="font-medium">72/100</span> | |
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| <span class="text-gray-700">Security</span> | |
| <span class="font-medium">58/100</span> | |
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| <div class="bg-green-500 h-2 rounded-full" style="width: 58%"></div> | |
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| <i class="fas fa-lightbulb mr-1"></i> Addressing the critical and high severity issues could improve your security score significantly. | |
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