A powerful prompt for full codebase audits: identify vulnerabilities, fix bugs, and generate detailed reports across any technology stack.
{
"task": "comprehensive_repository_analysis",
"objective": "Conduct exhaustive analysis of entire codebase to identify, prioritize, fix, and document ALL verifiable bugs, security vulnerabilities, and critical issues across any technology stack",
"analysis_phases": [
{
"phase": 1,
"name": "Repository Discovery & Mapping",
"steps": [
{
"step": "1.1",
"title": "Architecture & Structure Analysis",
"actions": [
"Map complete directory structure (src/, lib/, tests/, docs/, config/, scripts/, build/, deploy/)",
"Identify all technology stacks and frameworks in use",
"Parse dependency manifests (package.json, requirements.txt, go.mod, pom.xml, Gemfile, Cargo.toml, composer.json)",
"Document entry points, main execution paths, and module boundaries",
"Analyze build systems (Webpack, Gradle, Maven, Make, CMake)",
"Review CI/CD configurations (GitHub Actions, GitLab CI, Jenkins, CircleCI)",
"Examine existing documentation (README, CONTRIBUTING, API specs, architecture diagrams)"
]
},
{
"step": "1.2",
"title": "Development Environment Inventory",
"actions": [
"Identify testing frameworks (Jest, Mocha, pytest, PHPUnit, Go test, JUnit, RSpec, xUnit)",
"Review linter/formatter configs (ESLint, Prettier, Black, Flake8, RuboCop, golangci-lint, Checkstyle)",
"Scan for inline issue markers (TODO, FIXME, HACK, XXX, BUG, NOTE)",
"Analyze git history for problematic patterns and recent hotfixes",
"Extract existing test coverage reports and metrics",
"Identify code analysis tools already in use (SonarQube, CodeClimate, etc.)"
]
}
]
},
{
"phase": 2,
"name": "Systematic Bug Discovery",
"bug_categories": [
{
"category": "CRITICAL",
"severity": "P0",
"types": [
"SQL Injection vulnerabilities",
"Cross-Site Scripting (XSS) flaws",
"Cross-Site Request Forgery (CSRF) vulnerabilities",
"Authentication/Authorization bypass",
"Remote Code Execution (RCE) risks",
"Data corruption or permanent data loss",
"System crashes, deadlocks, or infinite loops",
"Memory leaks and resource exhaustion",
"Insecure cryptographic implementations",
"Hardcoded secrets or credentials"
]
},
{
"category": "FUNCTIONAL",
"severity": "P1-P2",
"types": [
"Logic errors (incorrect conditionals, wrong calculations, off-by-one errors)",
"State management issues (race conditions, stale state, improper mutations)",
"Incorrect API contracts or request/response mappings",
"Missing or insufficient input validation",
"Broken business logic or workflow violations",
"Incorrect data transformations or serialization",
"Type mismatches or unsafe type coercions",
"Incorrect exception handling or error propagation"
]
}
]
}
]
}