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Get Started Free →Scan code for security issues: dependency vulnerabilities (npm/pip audit), secret leaks (regex and entropy analysis), and OWASP anti-patterns like SQL injection, XSS, or command injection. Use when the user mentions security scans, vulnerability detection, secret leaks, API keys, OWASP, npm audit, pip-audit, hardcoded passwords, or code security checks.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 56% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -17% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -12% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 16% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 22% | 0% |
A code security scanning tool with three core scanning capabilities:
bash# Scan the current directory (all checks) python3 scripts/security_scan.py . # Scan dependencies only python3 scripts/security_scan.py --mode deps . # Detect secret leaks only python3 scripts/security_scan.py --mode secrets /path/to/project # Detect OWASP security patterns only python3 scripts/security_scan.py --mode owasp . # Output report in JSON format python3 scripts/security_scan.py --format json --output report.json . # Only show findings at high severity and above python3 scripts/security_scan.py --severity high .
Automatically detects the project type and invokes the appropriate tool:
| Project Type | Detection File | Tool Used | |---|---|---| | Node.js | package.json + package-lock.json | npm audit | | Python | requirements.txt / pyproject.toml / Pipfile | pip-audit |
If the corresponding audit tool is not installed, a helpful message is displayed instead of an error.
Detection is performed in two ways:
Regex Matching: Covers common secret formats
| Secret Type | Example Pattern | |---|---| | AWS Access Key | 20-character string starting with AKIA | | GitHub Token | Starts with ghp_ or github_pat_ | | Slack Token | Starts with xoxb- or xoxp- | | Stripe Key | Starts with sk_live_ or pk_live_ | | Private Key File | -----BEGIN PRIVATE KEY----- | | Generic API Key | Format like api_key = "..." | | Credentials in URL | https://user:pass@host | | JWT Token | eyJ... format |
Shannon Entropy Analysis: Computes information entropy for string constants in code (threshold > 4.5 and length >= 20) to discover secrets in non-standard formats.
Covers statically detectable security patterns from the OWASP Top 10:
| OWASP Category | Detection Patterns | |---|---| | A02: Cryptographic Failures | Weak hashes (MD5/SHA1), weak ciphers (DES/RC4) | | A03: Injection | SQL injection, command injection (os.system / subprocess shell / eval / exec), XSS (innerHTML / document.write / dangerouslySetInnerHTML / v-html) | | A04: Insecure Design | Path traversal | | A05: Security Misconfiguration | Debug mode enabled, CORS wildcard, binding to 0.0.0.0 | | A08: Integrity Failures | Insecure deserialization (pickle / yaml.load / marshal / unserialize) | | A10: SSRF | User input passed directly to HTTP requests |
Supported languages: Python, JavaScript/TypeScript, Java, PHP, Ruby, Go, and more.
| Parameter | Description | Default | |---|---|---| | TARGET | Directory to scan | Current directory | | --mode MODE | Scan mode: all, deps, secrets, owasp | all | | --format FORMAT | Output format: text, json | text | | --output FILE | Output file path | stdout | | --severity LEVEL | Minimum reporting level: low, medium, high, critical | low | | --exclude-dir DIR | Additional directories to exclude (repeatable) | - | | --max-file-kb SIZE | Maximum file size to scan in KB | 512 | | -h, --help | Show help | - |
=== Security Scan Report ===
Target: /path/to/project
Modules: deps, secrets, owasp
[CRITICAL] AWS Access Key ID
File: src/config.py:15
Code: AWS_KEY = "AKIAIOSFODNN7EXAMPLE"
[HIGH] SQL Injection (f-string)
File: src/db.py:42
Code: cursor.execute(f"SELECT * FROM users WHERE id={user_id}")
--- Summary ---
Critical: 1 | High: 1 | Medium: 0 | Low: 0
Total findings: 2json{ "target": "/path/to/project", "scan_time": "2026-04-14T10:30:00", "findings": [ { "scanner": "secrets", "name": "AWS Access Key ID", "severity": "critical", "file": "src/config.py", "line": 15, "snippet": "AWS_KEY = \"AKIAIOSFODNN7EXAMPLE\"", "category": "secret-pattern" } ], "summary": {"critical": 1, "high": 0, "medium": 0, "low": 0, "total": 1} }
| Exit Code | Meaning | |---|---| | 0 | No findings | | 1 | Findings present (at least one security issue) | | 2 | Scanner internal error |
npm (for Node.js projects), pip-audit (for Python projects)Other measured skills in the registry, with their headline benchmark lift.