Deterministic security scanner for AI-generated projects. Scan any project, get a prioritized action plan — so you review 3 files instead of 300.
Project description
Deterministic security scanner for AI-generated and human-written code.
Scan any project. Get a prioritized action plan. Review 3 files instead of 300.
What is Auditize?
Auditize scans your project for 22 categories of security and quality issues — hardcoded secrets, debug artifacts, misconfigured Docker, missing CI/CD, and more.
Each rule is:
- Deterministic — pure pattern matching. Zero AI hallucinations.
- Verifiable — every finding cites a file, a line number, and the matched code.
- OWASP-referenced — backed by real security research.
Review your entire project in seconds. Not hours.
Quick Start
# Install
pip install auditize
# Scan the current project
auditize scan .
# Get a todo-style action plan
auditize scan . --plan
# Integrate into CI
auditize scan . --json
Zero dependencies. Zero config.
Features
| Feature | Description |
|---|---|
| 🔍 22 rules, 3 critical | Secrets, SSL keys, debug code, Docker, CORS, git leaks |
| 🎯 Action plan mode | --plan gives a checklist: "fix these 3 first, then these 2" |
| 📊 Health score + grade | A–D grading with visual score bar |
| ✅ Fix tracking | Mark issues as fixed; they disappear from future scans |
| 🔗 CI-ready JSON | --json for pipeline integration |
| 🛡️ Zero false positives | Prefers false negatives over noise |
| 📖 Open source rules | Each rule has a detailed explainer (auditize explain SEC-001) |
| 📦 Zero dependencies | Uses only the Python standard library |
Output Modes
Default: Health bar + key items
Auditize v0.1.1 — Deterministic Security Review · 22 rules
Project: my-app (Python, JavaScript)
Files: 47 code files | Rules: 22
Health ████████████████░░░ B (72/100)
Critical: 1 | High: 2 | Medium: 3
─── Must Fix ──────────────────────────────────────────
🔴 SEC-001 API Key hardcoded
config.py:15 → API_KEY = 'sk_live_...'
Fix: Move to .env
🟠 SEC-005 SSL key file in project
deploy/server.key:1 → Private key found
Fix: Remove from repo
─── Should Fix ────────────────────────────────────────
🟡 SEC-014 Unpinned dependency
requirements.txt:3 → django>=4.0
Fix: Pin to django==4.2.16
Plan mode: Checklist
📋 Action Plan — my-app
Step 1: Must Fix (3 items · 13 min)
□ 1. SEC-001 Hardcoded API key
config.py:15 → API_KEY = 'sk_live_...'
✓ Fixed? Next scan will auto-detect.
Step 2: Should Fix (2 items · 5 min)
□ 4. SEC-014 Unpinned dependency
requirements.txt:3 → django>=4.0
JSON mode: CI integration
auditize scan . --json > report.json
Rules (22 total)
| ID | Category | Severity | Checks |
|---|---|---|---|
| SEC-001 | Secret Leak | 🔴 critical | Hardcoded API keys, passwords, tokens |
| SEC-002 | Secret Leak | 🟠 high | .env not in .gitignore |
| SEC-003 | Git Leak | 🟠 high | Git history contains sensitive files |
| SEC-004 | Git Leak | 🟡 medium | .gitignore missing essential entries |
| SEC-005 | SSL | 🔴 critical | SSL private key files in project |
| SEC-006 | Debug | 🟡 medium | Debug statements in production code |
| SEC-007 | Code Marker | 🔵 low | Accumulated TODO/FIXME markers |
| SEC-008 | File Permission | 🟡 medium | World-readable sensitive files |
| SEC-009 | Path | 🟡 medium | Hardcoded absolute paths |
| SEC-010 | Database | 🟠 high | SQLite DB files web-accessible |
| SEC-011 | Large File | 🔵 low | Files >1MB in repo |
| SEC-012 | Docker | 🟡 medium | Publicly exposed ports |
| SEC-013 | Docker | 🔵 low | :latest tag used |
| SEC-014 | Dependency | 🟡 medium | Unpinned version ranges |
| SEC-015 | Error Handling | 🟡 medium | Empty catch/except blocks |
| SEC-016 | Documentation | 🔵 low | Missing README |
| SEC-017 | Documentation | 🔵 low | Missing LICENSE |
| SEC-018 | CI/CD | ⚪ info | Missing CI/CD configuration |
| SEC-019 | Dependency | 🔵 low | node_modules tracked by git |
| SEC-020 | Security Config | 🔴 critical | Default admin passwords |
| SEC-021 | Security Config | 🟡 medium | CORS wildcard (*) |
| SEC-022 | Security Config | 🟠 high | DEBUG mode hardcoded True |
Why not use X?
| Auditize | Gitleaks | Semgrep | Snyk | linter | |
|---|---|---|---|---|---|
| Zero deps | ✅ | ❌ | ❌ | ❌ | ✅ |
| Fix tracking | ✅ | ❌ | ❌ | ❌ | ❌ |
| Action plan | ✅ | ❌ | ❌ | ❌ | ❌ |
| Secrets scan | ✅ | ✅ | partial | ✅ | ❌ |
| Docker scan | ✅ | ❌ | ✅ | ✅ | ❌ |
| Git history | ✅ | ✅ | ❌ | ❌ | ❌ |
| Open source rules | ✅ | ❌ | ✅ | ❌ | ✅ |
| No AI (deterministic) | ✅ | ✅ | ✅ | ❌ | ✅ |
Auditize isn't trying to replace dedicated tools — it's a catch-all first pass that runs in seconds with zero setup.
Installation
# Via pip
pip install auditize
# Via pipx (isolated)
pipx install auditize
# Via pre-commit
# Add to .pre-commit-config.yaml:
# - repo: https://github.com/yizhizhu222/auditize
# rev: v0.1.1
# hooks:
# - id: auditize-scan
CI/CD Integration
name: Security Scan
on: [push, pull_request]
jobs:
auditize:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: '3.11'
- run: pip install auditize
- run: auditize scan . --json > report.json
- run: |
python3 -c "
import json
d = json.load(open('report.json'))
assert d['severity_counts'].get('critical', 0) == 0, 'Critical issues found!'
"
Documentation
- CLI Reference — full command reference (Chinese)
- Rule Library — all 22 rules documented
- Publishing Guide — PyPI release process
Development
git clone https://github.com/yizhizhu222/auditize.git
cd auditize
pip install -e ".[test]"
pytest tests/ -v
See CONTRIBUTING.md for guidelines.
License
MIT
Project details
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