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AI-Powered Secret Detection, Understanding, and Prevention
Stop secrets before they stop you. WrathOps doesn't just detect — it understands, explains, and protects.
Most security tools scream at you with a vague Secret detected and leave you stranded. WrathOps is built differently.
Traditional Tools → "Secret detected. Good luck."
WrathOps → "Here's what it is, how dangerous it is,
whether it's active, and exactly how to fix it."
| Question | WrathOps Answers It |
|---|---|
| 🎯 What is it? | Identifies the exact provider and secret type |
| Classifies risk from 0–100 with confidence scoring | |
| 💥 Why does it matter? | Explains real-world impact in plain language |
| 🔍 Is it even active? | Validates key status without external exposure |
| 🔧 How do I fix it? | Guides you toward safe, immediate remediation |
Beyond regex. WrathOps reads the room.
- Distinguishes test keys from production keys
- Understands intent based on file type and usage context
- Adapts detection logic per developer environment
Every finding gets an intelligent verdict:
┌─────────────────────────────────────────────┐
│ Classifications │
│ │
│ 🟢 fake_or_test → Safe to ignore │
│ 🟡 expired_or_invalid → Low priority │
│ 🔴 real_and_dangerous → Act immediately │
│ │
│ + Risk Score (0 – 100) │
│ + Confidence Score │
└─────────────────────────────────────────────┘
No jargon. No vague warnings. Just clarity:
💬 "This appears to be a production AWS key. If exposed, attackers
could access your cloud infrastructure and incur billing charges."
Key status — determined without sending your secrets anywhere:
- ✅ Likely Active — Matches known production patterns
⚠️ Likely Inactive — Test/example pattern detected- ❓ Unknown — Valid format, status unverified
Tired of your example docs getting flagged?
- Detects known dummy/test key patterns automatically
- Filters noise so you focus on real threats only
Write code → Stage changes → WrathOps checks → ✅ Clean commit OR ❌ Blocked
- Runs entirely locally — fast and lightweight
- Stops secrets at the source, before they ever touch a remote
┌──────────────┐ ┌──────────────────┐ ┌──────────────────┐ ┌──────────────────┐
│ │ │ │ │ │ │ │
│ DETECTION │────▶│ CLASSIFICATION │────▶│ EXPLANATION │────▶│ VALIDATION │
│ │ │ │ │ │ │ │
│ Scans your │ │ AI determines │ │ Human-readable │ │ Safely checks │
│ codebase │ │ severity & │ │ risk summary │ │ key format & │
│ for secrets │ │ category │ │ is generated │ │ status │
│ │ │ │ │ │ │ │
└──────────────┘ └──────────────────┘ └──────────────────┘ └──────────────────┘
pip install git+https://github.com/tulu-g559/WrathOps-cli.git
wrathops installwrathops scan ./my_projectAdd to your .pre-commit-config.yaml:
repos:
- repo: https://github.com/tulu-g559/WrathOps-cli
rev: v1.0.0
hooks:
- id: wrathopsThen install the hook:
pre-commit install🚨 Secrets Detected in ./app.py
════════════════════════════════════════════════════════════
→ AWS_SECRET_KEY
Risk: 100/100 │ Class: real_and_dangerous │ Confidence: 0.99
──────────────────────────────────────────────────────
This appears to be a production AWS secret key. If exposed,
attackers could access your cloud resources and incur costs.
Status: ❓ Unknown (valid format, not externally verified)
→ GOOGLE_API_KEY
Risk: 82/100 │ Class: real_and_dangerous │ Confidence: 0.82
──────────────────────────────────────────────────────
This appears to be a Google API key. It could allow access to
your services and lead to data exposure or abuse.
Status: ⚠️ Likely Inactive (test/example pattern detected)
════════════════════════════════════════════════════════════
❌ Commit blocked: 2 secret(s) detected. Remediate before committing.
WrathOps is designed with absolute privacy at its core.
✅ No secrets stored — ever.
✅ No external API calls — your keys never leave your machine.
✅ Fully local execution — runs entirely on your system.
✅ Masked outputs & logs — sensitive values are never printed raw.
Your code is your business. WrathOps keeps it that way.
| Audience | Use Case |
|---|---|
| 👨💻 Jr. Software Engineers | Lightweight, noise-free pre-commit security hook |
| 🎓 Students & Learners | Learn security best practices and env variable hygiene |
| 👔 Engineering Managers | Improve team-wide security culture and code hygiene |
- Before pushing any code to GitHub / GitLab
- To secure hackathon, student, or beginner projects
- As a final safety net in any development workflow
The vision for WrathOps is to become a complete Developer Security Assistant.
- Automated Fix Generation — Move hardcoded secrets to
.envand replace withos.getenv()automatically - GitHub PR Remediation — Automated PR comments explaining risks, natively in GitHub
- CI/CD Integration — Native GitHub Actions and GitLab CI plugins
- Provider-Level Safe Validation — Secure, non-intrusive validation against AWS, OpenAI, and more
- Org-Level Analytics — Dashboards to monitor security hygiene trends across teams
Built for developers who care about security — without sacrificing speed.
WrathOps — Detect. Understand. Prevent.
