Manual vulnerability remediation workflow:
1. SAST scan finds vulnerability         (~5 minutes)
2. Security engineer analyzes impact     (~2 hours)
3. Developer creates fix                 (~1 hour)
4. Code review and approval              (~30 minutes)
5. Merge and deploy                      (~30 minutes)

Total: 4+ hours per vulnerability

Orbit Tracer automated workflow:
Finding → Blast Radius Analysis → Risk Scoring → MR Creation

45 seconds. End of story.

STEP 1: Get Finding
        Extract vulnerability from GitLab SAST scan
               ↓
STEP 2: Query Orbit Knowledge Graph
        3-hop dependency tracing → Blast radius analysis
               ↓
STEP 3: Analyze Risk with Claude Agent
        Risk scoring (1-10) + Business impact assessment
               ↓
STEP 4: Check Approval Threshold (Human-In-The-Loop)
        Critical findings require human approval
               ↓
STEP 5: Draft Secure Code
        Claude generates remediation in detected language
               ↓
STEP 6: Create Merge Request
        GitLab MR with secure code, description, labels

Question: "Which services are affected by the SQL Injection 
in database/user_service.py?"

Response:
✅ Affected services: Auth module, Payment processor, Admin dashboard
✅ Blast radius: 12 files across 3 services
✅ Risk score: 9/10 (CRITICAL)
✅ Teams notified: @database-team, @security-team

Question: "What's the business impact if we don't fix 
the Command Injection?"

Response:
✅ Risk: Remote Code Execution on entire system
✅ Compliance: GDPR violation (4% revenue fine)
✅ Timeline: CRITICAL (fix in 4 hours)
✅ Proposed fix: Use subprocess.run() with arg list

Question: "Create a merge request to fix the XXE vulnerability"

Response:
✅ MR Created: security/fix-xxe-attack-#12345
✅ Secure Code: defusedxml implementation
✅ Status: ⏳ Awaiting human approval
✅ Link: https://gitlab.com/.../merge_requests/xyz

✅ Python        ✅ Go             ✅ Rust
✅ JavaScript    ✅ Java           ✅ Ruby
✅ TypeScript    ✅ C#/.NET        ✅ PHP
(Extensible to all languages)

✅ GDPR (EU)              ✅ PCI-DSS (Payment Cards)
✅ HIPAA (Healthcare)     ✅ SOC 2 (Coming)

Manual Security Remediation:
├─ Vulnerability detection:  ~5 min
├─ Impact analysis:         ~2 hours
├─ Code generation:         ~1 hour
├─ Code review:             ~30 min
└─ Deploy:                  ~30 min
    Total: 4+ HOURS per finding

Orbit Tracer:
├─ Vulnerability detection: ~5 min (SAST)
├─ Impact analysis:         ~5 sec  (Orbit)
├─ Code generation:         ~10 sec (Claude)
├─ MR creation:             ~5 sec  (GitLab)
└─ Human approval:          ~30 min (required)
    Total: 45 SECONDS (automated portion)

TIME SAVED: 99.8% ⚡

orbit-tracer/
├── .agents/
│   ├── flows/orbit-tracer/v1.yml          # 6-step remediation pipeline
│   └── skills/security-policy/SKILL.md    # Security policy framework
├── app/                                    # Core application modules
│   ├── __init__.py                        # Package initialization
│   ├── auth/access_control.py             # User authorization
│   ├── config/credentials.py              # Secrets management
│   ├── database/user_service.py           # Database operations
│   ├── encryption/crypto.py               # Cryptography & hashing
│   ├── file_ops/unsafe_file.py            # File handling
│   ├── logging/logger.py                  # Application logging
│   ├── serialization/pickle_handler.py    # Data serialization
│   ├── utils/system_commands.py           # System utilities
│   ├── file_handler.py                    # File processing
│   └── xml_parser.py                      # XML handling
├── .gitlab-ci.yml                         # SAST & secret detection pipeline
├── CHANGELOG.md                           # Version history
├── CONTRIBUTING.md                        # Contribution guidelines
├── LICENSE                                # MIT License
├── README.md                              # Documentation (you are here)
         

# Clone the repository
git clone https://gitlab.com/rajus-agent/orbit-tracer.git
cd orbit-tracer

# Review the architecture
cat README.md                    # This file
cat CHANGELOG.md                # What's new
cat .agents/flows/orbit-tracer/v1.yml  # 6-step agent flow
cat .agents/skills/security-policy/SKILL.md  # Security policy framework

# Explore the application structure
ls app/                         # View all modules
cat app/__init__.py             # See vulnerability metadata
find app/ -name "*.py"          # See all Python files

Orbit Tracer System:

GitLab SAST Pipeline
        ↓
Orbit Tracer Agent (6-step automation)
    Finding → Blast Radius → Risk → Approval → Code → MR
        ↓ ↓ ↓
    Orbit  Claude  GitLab
    Graph  Agent   API
        ↓ ↓ ↓
    SKILL.md (Security Policy)
    - Risk scoring
    - Compliance rules
    - Escalation procedures
        ↓
    Merge Request (Ready for Review)
    - Secure code
    - Risk assessment
    - Blast radius info