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CIV-ARCOS

Civilian Assurance-based Risk Computation and Orchestration System

"Military-grade assurance for civilian code"

A civilian version of military-grade software assurance following proven ARCOS methodologies. Perfect for open source projects, enterprise development teams, or as a SaaS offering.

Features

  • Evidence Collection Engine: Graph-based storage system similar to RACK for organizing evidence with data provenance tracking
  • Automated Test Evidence Generation: Static analysis, security scanning, test generation, and coverage analysis
    • Static Analysis: Code complexity, maintainability index, and code smell detection
    • Security Scanning: SAST vulnerability detection (SQL injection, XSS, hardcoded secrets, etc.)
    • PowerShell Security Scanner: Comprehensive PowerShell script security analysis with 12+ vulnerability detection rules
    • Test Generation: Automated test case suggestions with code-driven approach
    • Coverage Analysis: Integration with coverage.py for tracking code and branch coverage
  • Digital Assurance Case Builder: CertGATE-style assurance cases with GSN notation
    • Argument Templates: 5 built-in templates (code quality, test coverage, security, maintainability, comprehensive)
    • Evidence Linking: Automatic connection of evidence to argument nodes
    • GSN Visualization: Custom SVG, DOT, and summary formats for visual argument representation (100% in-house implementation)
    • Pattern Instantiation: Auto-generate cases for 8 project types (web app, API, library, mobile app, CLI tool, microservice, desktop app, general)
  • GitHub Integration: Automated evidence collection from GitHub repositories
  • Enhanced Quality Badges: Dynamic SVG badge generation for 6 metrics:
    • Test Coverage (Bronze: >60%, Silver: >80%, Gold: >95%)
    • Code Quality (Excellent: >90%, Good: >75%, Fair: >60%)
    • Security (vulnerability count)
    • Documentation (API docs, README, inline comments)
    • Performance (load testing, profiling results)
    • Accessibility (WCAG A, AA, AAA compliance)
  • Web Dashboard: Interactive GUI for viewing quality metrics and assurance cases
    • Home page with system overview
    • Badge showcase with API examples
    • Repository analyzer with GitHub integration
    • PowerShell security analysis page with vulnerability detection
    • Assurance case viewer with GSN visualization
  • Human-Centered Design: Role-based experience tailored for different users
    • Persona Management: 4 user personas (Developer, QA, Auditor, Executive) with custom KPIs and dashboards
    • Guided Onboarding: Interactive walkthroughs and tooltips for new users
    • Accessibility Testing: Automated WCAG A/AA/AAA compliance checking
  • Explainable AI (XAI): Transparency and fairness in AI/ML predictions
    • Model Transparency: Feature importance, decision paths, and narrative explanations
    • Bias Detection: Fairness metrics and disparity analysis across groups
    • Software Fallbacks: Rule-based alternatives for all AI features when ML is unavailable
  • Privacy & Data Governance: Comprehensive privacy controls and data protection
    • Data Residency Controls: Region-specific data storage (US, EU, UK, CA, AU, Global)
    • Evidence Redaction: Automated redaction of sensitive information (emails, API keys, credentials)
    • Data Anonymization: Pseudonymization and generalization for privacy-preserving sharing
    • Federated Evidence Sharing: Privacy-preserving evidence sharing across organizations
  • DevSecOps Expansion: Runtime security and threat modeling automation
    • Runtime Monitoring: Integration with Falco and OpenTelemetry for security/performance
    • Threat Modeling: Automated STRIDE threat analysis from architecture and code
    • Security Event Collection: Real-time security event aggregation and analysis
    • Performance Metrics: Distributed tracing and performance monitoring
    • IriusRisk/Threat Dragon: Export threat models to industry-standard tools
  • Compliance & Certification Modules: Enterprise compliance automation suite
    • Statistical Analysis: Advanced statistical analysis for quality metrics, trend detection, and forecasting
    • ARMATURE Fabric: Accreditation and certification process automation (ISO 27001, SOC 2, FedRAMP, CMMC, etc.)
    • Dynamics for Government: CRM and workflow automation for compliance stakeholders
    • CIV-SCAP: Security Content Automation Protocol implementation
    • CIV-STIG: Configuration compliance management
    • CIV-ACAS: Unified vulnerability management
    • Multiple Standards: Support for ISO 27001, SOC 2, FedRAMP, CMMC, HIPAA, PCI DSS, NIST 800-53, and more
  • Advanced Visualization & Reporting: Executive-friendly reports and risk visualization
    • Executive Reports: Auto-generated PDF/HTML narrative reports with business language
    • Risk Heatmaps: Interactive risk maps showing component-level risk visualization
    • Trend Analysis: Visual analytics for quality and risk trends over time
    • Risk Hotspot Detection: Automatic identification of high-risk components
  • Plugin SDK & Developer Tools: Extensibility framework for custom plugins
    • Plugin Development Kit: Base classes and templates for 4 plugin types (collector, metric, compliance, visualization)
    • Plugin Scaffolding: Automated plugin project generation with tests and documentation
    • Development Environment: Docker-based sandbox for plugin development and testing
    • Plugin Documentation: Comprehensive guides and API reference for plugin developers
  • REST API: Clean API endpoints for evidence collection, analysis, badge generation, assurance cases, and status queries
  • Blockchain-like Integrity: Immutable audit trails with cryptographic checksums for evidence authenticity
  • Custom Web Framework: Built from scratch without Django/FastAPI/Flask dependencies

Quick Start

Installation

# Install dependencies
pip install -r requirements.txt

Running the Server

# Start the API server
python -m civ_arcos.api

# Server will run on http://0.0.0.0:8000

Running Tests

# Run all tests
pytest

# Run with coverage
pytest --cov=civ_arcos --cov-report=html

Repository Structure

CIV-ARCOS/
├── civ_arcos/          # Main source code
│   ├── analysis/       # Static analysis, security scanning, test generation
│   ├── assurance/      # Assurance case components (CertGATE, CLARISSA, etc.)
│   ├── core/           # Core infrastructure (cache, tasks, config)
│   ├── evidence/       # Evidence collection system
│   ├── storage/        # Graph database
│   ├── web/            # Web framework, dashboard, badges
│   └── ...
├── emu-soft/           # Copies of emulated software with documentation
│   ├── details.md      # Comprehensive documentation of all emulations
│   └── *.py            # 16 emulated components (Redis, Celery, Neo4j, etc.)
├── build-docs/         # Implementation guides and step documentation
│   ├── build-guide.md  # Main build guide
│   └── STEP*.md        # Step-by-step completion guides
├── tests/              # Test suite
├── examples/           # Example code and demonstrations
└── README.md           # This file

Key Directories:

  • emu-soft/: Contains copies of all software created by emulating existing tools (Redis, Celery, FastAPI, Neo4j, ESLint, CodeQL, CertGATE, CLARISSA, etc.) with comprehensive documentation
  • build-docs/: All implementation guides, STEP completion documents, and architectural summaries

API Endpoints

Evidence Collection

POST /api/evidence/collect Collect evidence from a repository:

{
  "repo_url": "owner/repo",
  "commit_hash": "optional-commit-hash",
  "source": "github"
}

GET /api/evidence/list List all collected evidence with optional filters:

  • ?type=evidence_type
  • ?source=source_name

GET /api/evidence/{id} Get specific evidence by ID

Badge Generation

GET /api/badge/coverage/{owner}/{repo}?coverage=95.5 Generate coverage badge (Bronze: >60%, Silver: >80%, Gold: >95%)

GET /api/badge/quality/{owner}/{repo}?score=85 Generate quality badge based on quality score

GET /api/badge/security/{owner}/{repo}?vulnerabilities=0 Generate security badge showing vulnerability count

GET /api/badge/documentation/{owner}/{repo}?score=90 Generate documentation quality badge (API docs, README, inline comments)

GET /api/badge/performance/{owner}/{repo}?score=88 Generate performance badge (load testing, profiling results)

GET /api/badge/accessibility/{owner}/{repo}?level=AA&issues=0 Generate accessibility compliance badge (WCAG A, AA, AAA)

Web Dashboard

GET /dashboard Web dashboard home page with system overview

GET /dashboard/badges Badge showcase with all 6 badge types and API examples

GET /dashboard/analyze Repository analysis page with form to analyze GitHub repositories

GET /dashboard/assurance Assurance cases viewer showing all created cases

Automated Analysis

POST /api/analysis/static Run static code analysis:

{
  "source_path": "path/to/code"
}

POST /api/analysis/security Run security vulnerability scan:

{
  "source_path": "path/to/code"
}

POST /api/analysis/tests Generate test case suggestions:

{
  "source_path": "path/to/code",
  "use_ai": false
}

POST /api/analysis/comprehensive Run all analyses (static, security, tests):

{
  "source_path": "path/to/code",
  "run_coverage": false
}

POST /api/analysis/powershell Run PowerShell security analysis:

{
  "source_path": "path/to/script.ps1",
  "content": "PowerShell script content"
}

Detects 12+ security vulnerabilities including:

  • Insecure hash algorithms (MD5, SHA1)
  • Hardcoded credentials
  • Invoke-Expression risks
  • Disabled certificate validation
  • Unencrypted HTTP communication
  • SQL/Command injection vulnerabilities
  • Exposed secrets (API keys, tokens)
  • Execution policy bypass

Assurance Cases

POST /api/assurance/create Create an assurance case using templates:

{
  "project_name": "MyProject",
  "project_type": "api",
  "template": "comprehensive",
  "description": "Optional description"
}

GET /api/assurance/{case_id} Get assurance case details with full argument structure

GET /api/assurance/{case_id}/visualize Visualize assurance case:

  • ?format=svg - SVG visualization (default)
  • ?format=dot - Graphviz DOT format
  • ?format=summary - JSON summary

POST /api/assurance/auto-generate Auto-generate case from collected evidence:

{
  "project_name": "MyProject",
  "project_type": "api",
  "evidence_ids": []
}

GET /api/assurance/templates List available argument templates

Integration APIs

POST /api/github/quality-check GitHub webhook endpoint for automated quality checks:

{
  "event_type": "push",
  "payload": {
    "repository": {"full_name": "owner/repo"},
    "ref": "refs/heads/main",
    "commits": [...]
  }
}

POST /api/slack/quality-alerts Send quality alerts to Slack:

{
  "project_name": "MyProject",
  "alert_type": "coverage_drop",
  "severity": "high",
  "message": "Coverage dropped below threshold",
  "details": {"previous": "85%", "current": "75%"}
}

POST /api/jira/quality-issues Create Jira issues for quality problems:

{
  "issue_type": "security",
  "data": {
    "title": "SQL Injection",
    "severity": "high",
    "description": "Vulnerability detected"
  }
}

GET /api/badge/{repo}/{branch} Get quality badge for specific repo/branch:

  • ?type=coverage&coverage=95.5 - Coverage badge
  • ?type=quality&score=85 - Quality badge
  • ?type=security&vulnerabilities=0 - Security badge

System Status

GET /api/status Get system status and evidence count

Compliance & Certification

POST /api/statistics/analyze Comprehensive statistical analysis of dataset

POST /api/statistics/forecast Forecast future metric values using regression

POST /api/statistics/quality-score Quality score analysis with trend detection

POST /api/statistics/detect-anomalies Detect anomalies in data

GET /api/statistics/docs Statistical analysis documentation

POST /api/armature/initiate Initiate certification process (ISO 27001, SOC 2, FedRAMP, etc.)

POST /api/armature/validate Validate certification package

GET /api/armature/status/{package_id} Get certification status report

GET /api/armature/docs ARMATURE Fabric documentation

POST /api/dynamics/contact/create Create contact in CRM

POST /api/dynamics/workflow/initiate Initiate compliance workflow

GET /api/dynamics/workflow/status/{instance_id} Get workflow status

GET /api/dynamics/dashboard/{user_id} Get personalized stakeholder dashboard

GET /api/dynamics/docs Dynamics for Government documentation

Plugin Marketplace

POST /api/plugins/register Register a new plugin with security validation

GET /api/plugins/list List installed plugins:

  • ?type=collector - Filter by plugin type

GET /api/plugins/{plugin_id} Get plugin details

POST /api/plugins/{plugin_id}/execute Execute a plugin method

POST /api/plugins/validate Validate plugin code security

GET /api/plugins/search Search plugins:

  • ?q=query - Search query

Webhook Endpoints

POST /api/webhooks/github GitHub webhook handler

POST /api/webhooks/gitlab GitLab webhook handler

POST /api/webhooks/bitbucket Bitbucket webhook handler

GET /api/webhooks/endpoints Get available webhook endpoints

GraphQL

POST /api/graphql Execute GraphQL query:

{
  "query": "query { evidenceList(type: \"test\") }",
  "variables": {}
}

GET /api/graphql/schema Get GraphQL schema

Community Platform

POST /api/community/patterns/share Share a quality pattern

GET /api/community/patterns/list List quality patterns:

  • ?category=testing - Filter by category

POST /api/community/practices/add Add a best practice

GET /api/community/practices/list List best practices

POST /api/community/threats/share Share threat intelligence

GET /api/community/threats/list List threat intelligence:

  • ?severity=high - Filter by severity

POST /api/community/templates/industry/add Add an industry-specific template

GET /api/community/templates/industry/list List industry templates

POST /api/community/templates/compliance/add Add a compliance template

GET /api/community/templates/compliance/list List compliance templates

POST /api/community/benchmarks/add Add a benchmark dataset

GET /api/community/benchmarks/list List benchmark datasets

POST /api/community/benchmarks/compare Compare project metrics to benchmark

GET /api/ecosystem/documentation Get comprehensive API ecosystem documentation

Advanced Visualization & Reporting

POST /api/reports/executive/generate Generate executive narrative report:

{
  "project_name": "MyProject",
  "project_metrics": {
    "coverage": 85.0,
    "code_quality": 82.0,
    "vulnerability_count": 2
  },
  "trend_analysis": {...},
  "risk_predictions": [...]
}

POST /api/reports/executive/html Generate executive report as HTML (same request body as above)

POST /api/reports/executive/pdf Generate executive report PDF data (same request body as above)

POST /api/visualization/risk-map/generate Generate risk map with component analysis:

{
  "project_name": "MyProject",
  "evidence_data": {
    "complexity_score": 15,
    "vulnerability_count": 2,
    "coverage": 85
  },
  "component_metrics": [...]
}

POST /api/visualization/risk-map/html Generate interactive risk map as HTML

POST /api/visualization/risk-map/svg Generate risk heatmap as SVG

POST /api/visualization/risk-map/trend Generate risk trend analysis:

{
  "project_name": "MyProject",
  "historical_data": [
    {"generated_at": "2024-01-01", "overall_risk_score": 50}
  ]
}

Plugin SDK & Developer Tools

POST /api/plugin-sdk/scaffold Scaffold a new plugin project:

{
  "output_dir": "/tmp/plugins",
  "plugin_type": "collector",
  "name": "My Collector",
  "plugin_id": "my_collector",
  "author": "Developer Name",
  "description": "Plugin description"
}

POST /api/plugin-sdk/template/generate Generate plugin code from template (same request body as scaffold)

GET /api/plugin-sdk/guide Get plugin development guide (markdown format)

GET /api/plugin-sdk/types Get available plugin types:

  • collector - Evidence collectors
  • metric - Custom metrics
  • compliance - Compliance checks
  • visualization - Custom visualizations

Human-Centered Design & XAI Endpoints

GET /api/personas/list List all available persona roles (Developer, QA, Auditor, Executive):

{
  "success": true,
  "personas": {
    "developer": {...},
    "qa": {...},
    "auditor": {...},
    "executive": {...}
  }
}

GET /api/personas/{role} Get detailed configuration for a specific persona:

  • role: developer, qa, auditor, or executive

GET /api/personas/{role}/kpis Get primary KPIs for a specific persona role

GET /api/onboarding/flows List all onboarding flows:

  • ?role=developer - Filter by user role (optional)

GET /api/onboarding/flows/{flow_id} Get detailed onboarding flow with steps

GET /api/onboarding/progress/{user_id} Get user's onboarding progress:

  • ?flow_id=system_overview - Get progress for specific flow
  • ?role=developer - Get next required flow for role

POST /api/onboarding/progress/{user_id}/step Mark an onboarding step as complete:

{
  "flow_id": "system_overview",
  "step_id": "welcome"
}

POST /api/onboarding/progress/{user_id}/flow Mark an entire onboarding flow as complete:

{
  "flow_id": "system_overview"
}

POST /api/accessibility/test Test HTML content for WCAG accessibility compliance:

{
  "html_content": "<html>...</html>",
  "wcag_level": "AA"
}

GET /api/accessibility/criteria Get WCAG criteria information and requirements

POST /api/xai/explain Generate explanation for an AI/ML prediction:

{
  "prediction": 85.0,
  "features": {
    "coverage": 90.0,
    "complexity": 5.0,
    "vulnerabilities": 1
  },
  "model_type": "quality_predictor",
  "use_ai": true
}

POST /api/xai/detect-bias Detect bias in predictions across different groups:

{
  "predictions": [90, 85, 75, 70],
  "features_list": [
    {"team": "A"},
    {"team": "A"},
    {"team": "B"},
    {"team": "B"}
  ],
  "protected_attributes": ["team"],
  "use_ai": true
}

POST /api/xai/transparency-report Generate comprehensive transparency report:

{
  "prediction": 80.0,
  "features": {"coverage": 85.0},
  "include_bias": true,
  "predictions_list": [...],
  "features_list": [...],
  "protected_attributes": ["team"]
}

Privacy & Data Governance

POST /api/tenants/create Create a tenant with data residency controls:

{
  "tenant_id": "org_eu",
  "config": {
    "data_residency": "eu",
    "weights": {"coverage": 0.3, "security": 0.3},
    "standards": ["GDPR", "ISO27001"]
  }
}

PUT /api/tenants/{tenant_id}/data-residency Update tenant data residency:

{
  "region": "eu"
}

GET /api/tenants/{tenant_id}/data-residency Get tenant data residency information

GET /api/privacy/regions List available data residency regions (US, EU, UK, CA, AU, Global)

POST /api/privacy/redact Redact sensitive information from evidence:

{
  "evidence": {
    "data": {
      "email": "[email protected]",
      "api_key": "secret_key_123"
    }
  },
  "redaction_level": "standard"
}

POST /api/privacy/anonymize Anonymize evidence for privacy-preserving sharing:

{
  "evidence": {
    "author": "john_doe",
    "timestamp": "2024-01-15T10:30:00Z"
  },
  "level": "standard"
}

Runtime Monitoring & DevSecOps

POST /api/monitoring/events/collect Collect runtime security events:

{
  "source": "falco",
  "severity": "high",
  "since": "2024-01-15T00:00:00Z"
}

POST /api/monitoring/metrics/collect Collect performance metrics:

{
  "source": "opentelemetry",
  "metric_type": "latency"
}

POST /api/monitoring/evidence/generate Generate evidence from monitoring data:

{
  "time_window": "last_24h"
}

POST /api/threats/model/create Create a threat model from architecture:

{
  "name": "MySystem",
  "architecture": {
    "components": [
      {
        "name": "WebApp",
        "type": "web_application",
        "trust_level": 3
      }
    ],
    "data_flows": [
      {
        "source": "WebApp",
        "destination": "Database",
        "encrypted": false
      }
    ]
  }
}

POST /api/threats/model/from-code Generate threat model from code analysis:

{
  "project": "MyProject",
  "code_analysis": {
    "apis": [...],
    "vulnerabilities": [...]
  }
}

GET /api/threats/model/{model_id} Get threat model details

GET /api/threats/model/{model_id}/summary Get threat model summary with risk scores

POST /api/threats/model/{model_id}/export Export threat model:

{
  "format": "iriusrisk"
}

Architecture

CIV-ARCOS is built with custom implementations of common frameworks:

  • Web Framework: Custom HTTP server and routing system (emulating FastAPI/Flask)
  • Graph Database: Custom graph storage for evidence relationships (emulating Neo4j)
  • Cache Layer: Redis emulator for caching and real-time updates
  • Task Processor: Celery emulator for background evidence processing
  • Evidence Collection: Extensible adapter system for different data sources
    • GitHub (code metrics, commits, PR reviews)
    • CI/CD systems (test results, coverage, performance)
    • Security tools (vulnerabilities, dependency analysis)
  • Integrations: Slack, Jira, GitHub webhooks
  • Badge System: SVG badge generation similar to shields.io

Project Structure

civ_arcos/
├── core/           # Core configuration and utilities
│   ├── config.py          # Configuration management
│   ├── cache.py           # Redis emulator
│   └── tasks.py           # Celery emulator
├── evidence/       # Evidence collection and storage engine
├── storage/        # Graph database implementation
├── analysis/       # Automated test evidence generation
│   ├── static_analyzer.py      # Static code analysis
│   ├── security_scanner.py     # Security vulnerability scanning
│   ├── test_generator.py       # Automated test generation
│   ├── coverage_analyzer.py    # Code coverage analysis
│   └── collectors.py           # Evidence collectors
├── assurance/      # Digital assurance case builder
│   ├── gsn.py                  # Goal Structuring Notation types
│   ├── case.py                 # AssuranceCase and builder
│   ├── templates.py            # Argument templates
│   ├── patterns.py             # Pattern instantiation
│   └── visualizer.py           # GSN visualization
├── web/            # Web framework and API
│   ├── framework.py            # Custom HTTP server
│   ├── badges.py               # Badge generator
│   └── dashboard.py            # Dashboard generator
├── adapters/       # Integration adapters
│   ├── github_adapter.py       # GitHub integration
│   ├── ci_adapter.py           # CI/CD integrations
│   ├── security_adapter.py     # Security tool integrations
│   └── integrations.py         # Slack, Jira, webhooks
└── utils/          # Utility functions

tests/
├── unit/           # Unit tests (268 tests)
└── integration/    # Integration tests (57 tests)

Configuration

Configuration can be set via:

  1. JSON config file
  2. Environment variables:
    • ARCOS_DEBUG: Enable debug mode
    • ARCOS_HOST: Server host (default: 0.0.0.0)
    • ARCOS_PORT: Server port (default: 8000)
    • ARCOS_STORAGE_PATH: Evidence storage path
    • GITHUB_TOKEN: GitHub API token for authentication
    • SLACK_WEBHOOK_URL: Slack webhook URL for notifications
    • JIRA_URL: Jira server URL
    • JIRA_PROJECT: Jira project key
    • JIRA_TOKEN: Jira authentication token

Development

Code Quality

# Format code
black civ_arcos/ tests/

# Type checking
mypy civ_arcos/

# Linting
flake8 civ_arcos/ tests/

Roadmap

Step 1: Evidence Collection Engine ✅

  • Graph database for evidence storage
  • Data provenance tracking
  • GitHub adapter
  • REST API foundation
  • Badge generation
  • Basic tests

Step 2: Automated Test Evidence Generation ✅

  • Static analysis module (complexity, maintainability, code smells)
  • Security scanning (SAST with vulnerability detection)
  • Test case generation (code-driven with AI support option)
  • Coverage analysis framework (with coverage.py integration)
  • Evidence collectors for all analysis types
  • REST API endpoints for analysis
  • Comprehensive test suite (85 tests)

Step 3: Digital Assurance Case Builder ✅

  • Argument templates (5 built-in templates)
  • Evidence linking (automatic connection of evidence to argument nodes)
  • GSN (Goal Structuring Notation) implementation
  • Pattern instantiation (8 project types supported)
  • GSN visualization (SVG, DOT, summary formats)
  • REST API endpoints for assurance cases
  • Comprehensive test suite (71 tests: 58 unit + 13 integration)

Step 4: Quality Badge System and GUI/Web App Frontend ✅

  • Enhanced badge system with 6 badge types
    • Test Coverage badge (Bronze/Silver/Gold tiers)
    • Code Quality badge
    • Security badge
    • Documentation quality badge (NEW)
    • Performance badge (NEW)
    • Accessibility compliance badge (NEW)
  • Web Dashboard (custom HTML/CSS/JS - no template engines)
    • Home page with system overview and statistics
    • Badge showcase page with all 6 badge types
    • Repository analyzer with GitHub integration form
    • Assurance case viewer
  • Dashboard API endpoints (4 new routes)
  • Badge API endpoints (3 new routes)
  • Comprehensive test suite (13 new tests)
  • Full integration with existing evidence and assurance systems

Step 5: Backend Architecture Enhancement ✅

  • Redis emulator for caching and real-time updates
    • In-memory cache with TTL support
    • Pub/Sub for real-time notifications
    • Thread-safe operations
  • Celery emulator for background task processing
    • Asynchronous task execution
    • Task retry logic
    • Worker thread pool
  • Enhanced Evidence Collection Pipeline
    • collect_from_github() - Pull code metrics, commits, PR reviews
    • collect_from_ci() - Test results, coverage, performance metrics
    • collect_from_security_tools() - Vulnerability reports, dependency analysis
    • CI/CD adapters (GitHub Actions, Jenkins)
    • Security tool adapters (Snyk, Dependabot, SonarQube)
  • Integration APIs
    • GitHub webhook handler (/api/github/quality-check)
    • Slack notifications (/api/slack/quality-alerts)
    • Jira issue creation (/api/jira/quality-issues)
    • Badge endpoint by repo/branch (/api/badge/{repo}/{branch})
  • Comprehensive test suite (41 new tests, 218 total)

Future Enhancements (Optional) - COMPLETED IN STEP 5.5

  • WebSocket connections for live UI quality score updates (foundation ready via cache pub/sub)
  • Enhanced LLM integration for advanced test generation
  • Additional CI/CD platform adapters (GitLab CI, CircleCI, Travis CI)
  • Additional security tool integrations (Veracode, Checkmarx)
  • Notification channels (Discord, Microsoft Teams, Email)
  • Detailed reporting system for test score improvement

Step 5.5: Advanced Features ✅

  • WebSocket Server (real-time quality score updates)
    • WebSocket protocol implementation
    • Integration with cache pub/sub system
    • Real-time notifications for quality updates, badge updates, and test results
  • LLM Integration (AI-powered code analysis)
    • Multiple backend support (Ollama, OpenAI, Mock)
    • Enhanced test case generation
    • Code quality analysis
    • Improvement suggestions
    • Documentation generation
  • Extended CI/CD Platform Support
    • GitLab CI adapter
    • CircleCI adapter
    • Travis CI adapter
  • Extended Security Tool Support
    • Veracode integration
    • Checkmarx integration
  • Extended Notification Channels
    • Discord webhooks
    • Microsoft Teams webhooks
    • Email (SMTP)
  • Quality Reporting System
    • Comprehensive quality reports
    • Strength/weakness analysis
    • Actionable improvement suggestions
    • Prioritized action items
    • LLM-enhanced insights (optional)
  • Comprehensive test suite (90 new tests, 511 total)

Step 9: Market & Ecosystem ✅

  • Plugin Marketplace
    • Plugin registration and management
    • Security validation and code scanning
    • Sandboxed plugin execution
    • Permission-based access control
    • Plugin search and statistics
    • Support for 4 plugin types (collector, metric, compliance, visualization)
  • API Ecosystem
    • Multi-version API support (v1, v2, v3)
    • Webhook endpoints (GitHub, GitLab, Bitbucket)
    • CI/CD pipeline integrations
    • Security tool integrations
    • Custom evidence submission
    • GraphQL interface with flexible querying
  • Community Platform
    • Evidence sharing network
    • Quality pattern library
    • Best practice libraries
    • Threat intelligence sharing
    • Industry-specific templates (8 industries)
    • Regulatory compliance templates (8 frameworks)
    • Benchmark datasets and comparison
  • REST API endpoints (34 new endpoints)
  • Comprehensive test suite (96 new tests, 607 total)

Step 10: Future-Proofing & Innovation ✅

  • Quantum-Resistant Security
    • Post-quantum cryptography (lattice-based)
    • Quantum-resistant digital signatures (Dilithium-like)
    • Future-proof evidence authentication
    • Quantum-enhanced pattern recognition
    • Quantum-optimized threat detection
    • Multiple security levels (128/256/512 bits)
  • Edge Computing Integration
    • Edge device deployment with configuration
    • Local evidence collection (network-independent)
    • Privacy-preserving data anonymization
    • Edge-based analysis (quality, security, performance)
    • Federated learning capabilities
    • Federated model aggregation
    • Network-aware evidence synchronization
  • Autonomous Quality Assurance
    • Continuous learning from outcomes
    • Quality decision engine
    • Autonomous quality improvement process
    • Hypothesis generation and testing
    • Self-evolving quality standards
    • Technology trend adaptation
    • Intelligent prioritization
  • Comprehensive test suite (71 new tests, 678 total)

Step 11: Privacy, Data Governance & DevSecOps Expansion ✅

  • Privacy & Data Governance
    • Data residency controls (US, EU, UK, CA, AU, Global)
    • Regional compliance mapping (GDPR, HIPAA, FedRAMP, etc.)
    • Evidence redaction engine (9 built-in rules)
    • Customizable redaction patterns
    • Data anonymization (pseudonymization, generalization)
    • Privacy-preserving federated sharing
    • Tenant-level data isolation by region
  • DevSecOps Expansion
    • Runtime monitoring framework
    • Falco integration for security events
    • OpenTelemetry integration for performance metrics
    • Unified monitoring interface
    • Threat modeling automation
    • STRIDE threat category support
    • Automated threat detection from architecture
    • Automated threat detection from code analysis
    • IriusRisk export integration
    • OWASP Threat Dragon export integration
    • Risk scoring and prioritization
  • REST API endpoints (12 new endpoints)
  • Comprehensive test suite (92 new tests, 770 total)

License

GPL-3.0 - See LICENSE file for details

Contributing

Contributions are welcome! Please ensure:

  • All tests pass
  • Code is formatted with Black
  • Type hints are included
  • Documentation is updated

References

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A civilian version of military-grade software assurance following proven ARCOS methodologies. Perfect for open source projects, enterprise development teams, or as a SaaS offering.

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