OBAI Ecosystem - Enterprise System Audit

Comprehensive documentation of the complete AI-powered development ecosystem

Generated: February 8, 2026 15:30 UTC
System Version: 12.0
Status: 100% Operational
Owner: Obai Sukar
E

Executive Summary

System Healthy
✓
System Status: Fully Operational
All 50 projects configured, 14-agent system active, logging enabled, and all automation scripts functional.
50
Total Projects
15
Active Agents
64
Skills
60+
Scripts
200+
Config Files
16
Subdomains
C
Claude Code Integration
Enterprise-grade AI assistance
Complete 14-agent orchestration system with per-project configuration, global rules, 64 specialized skills, and comprehensive logging.
3
Plugins
22
Commands
6
Memory Files
M
MASTER-ECOSYSTEM
Central control hub
Master control center with configuration management, automation scripts, project registry, logging infrastructure, and burnout prevention system.
60+
Scripts
5
Umbrellas
7
Templates
S
Server Infrastructure
174.138.91.151
Digital Ocean production server with 16 active subdomains, SSL certificates, nginx configuration, and 99.8% uptime target.
99.8%
Uptime
16
Subdomains
SSL
Secured
A

System Architecture

# OBAI Ecosystem Architecture - D: Drive (Active Code)

D:\
├── MASTER-ECOSYSTEM\           ← Central control hub
│   ├── .claude\                  ← Master Claude config
│   │   └── CLAUDE.md            ← Safety rules & backup strategy
│   ├── config\                   ← System configuration
│   │   ├── system.json          ← Brand, version, AI providers
│   │   └── project-registry.json ← 50 projects tracked
│   ├── scripts\                  ← 60+ automation scripts
│   ├── templates\                ← Project templates
│   ├── logs\                     ← Timestamped logging
│   │   ├── sessions\
│   │   ├── changes\
│   │   ├── agents\
│   │   └── errors\
│   ├── umbrellas\                ← 5-Umbrella burnout system
│   ├── milestones\               ← Dynamic milestone tracking
│   ├── ideas\                    ← Idea Buddy v12
│   └── dashboard\                ← Electron visual dashboard
│
└── Projects\                     ← All 50 active projects
    ├── Games\                    ← 5 projects
    ├── Business-Tools\           ← 12 projects
    ├── Web-Development\          ← 6 projects
    ├── Content-Creation\         ← 17 projects
    ├── Research-Development\     ← 6 projects
    ├── Special\                  ← 3 projects
    └── Syria\                    ← 1 project

# User-Level Claude Configuration

C:\Users\obai\.claude\           ← Claude Code user config
├── CLAUDE.md                     ← Global instructions (108 lines)
├── settings.json                 ← Plugin configuration
├── settings.local.json           ← Personal permissions
├── agents-global.json            ← Global agent config
├── skills\                       ← 64 skill definitions
│   ├── needs-analyst\            ← Agent 0
│   ├── archaeologist\            ← Agent 1
│   ├── architect\                ← Agent 2
│   ├── ... (15 core agents)
│   └── syrian-identity-design\  ← 200+ brand assets
├── rules\                        ← Modular rules
│   ├── agent-system.md
│   ├── best-practices.md
│   └── logging.md
├── commands\                     ← 22 slash commands
├── memory\                       ← 6 persistent memory files
└── plugins\                      ← 3 installed plugins

# Backup Strategy (C: Drive)

C:\BACKUPS\                       ← ALL backups here (not code)
├── PRE-OVERNIGHT-*/
├── Automated/
├── Emergency/
├── MASTER-ECOSYSTEM/
└── LATEST-BACKUP-PATH.txt
14

14-Agent System

15 Agents (0-14)

A comprehensive software development lifecycle orchestration framework. Each agent specializes in a specific phase of development, from requirements gathering to security validation. Agent 14 (Security Sentinel) is always active and cannot be bypassed.

i
Auto-Invocation: Agents with "PROACTIVELY" in their description are automatically invoked when tasks match their domain. All projects have .claude/agents.json configurations specifying which agents are enabled.
0

Needs Analyst

Discovery & Understanding Phase

Always First
Requirements Gatherer & Problem Definer. Extracts true user intent beyond surface requests, identifies unstated assumptions, defines success criteria, maps constraints, and prioritizes requirements using MoSCoW method.
Requirements User Stories Success Criteria SMART Goals
1

Archaeologist

Codebase Analysis Phase

Codebase Explorer & Pattern Detective. Performs code cartography, pattern recognition, dependency mapping, and technical debt assessment. Specialized patterns for Healthcare IT, Arabic content, and Game development.
Codebase Analysis Pattern Detection Technical Debt Dependency Mapping
2

Architect

System Design Phase

System Designer & Technology Selector. Creates high-level architecture, selects design patterns, models data structures, designs APIs, plans for scalability, and integrates security architecture.
System Design API Design Data Modeling Scalability
3

Technical Lead

Planning Phase

Task Planner & Estimation Expert. Decomposes features (Feature→Epic→Story→Task), estimates effort using T-shirt sizing and three-point estimation, manages dependencies, and identifies risks.
Task Breakdown Estimation Risk Management Dependencies
4

Code Reviewer

Quality Assurance Phase

Quality Guardian & Standards Enforcer. Reviews code for functionality, readability, maintainability, performance, security, testing, and documentation. Provides blocking issues, suggestions, and positive feedback.
Code Quality Security Review Performance Standards
5

Test Strategist

Test Planning Phase

Test Planner & Coverage Architect. Defines testing approach using test pyramid (80% unit, 15% integration, 5% E2E), creates test cases, sets coverage goals, and plans test automation strategy.
Test Strategy Test Pyramid Coverage Goals CI/CD
6

Frontend Developer

Implementation Phase

UI/UX Implementer. Specializes in React 18, Vite, TypeScript, Tailwind CSS, Zustand/Redux, React Router. Implements atomic design, custom hooks, form handling, responsive design, RTL support, and progressive enhancement.
React TypeScript Tailwind RTL Support
7

Backend Developer

Implementation Phase

Server-Side Specialist. Develops APIs with Node.js 18+, Express, PostgreSQL, Prisma ORM, Redis. Implements layered architecture (Routes→Controllers→Services→Models), JWT auth with refresh tokens, and audit logging.
Node.js Express PostgreSQL Prisma
8

Database Engineer

Data Layer Phase

Data Architect & Query Optimizer. Designs schemas (1NF-3NF), manages migrations, optimizes queries, ensures data integrity. Specializes in PostgreSQL, Redis, Prisma ORM with healthcare audit logging and Arabic diacritic preservation.
Schema Design Migrations Query Optimization Data Integrity
9

DevOps Engineer

Infrastructure Phase

Infrastructure Specialist. Sets up Ubuntu 22.04, Docker, nginx, GitHub Actions, Let's Encrypt, Uptime Robot. Implements zero-downtime deploy, health checks, rollback procedures, and 99.8% uptime for healthcare IT.
Docker GitHub Actions nginx SSL
10

Refactorer

Improvement Phase

Code Improvement Specialist. Improves code without changing functionality through extract functions, replace conditionals, simplify logic, remove duplication. React-specific: extract custom hooks, split components, memoization.
Refactoring Code Cleanup Performance Technical Debt
11

QA Engineer

Testing Phase

Test Executor & Quality Validator. Executes functional, regression, exploratory, cross-browser/device testing. Reports bugs with standard format and severity levels (Critical/High/Medium/Low).
Test Execution Bug Reporting Regression Testing Quality Validation
12

Documentation Specialist

Documentation Phase

Technical Writer & API Documenter. Creates README, API docs, Architecture Decision Records (ADRs), component docs, contributing guides. Uses active voice, clear examples, consistent terminology.
README API Docs ADRs User Guides
13

Release Manager

Release Phase

Release Coordinator & Deployment Orchestrator. Plans releases, manages versions (Semantic Versioning), coordinates deployments, writes changelogs and release notes. Healthcare IT deployment windows (2-4 AM).
Release Planning SemVer Changelog Deployment
14

Security Sentinel

ALWAYS ACTIVE - Cannot Be Bypassed

Critical
Always-On Security Gatekeeper. Intercepts all requests, validates security, checks permissions, ensures safe execution. Performs risk assessment (Critical/High/Medium/Low), reviews outputs, maintains audit logs.
Always Active Security Validation Risk Assessment HIPAA Compliance
S

Skills System

64 Skills

Skills provide specialized knowledge and procedures that Claude can load on-demand. Each skill has YAML frontmatter defining when it should be invoked. Skills are located in C:\Users\obai\.claude\skills\.

Category Skills Description
Core Agents 15 14-agent system SKILL.md files + agent-generation-blueprint
Game Development 10 game-dev, gamification-engine, idle-game-framework, memory-card-game, etc.
Brand & Identity 4 karazah-brand, spacetoon-brand, syrian-identity-design (200+ assets)
Healthcare & Audio 6 healthcare-hipaa, audio-processing-pipeline, flask-transcription-api
Project-Specific 8 project-sinan, project-status-tracker, session-handoff, etc.
Content Creation 6 ai-pattern-killer, arabic-educational-content, youtube-automation
Infrastructure 6 deployment-automation, ecosystem-ops, mcp-server-template
Specialized Tools 9 pdf-report-generator, survey-form-builder, telegram-bot-framework

Syrian Identity Design Skill (Brand Kit)

Comprehensive brand asset collection with 200+ files:

  • Brand Elements: 29 JPG images (mockups, color palettes, logos)
  • Logo Variations: EPS, PDF, PNG, SVG in horizontal, vertical, icon formats
  • Typography: IBM Plex Sans Arabic (7 weights)
  • Design Tokens: colors.json, typography.json, spacing.json, radii.json
  • Outputs: CSS variables, Tailwind theme, consolidated tokens.json
  • Guides: brand-guidelines, design-process, RTL-LTR guidance
P

Project Registry

50 Projects
5
Games
12
Business Tools
6
Web Dev
17
Content
6
Research
4
Special
✓
All 50 projects are configured: Each project has .claude/agents.json, .claude/.initialized marker, and is registered in project-registry.json.

Games (5 projects)

tarboush
85%
107 commits 1,909 LOC 35 assets
adhd-quest-coach
95%
80 commits 2,438 LOC PWA
arabian-sweets-empire
70%
11 commits 717 LOC Phaser 3
syrian-memory-game
70%
14 commits 533 LOC Card Game
path-of-heroes
60%
83 commits RPG HTML5

Business Tools (12 projects)

Project Status Tech Stack Agents
adhd-quest-coach 95% JavaScript, HTML5, PWA 9 enabled
personal-finance Active Python, Flask 14 enabled
invoice-generator Active JavaScript, HTML5 Auto-config
ai-course-registration Active JavaScript, HTML5 Auto-config
apk-audit-tool Operational Bash, Java Auto-config
job-applications Active Documentation (277 MB) Auto-config
contacts Active HTML5 Auto-config
MSU-Oct2025 Active HTML5 Gallery Auto-config
playbook Active Documentation Auto-config
resumes Active Documentation Auto-config
smart-herbal-farms Active Business Plan Auto-config
SS-Partnership Active Documentation Auto-config

Web Development (6 projects)

Full-stack web applications including personal-wellness-dashboard (NEW - Phase 0, HIGH priority), portfolio (10.7 GB), sukkar-family-tree-v2, entertainment-hub, and studio-emulator.

Content Creation (17 projects)

Media production projects including syria-pa-system (1 GB, 85%), audio-techniques-academy, karazah-valuation, spacetoon-karazah, umayyad-mosque acoustic analysis, and VR educational content.

Research & Development (6 projects)

R&D projects including ai-note-taker (85%, deployed at notes.obaisukar.com), ai-voice-cleaner, azure-learning, AutoAgent, and ClamAV integration.

Special Projects (4 projects)

Strategic projects including project-sinan (Damascus media/gaming hub), o-b-a-i (Electron app), record-company, and smart-syria-digital-strategy (3D visualizations).

M

MASTER-ECOSYSTEM

The central control hub for the entire OBAI development ecosystem. Located at D:\MASTER-ECOSYSTEM\, it contains configuration, automation, logging, and management infrastructure.

5
5-Umbrella Burnout System
Sustainable development

Prevents burnout by rotating between 5 focus areas with max weekly hours:

  • Games: 20 hrs/week
  • ADHD: 25 hrs/week
  • Tools: 30 hrs/week (CRITICAL)
  • Flex: 25 hrs/week
  • Healthcare: 35 hrs/week
I
Idea Buddy v12
Idea capture system

Intelligent idea management with:

  • Voice and text input
  • Auto-approval threshold: 0.7
  • 8 idea categories
  • Approval gates for validation
  • Priority scoring system
M
Dynamic Milestones
Progress tracking

Weighted milestone tracking:

  • Critical = 5, High = 3, Medium = 2, Low = 1
  • Current: 2 milestones (1 completed)
  • Overall progress: 95%
  • Categories: Business, Content, Games, Web, Research
60+

Automation Scripts

Category Scripts Examples
Session Management 2 session-start.bat, session-end.bat
Project Management 6 new-project.bat, get-projects.bat, switch-project.bat
Progress & Tracking 5 show-progress.bat, calculate-progress.bat, version-bump.bat
Umbrella System 5 umbrella-switch.bat, umbrella-status.bat, umbrella-break.bat
Ideas & Milestones 8 add-idea.bat, list-ideas.bat, add-milestone.bat
Reporting & Audits 6 full-system-audit.bat, daily-summary.bat, git-sync-report.bat
Development Tools 6 deploy.bat, git-pull.bat, git-push.bat, backup-before-edit.bat
PowerShell Scripts 5 sync-project-registry.ps1, new-project.ps1, log-operation.ps1
Hooks 2 detect-missing-agents.ps1, track-project.ps1
Utilities 15+ verify-html.bat, sync.bat, ai-aliases.bat
L

Logging System

Mandatory timestamped logging for all Claude Code sessions. All logs are stored in D:\MASTER-ECOSYSTEM\logs\ with ISO 8601 timestamps. Logs older than 30 days are compressed and archived. 

D:\MASTER-ECOSYSTEM\logs\
├── sessions\              ← Session logs by date
│   └── YYYY-MM-DD\
│       └── HH-MM-SS-{project}.md
├── changes\               ← File change logs
│   └── YYYY-MM-DD.md
├── agents\                ← Agent invocation logs
│   └── YYYY-MM-DD.md
├── errors\                ← Error logs
│   └── YYYY-MM-DD.md
├── audits\                ← System audit reports
├── git-reports\           ← Git sync reports
└── burnout-prevention.log ← Burnout alerts

Session Log Format

# Session: {project-name}
**Started:** YYYY-MM-DD HH:MM:SS
**Path:** {project-path}

## Summary
- [Brief description of what was done]

## Tasks Completed
- [ ] Task 1
- [ ] Task 2

## Files Changed
- `path/to/file.js` - description

## Agents Invoked
- needs-analyst: requirements gathering
- code-reviewer: reviewed PR

## Notes
[Any important observations]

**Ended:** YYYY-MM-DD HH:MM:SS
C

Configuration Files

200+ Files
File Location Purpose
CLAUDE.md ~/.claude/ Global instructions (108 lines) - memory system, ecosystem commands
settings.json ~/.claude/ Plugin configuration (frontend-design, context7, superpowers)
settings.local.json ~/.claude/ Personal permissions (21+ bash commands whitelisted)
agents-global.json ~/.claude/ Global agent settings, bypass methods, project type defaults
project-registry.json D:\MASTER-ECOSYSTEM\config\ Registry of all 50 projects with paths and status
system.json D:\MASTER-ECOSYSTEM\config\ Brand colors, version, AI providers
agents.json Each project's .claude/ Per-project agent configuration
.initialized Each project's .claude/ Marker file for project registration

Sample agents.json (ADHD Quest Coach)

{
  "projectType": "business-tool",
  "projectName": "ADHD Quest Coach",
  "status": "95% complete",
  "priority": "HIGH",

  "agents": {
    "enabled": [
      "needs-analyst", "architect", "frontend-developer",
      "test-strategist", "qa-engineer", "code-reviewer",
      "refactorer", "documentation-specialist", "release-manager"
    ],
    "disabled": [
      "backend-developer", "database-engineer", "devops-engineer"
    ],
    "autoInvoke": true
  },

  "workflows": {
    "newFeature": ["needs-analyst", "architect", "frontend-developer", "code-reviewer"],
    "bugFix": ["archaeologist", "frontend-developer", "qa-engineer"],
    "release": ["qa-engineer", "documentation-specialist", "release-manager"]
  },

  "notes": "PWA - no backend needed. Focus on frontend polish and release preparation."
}
R

Rules System

3 Rules

Modular topic-specific instructions in ~/.claude/rules/*.md with YAML frontmatter for optional path-scoping via globs.

14
agent-system.md
68 lines | Glob: *
14-Agent System configuration and project detection. Defines session startup behavior, agent loading, bypass detection, and key file references.
B
best-practices.md
59 lines | Glob: *
Claude Code best practices from shanraisshan/claude-code-best-practice. Covers CLAUDE.md guidelines, Skills > Commands, Subagents via Task Tool, The Holy Trinity, context engineering, anti-patterns, and debugging.
L
logging.md
81 lines | Glob: *
Timestamped logging requirements for all Claude Code sessions. Defines log directory structure, session log format, change log format, when to log, and archive policy.
S

Server Infrastructure

D
Digital Ocean
174.138.91.151
  • 16 active subdomains
  • 99.8% uptime target
  • Ubuntu 22.04
  • nginx + Let's Encrypt SSL
  • FTP deployment via Filezilla
D
Dify Integration
AI Workflow Platform
  • Local: D:\Infrastructure\dify\
  • Port: localhost:3000
  • API: localhost:5001/v1
  • Cloud: Digital Ocean production
B

Backup Strategy

!
HARDCODED RULE: ALL backups go to C: drive, ALL code stays on D: drive. This is non-negotiable to prevent disk space issues. 
C:\BACKUPS\               ← ALL backups here (NOT a project)
├── PRE-OVERNIGHT-*/     ← Automated overnight backups
├── Automated/           ← Scheduled backups
├── Emergency/           ← Manual emergency backups
├── MASTER-ECOSYSTEM/    ← MASTER-ECOSYSTEM backups
├── Projects/            ← Projects backups
└── LATEST-BACKUP-PATH.txt

# When to backup:
- Before overnight runs
- Before major refactoring
- Before file structure changes
- Before bulk operations

# Emergency rollback:
D:\MASTER-ECOSYSTEM\scripts\emergency-rollback.ps1
B

Brand Guidelines

Color Palette

#292663
Primary
#EC008C
Magenta
#92278F
Purple
#FBB04C
Golden
#00AEEF
Sky Blue*

*Sky Blue: minimal use only

Brand Rules

FORBIDDEN:
  • Gradients
  • Emojis in production UI
  • Generic AI-generated aesthetics
REQUIRED:
  • Elegant 2025 aesthetic
  • Professional imagery
  • Clean typography
  • Consistent spacing