JEBATCore v2.0 — Now with Pengawal CyberSec & Agent Town

The LLM Ecosystem That Remembers Everything

Eternal memory. Multi-agent orchestration. 6 thinking modes. CyberSec assistant. Self-hosted, privacy-first. Built by NusaByte for developers who need a buddy, not an assistant.

23+
Specialist Agents
40+
Optimized Skills
6
Roadmap Quarters ✅
100%
Features Shipped

Everything You Need

A complete development ecosystem — from memory to security to deployment.

🧠

Eternal Memory

5-layer cognitive architecture (M0–M4) with heat-based importance scoring. JEBAT remembers what matters across every session.

  • Sensory → Episodic → Semantic → Conceptual → Procedural
  • Automatic consolidation and intelligent forgetting
  • Cross-linked semantic recall
⚔️

Multi-Agent Orchestration

23 specialized agents — from Tukang (builder) to Hulubalang (security) — coordinated by Panglima, the capture-first operator.

  • Parallel specialist execution
  • Council-style decision workflows
  • Git worktree isolation for concurrent tasks
🔥

Ultra-Think Reasoning

6 thinking modes optimized for every task: Fast, Deliberate, Deep, Strategic, Creative, and Critical.

  • Token-optimized context compression
  • Progressive disclosure of reasoning chains
  • Confidence scoring per response
🛡️

Pengawal — CyberSec Assistant

Three-tier security: Perisai (defensive), Pengawal (monitoring), Serangan (authorized offensive).

  • Vulnerability scanning & threat modeling
  • OWASP/CIS compliance auditing
  • Automated pentest reporting
🔒

Autonomous Security Scanner

Adapted from IBM's agentic-ai-cyberres. Runs on every session startup — scans the entire codebase for secrets, CVEs, injection patterns, and infrastructure misconfigs.

  • Secret & credential detection across all files
  • Dependency vulnerability audit (npm + pip)
  • 18 MCP security tools catalog from awesome-cybersecurity-agentic-ai
  • Auto-generated scan reports in security/scan-reports/
📡

Multi-Channel Gateway

WhatsApp, Telegram, Discord, Slack, and REST API — meet users where they are, all through one gateway on port 18789.

  • OpenClaw-compatible protocol
  • Session management & cron automation
  • DM pairing for security
🔌

Dev Tool Integration

VS Code, Cursor, Zed, Trae, Antigravity — JEBAT context injects directly into your IDE workflow.

  • One-click `npx @nusabyte/jebat install`
  • Per-IDE optimized context files
  • Command palette integration
🏘️

Agent Town

Pixel-art RPG world where you walk up to AI workers and assign tasks face-to-face. Built on OpenClaw, integrates with JEBAT's multi-agent system.

  • Phaser 3 + React HUD
  • Real-time task tracking in-game
  • Worker autonomy with JEBAT skills

Integrations

Plug JEBAT into your existing tools. Bring your agents, connect your gateway, play in the world.

🏘️

Agent Town

Pixel-art RPG world where you walk up to AI workers and assign tasks face-to-face. Built on OpenClaw, integrates with JEBAT's multi-agent system.

🧩

OpenClaw Gateway

Plug your existing OpenClaw gateway into JEBAT's skill system, memory layers, and agent orchestration seamlessly.

🤖

Custom Agents

Bring your own agents. JEBAT's adapter system accepts any AI agent that can communicate via REST API or WebSocket.

Architecture

ChannelsWhatsApp · Telegram · Discord · Slack · REST API
Gateway (port 18789)Sessions · Cron · Tool routing · Multi-tenant
JEBAT Core
├─ Memory (M0-M4)Heat scoring · Consolidation · Vector search
├─ Ultra-Think6 reasoning modes · Token optimization
├─ Ultra-Loop5-phase continuous processing
├─ Agent Orchestrator23 specialists · Council workflows
├─ Serangan AutonomousCodebase scanner · IBM agentic-ai-cyberres · 18 MCP tools
├─ Pengawal (CyberSec)Perisai · Pengawal · Serangan
└─ Agent TownPixel-art RPG task assignment world
StoragePostgreSQL/TimescaleDB · Redis · SQLite (Chroma)

Stack

Frontend
Next.js 16 · React 19 · TypeScript · Tailwind v4 · shadcn/ui
Backend
Python 3.11+ · FastAPI · Uvicorn · Pydantic
Database
PostgreSQL/TimescaleDB · Redis 7 · SQLite + Chroma
AI/ML
Ollama · OpenAI · Anthropic · Google Gemini · OpenRouter · ZAI
DevOps
Docker Compose · Nginx · Let's Encrypt
CLI
Node.js (jebat) · Python (jebat_dev) · Rich UI

Optimized & Enhanced Skills

Every skill has been optimized for token efficiency, enhanced with real-world patterns from skills.sh, and adapted for the JEBAT ecosystem.

Owner: humm1ngb1rd — nusabyte.my

PanglimaHikmatTukangHulubalangPawangSyahbandarBendaharaPenyemakSenibina Antara MukaPenyebar Reka BentukPengkarya KandunganJurutulis JualanPenjejak CarianPenggerak PasaranPenganalisisStrategi JenamaStrategi ProdukKhidmat PelangganPenulis CadanganPenggerak JualanPengawalPerisaiSerangan

Roadmap

Q2 2026

Infrastructure & Polish

  • Monitoring dashboard
  • Docker deployment
  • CI/CD pipeline
  • WhatsApp + Discord channel stubs
Q3 2026

Web UI, API & Scale

  • Next.js 16 web app (9 pages)
  • REST API v1 (FastAPI)
  • Python + JS SDKs
  • Multi-tenancy support
Q4 2026

Advanced Features & AI

  • Plugin system
  • Dynamic agent loading + shimmer
  • Autonomous security scanner + auto-fix
  • Knowledge Graph (Neo4j)
Q1 2027

Mobile & Voice

  • iOS + Android app (Flutter scaffold)
  • Voice commands (Whisper STT)
  • ElevenLabs TTS integration
  • 50 cyber quotes
Q2 2027

Enterprise Features

  • Advanced RBAC (7 roles, 20+ permissions)
  • Audit logging (GDPR/SOC2/ISO27001)
  • Compliance reports
  • Enterprise README
Q3 2027

Distributed System

  • Multi-instance sync design
  • Federated learning module
  • Event-driven sync with checksums
  • Heartbeat monitoring

Ready to Build with JEBAT?

Tell us about yourself, your environment, and what you need. We'll set things up for you.