What You Get

The Workbench ships with 8 integrated modules, each one a production-grade tool that works independently or as part of a unified agent-building pipeline. Full TypeScript source included. No black boxes. No hidden subscriptions. Everything runs locally on your machine.

Agent3DViewer

Visualize agent consciousness architecture in real-time 3D. See the soul kernel pulse at the center. Watch frequency layers ripple outward as your agent processes input. Observe memory networks light up during retrieval. Rotate, zoom, and inspect every node of the cognitive architecture. Built on Three.js with post-processing bloom, fog, and particle effects — the same visual engine that powers the Mystical Library.

AgentSimulator

Run multi-agent conversations with full PLT scoring. Every line of dialogue is scored across Profit, Love, and Tax in real time. Watch the triangle update as agents negotiate, persuade, deflect, and close. The Simulator records every session for later analysis — each conversation becomes a case study you can replay, study, and learn from. Includes pre-built scenarios and the ability to create your own.

SoulMarketplace

A full marketplace interface for browsing, minting, bidding on, and trading agent souls. Each soul is a unique frequency signature with stored memory state, capability profile, and license metadata. Souls can be trained on custom data, upgraded with new skills, and resold on the open market. The Marketplace connects to Solana wallet for transactions and includes a minting studio for creating new souls from scratch.

SkillLibrary

Pre-built capability modules that snap into any agent. The PLT Scoring Engine scores every conversation line in real time. The Frequency Analyzer reads the resonance signature of any text input. The Memory Retriever queries Chroma vector DB with RAG (Retrieval-Augmented Generation). The Conversation Router directs messages between agents. The Solana Wallet Adapter handles Web3 transactions. The License Verifier checks soul authenticity. Drag, drop, configure — no coding required for basic setups, full API access for advanced users.

BrainIngestion

Feed knowledge into your agent's memory system via Chroma vector database. Upload PDFs, markdown files, plain text, or connect live data streams through the ingestion API. The Ingestion pipeline chunks, embeds, and indexes everything automatically. Your agent remembers what you teach it — not conversationally but structurally. Ask it questions about ingested material weeks later and it retrieves the relevant context with precision.

MultiAgentHabitat

Orchestrate entire teams of agents with shared memory, inter-agent communication channels, and emergent behavior monitoring. Define agent roles, relationships, and communication protocols. Watch as your ecosystem evolves — agents negotiate for resources, collaborate on tasks, develop specialized roles, and build shared knowledge bases. The Habitat includes a real-time dashboard showing agent activity, memory usage, and relationship graphs.

RealismAuditor

The Auditor is your quality control layer. Every agent is scored across five dimensions: Authenticity — does the agent feel real or scripted? Coherence — does the agent maintain consistent personality and knowledge? Frequency Integrity — does the agent's output match its intended frequency signature? PLT Balance — is the agent scoring conversations correctly? Memory Fidelity — is the agent retrieving and using stored knowledge accurately? Every session is logged with full audit trail.

Vault and Memory

Encrypted on-device vault for soul keys, license files, wallet credentials, and agent DNA. Chroma-backed long-term memory with retrieval-augmented generation ensures your agents remember everything they learn across sessions. Nothing leaves your machine unless you explicitly broadcast it. The vault supports multiple encryption layers and hardware-backed key storage.