System design over surface features.

Six system-level capabilities built for long-term use

Each capability supports reuse, migration, accumulation, and controlled updates.

Agent Orchestration
Agent Orchestration

Roles, tools, and output contracts operate as a repeatable execution layer.

Structured roles
Stable output contracts
Tool cooperation
Portable Workspace
Portable Workspace

Workspace, configuration, and entrypoint travel together.

Cross-device migration
Recommended START.bat entry
Maintained structure
Memory and Evidence
Memory and Evidence

Context, evidence, and project records persist as assets.

Persistent memory
Evidence traceability
Project continuity
Knowledge Absorption
Knowledge Absorption

Capture and absorb materials into your own data core.

Multi-source intake
Structured consolidation
Long-term compounding
Local Tools and Gateway
Local Tools and Gateway

Execution remains under your local control instead of being trapped by a single platform shell.

Local execution
Tool connectivity
Gateway control
Safe Portable Updates
Safe Portable Updates

Download, hash verification, install planning, and rollback work as one trusted release chain.

Online checks
SHA256 verification
Rollback ready