Modular Dual-State Knowledge Graph, 16-Step SDLC Tool Suite, and the RobOS foundation release

The first month of this two-month sprint established the core thesis of RobOS—that the Knowledge Graph is the product—and delivered the foundation release across the desktop appliance VM and native app suite:

• Modular Dual-State Knowledge Graph (.robos/kgraphs/): Replaced monolithic config files with namespaced JSON-LD packages validated by W3C SHACL shapes and aligned with Schema.org, backed by Knowledge Graph Explorer (with an embedded Swagger-UI OpenAPI console and reviewed workspace imports), Schema Studio, and the kgraph-* skills CLI for semantic blast-radius diffing between main and feature branches.
• 16-Step Verified SDLC & Cloud-Init Onboarding: Automated first-boot QEMU/KVM provisioning with robos-splash and unified GitHub onboarding; verified the 16-step Acme Petshop lifecycle across Task Planner, System Topology Studio (C4 + OpenAPI 3.1 synthesis), Git Projects, Bruno REST API Client, and Kube Studio (with real local Kind Kubernetes clusters and zero-click KGraph auto-deployment).
• IDE Debugging Bridges, UHP Agent Routing & Prompt Security: Shipped the IntelliJ IDEA (port 63343 IPC) and VS Code breakpoint reproduction and PR review bridges, Agents Manager & Agent Chat with UHP HarnessRouter, MCP OAuth, Caveman prompt compression, DSPy optimization, Remote Execution Studio (Bazel/Buck2/REAPI), and the zero-dependency Prompt Security Guard.