What problem does it solve? Setting up a new machine for the orama-system toolchain requires installing and validating many components—Node, Python 3.13, Ollama models, code-review-graph, gbrain, embeddings, and Claude Code profiles—which is error-prone and tedious to do manually. ## Core Features & Use Cases - Idempotent Bootstrap: Runs status checks and installs only missing components, safely resuming after interruptions without reinstalling satisfied binaries. - Cross-Platform Node Onboarding: Ships a dedicated Windows GPU node onboarding reference covering LM Studio requirements, Git Bash PATH shims, and LAN fleet coordination. - Error Resilience: Integrates the ADR-045 gstack/gbrain/CRG safety framework with retry-with-backoff and actionable error reporting. - Use Case: After cloning the repo on a fresh Windows RTX workstation, run the status and install actions to validate the toolchain, then confirm the ~/.orama-system/first-run.done marker before starting agentic work. ## Quick Start Ask the agent to run the first-run bootstrap status check and then install any missing orama-system toolchain components on this machine.