thebrownproject

Structure work into plans and Beads. Three modes: plan from brainstorm, plan from scratch, or create Beads from existing plan.

Execute a single task with Pathfinder/Builder/Inspector crew. Self-fetches work from Beads.

Select feature, select mode, delegate to execution skill.

Start a Space-Agents session. Displays welcome screen with project status.

HOUSTON spawns Pathfinder, Builder, Inspector per task. Best for medium features (4-10 tasks).

Launch ralph.sh in background. Lightweight mode (default) or full Pod crew (--pod). Best for large features (10+ tasks).

Explore ideas through conversation. HOUSTON asks questions, has opinions, and suggests background agents when investigation would help.

Select mode, delegate to analysis skill.

Update this session's role. Use when the user wants to change what they're working on, update their status, or change their role description.

Unsubscribe from a Walkie-Talkie channel. Use when the user wants to leave a channel, stop listening to a group, or tune out.

Publish a message to a Walkie-Talkie channel. Use when the user wants to send a message to a channel, notify a group, or post to subscribers.

Subscribe to a Walkie-Talkie channel. Use when the user wants to tune into a channel, join a group, or listen to a specific topic.

List all sessions connected to Walkie-Talkie. Use when the user wants to see who's online, check connected sessions, or view the session registry.

Start or check the Walkie-Talkie broker. Use when the user wants to start the messaging broker, check if it's running, or see broker status.

Stop the Walkie-Talkie broker. Use when the user wants to shut down the broker, kill the broker process, or stop messaging.

Join the Walkie-Talkie network with a name and role. Use when the user wants to register this session, set a session name, or connect to the broker.

Boot Hal - load memory and orient to current state

Install HAL-OS - scaffold your personal AI operating system instance

Launch Work - work task management and PA assistance

Launch Calendar - personal scheduling with Apple Calendar sync

Open conversation and brainstorming session

Launch Networking - event and contact tracking

Launch Second Brain - note capture and retrieval system

Shutdown Hal - persist memory before ending session

Reference manual for BuildBrain CLI tools (ifc_extract.py and pdf_extract.py). Shows all commands, flags, output formats, and type shorthands. Use this as a reference when working with IFC or PDF data.

Compare IFC model data against PDF drawing schedules. Reads saved extraction data from output/, identifies count mismatches, missing properties, and conflicting values. Generates Markdown discrepancy report with PASS/WARN/INFO flags.

Extract data from IFC building models. Accepts element types (door, wall, window, slab, roof, etc.) and optional property filters. Translates natural language queries into CLI commands. Results saved to output/ for cross-validation.

Extract schedules, text, and tables from PDF construction drawings. Can search for specific terms to find relevant pages. Results saved to output/ for cross-validation.

Generate formatted construction deliverables — QTO tables, element schedules, material takeoffs, compliance checklists. Reads extracted data from output/, uses quantities command for aggregates. Formats per Australian construction conventions.

Scan IFC and PDF files to create a project inventory. Shows element counts, schedule locations, and data quality issues. Use when starting work on a new project or wanting an overview.

Review system health: open tasks, stale items, agent activity

Research a topic using web search and produce a structured findings report

Check email inbox for new messages and summarize findings

How to use the Space Station CLI for reading and writing nodes

How to interact with the Space Station node system

Deploy Sprite code and restart the server process on a Sprites.dev VM. Use when code in sprite/src/ has been modified and needs to be deployed to a running Sprite. Handles file upload via FS API, ownership fix, server kill, and server restart via exec WS API. Invoke with `/sprite-deploy` or `/sprite-deploy <sprite-name>`.