Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute (5Γ cost reduction vs dense models), implementing sparse...
Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long documents (32k-128k+ tokens), extending pre-trained models...
Use when you need to control Slack from Moltbot via the slack tool, including reacting to messages or pinning/unpinning items in Slack channels or DMs.
Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
Control Eight Sleep pods (status, temperature, alarms, schedules).
Build or update the BlueBubbles external channel plugin for Moltbot (extension package, REST send/probe, webhook inbound).
Foodora-only CLI for checking past orders and active order status (Deliveroo WIP).
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
Local text-to-speech via sherpa-onnx (offline, no cloud)
Start voice calls via the Moltbot voice-call plugin.
Edit PDFs with natural-language instructions using the nano-pdf CLI.
iMessage/SMS CLI for listing chats, history, watch, and sending.
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level...
Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.
Control Sonos speakers (discover/status/play/volume/group).
Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.
Manage Things 3 via the `things` CLI on macOS (add/update projects+todos via URL scheme; read/search/list from the local Things database). Use when a user asks Moltbot to add a task to Things,...
Get current weather and forecasts (no API key required).