nomos

gws CLI: Shared patterns for authentication, global flags, and output formatting.

Summarize activity in a Slack channel over a timeframe (or the last ~100 messages). Use when the user says 'catch me up on #channel', 'what did I miss in X', or 'summarize this channel'.

Build a cross-channel daily digest of what matters across the user's Slack. Use for 'give me my Slack digest', 'what happened across my channels today', or a standing daily/standup recap.

Triage what needs the user's attention in Slack — unread mentions, DMs, and active threads they're in — ranked by urgency with a suggested action each. Use for 'what needs my attention on Slack', 'triage my Slack', or 'what should I respond to'.

Compose and send a Slack message to a channel, thread, or DM (or draft one for approval). Use when the user asks to post/send/DM something on Slack, or to reply in a specific thread.

Find Slack messages that need a response from the user and draft replies for them. Use for 'draft replies to my Slack', 'what am I behind on and write responses', or drafting a reply to a specific thread/DM.

Router + guardrails for Slack work — search, read, summarize, triage, draft replies, and send messages. Use whenever the user asks to do anything in Slack (read a channel, catch up, reply, post, react, find a message/person). Delegates to the specialized slack-* skills.

Google Classroom: track due work, draft + submit homework with approval, and exam prep — via the gws CLI.

Google Calendar: Manage calendars and events.

Create and manage your own autonomous loops -- recurring background jobs that run a prompt on a schedule (a daily briefing, a periodic check). Use this when you decide some work should happen on its own on a cadence, not just when asked. The user can always audit, disable, or delete loops you create.

GAN-style identity verification -- tests clone fidelity by comparing clone responses against real user messages. Run /twin-test to start a blind taste test, or /twin-test score to see your fidelity score over time.

Interactive calibration session to teach the clone how you think, decide, and prioritize. Run /calibrate to start a session, /calibrate status to see coverage, or /calibrate <domain> to focus on a specific area (e.g., /calibrate prioritization). Use when you want to improve clone fidelity, teach it your values, or help it understand your decision-making style.

Export or import your personality DNA -- a compact ~2000-token document that captures your core identity, decision patterns, values, and style. Use /dna export to save, /dna import to restore, or /dna show to preview.

Self-assessment where the clone articulates its understanding of the user and asks for corrections. Run /reflect to start a reflection session, /reflect predictions to see scenario-specific predictions, or /reflect gaps to identify blind spots.

Run the Nomos eval suite -- recall@5, per-user isolation, and the end-to-end agent eval with the Opus-4.8 DB-content audit + the spec-driven feature-manifest audit. Use /run-evals when asked to run the evals, verify the memory system, check tenant isolation, or audit that features are actually wired and their DB effects land.

How you work with the user, one ongoing relationship (one channel, no thread list) backed by your long-term memory. Use memory to stay continuous, write back what you learn, and pull a full past transcript only when you need exact wording.

Interact with Discord — send messages, embeds, react, manage threads, pins, search, and look up members. Use when the user asks to send a Discord message, react, read channels, create threads, or manage Discord content.

Interact with Telegram — send messages, photos, documents, locations, edit and delete messages, get chat and member info. Use when the user asks to send a Telegram message, edit content, send media, or manage Telegram chats.

Generate images from text prompts using Google's Gemini model. Creates photorealistic images, illustrations, concept art, and more via the generate_image tool.

Generate videos from text prompts using Google's Veo model. Creates short video clips with cinematic quality via the generate_video tool.

Comprehensive digital marketing: Google Ads, Analytics, SEO, campaign management, and performance analysis

Read and write Google Docs.

Google Drive: Manage files, folders, and shared drives.

Gmail: Send, read, and manage email.

Google Sheets: Read and write spreadsheets.

Google Slides: Read and write presentations.

Manage Apple Notes via the `memo` CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks to add a note, list notes, search notes, or manage note folders.

Manage Apple Reminders via the `remindctl` CLI on macOS (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output.

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

Clone the Nomos repository, analyze the codebase for improvements, implement changes, and open a pull request. Use when asked to improve itself, contribute to its own codebase, fix its own bugs, add features to itself, write tests for itself, or do self-maintenance. Also triggered by phrases like 'improve yourself', 'fix your code', 'add a feature to nomos', 'update your own repo'.

Get current weather and forecasts (no API key required).

Send WhatsApp messages programmatically via the Baileys library (WhatsApp Web multi-device protocol). Use when the user asks to send a WhatsApp message or interact with WhatsApp.