customize skill

NanoClaw Customization

This skill helps users add capabilities or modify behavior. Use AskUserQuestion to understand what they want before making changes.

Workflow

1. Understand the request — Ask clarifying questions.
2. Prefer a dedicated skill — If a skill covers the request, invoke it instead of editing core by hand:

• Channels: /add-telegram, /add-slack, /add-discord, /add-whatsapp, /add-signal, /add-imessage, and the rest of the /add- family.
• Wiring channels to agents and isolation levels: /manage-channels.
• Container directory access: /manage-mounts.
• Agent providers (non-default): /add-opencode, /add-codex, /add-ollama-provider.
• MCP tools: /add-ollama-tool, /add-atomic-chat-tool.

1. Plan the changes — Identify the v2 surface the change belongs to (entity model in the central DB, per-agent-group container config, per-group CLAUDE.md, or core code).
2. Implement — Make the change on the right surface.
3. Test guidance — Tell the user how to verify.

Entity Model

Customizations route through the v2 entity model: users → messaging groups → agent groups → sessions. A messaging group is one chat/channel on one platform; an agent group holds the workspace, personality, and container config; a wiring links a messaging group to an agent group with a session mode and trigger rules. Inspect and edit all of this with the ncl admin CLI. See docs/isolation-model.md for the three isolation levels.

Key Files

For ad-hoc DB queries, use pnpm exec tsx scripts/q.ts "".

Common Customization Patterns

Adding a New Input Channel (e.g., Telegram, Slack, Email)

Questions to ask:

• Which channel? (Telegram, Slack, Discord, WhatsApp, Signal, email, etc.)
• Should this channel reach an existing agent group or a new one?
• What isolation level — share an agent group with other channels, or keep it separate?
• Same trigger rules as other channels on that agent group, or different?

Implementation:

1. Run the matching install skill (/add-telegram, /add-slack, …). It fetches the adapter from the channels branch, wires the registration import, installs the pinned package, and builds.
2. Run /manage-channels (or use ncl messaging-groups + ncl wirings) to create the messaging group, choose the isolation level, and wire it to an agent group with a session mode and trigger rules.

Adding a New MCP Integration

Questions to ask:

• What service? (Calendar, Notion, database, etc.)
• What operations are needed? (read, write, both)
• Which agent group should have access?

Implementation:

• If a dedicated /add--tool skill exists, run it — it wires the MCP server and routes credentials through OneCLI so no raw keys reach the container.
• Otherwise wire the MCP server into the agent group's container config with either --command [--args ] [--env ] for stdio or --url for Streamable HTTP (HTTPS, or plain HTTP for localhost / host.docker.internal): ncl groups config add-mcp-server --id --name .... Then run ncl groups restart --id to take effect. From inside a container the agent uses the addmcpserver self-mod tool, which requires one admin approval.

Changing Assistant Behavior

Questions to ask:

• What aspect? (persona, response style, instructions)
• Apply to one agent group or several?

Implementation:

• Persona, instructions, and personality live per agent group in groups//CLAUDE.md — edit that file for the target group.
• Container runtime behavior (provider, model, packages, MCP servers) lives in the container_configs table: ncl groups config get/update --id .

Adding New Commands

Questions to ask:

• What should the command do?
• Which agent group(s)?
• Does it need new MCP tools?

Implementation:

• The agent interprets requests naturally — add instructions to the agent group's groups//CLAUDE.md.
• For routing or trigger changes (which messages wake which agent group), update the wiring's trigger rules: ncl wirings update --id ....

Changing Deployment

Questions to ask:

• Target platform? (Linux server, different Mac)
• Service manager? (launchd, systemd)

Implementation:

1. Create the appropriate service files.
2. Update paths in .env / config.
3. Provide setup instructions.

After Changes

Always tell the user.

Run from your NanoClaw project root:

# Rebuild and restart
pnpm run build
source setup/lib/install-slug.sh
# macOS:
launchctl unload ~/Library/LaunchAgents/$(launchd_label).plist
launchctl load ~/Library/LaunchAgents/$(launchd_label).plist
# Linux:
# systemctl --user restart $(systemd_unit)

Example Interaction

User: "Add Telegram as an input channel"

1. Run /add-telegram to install the adapter, wire its registration, and build.
2. Ask: "Should Telegram reach an existing agent group, or a new one?"
3. Ask: "Share an agent group with your other channels, or keep Telegram separate?"
4. Run /manage-channels (or ncl messaging-groups create + ncl wirings create) to create the messaging group and wire it to the chosen agent group with a session mode and trigger rules.
5. Tell the user how to authenticate and test.