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customize

The customize skill enables interactive modification of NanoClaw's capabilities and behavior by guiding users through clarifying questions to understand their request, then routing them to specialized skills for channels, integrations, and provider configuration, or implementing changes directly to the entity model, container configuration, or core code as appropriate. Use this when users need to add input channels, modify triggers, integrate external tools, adjust agent routing, or make other system-wide customizations.

Install in Claude Code
Copy
git clone --depth 1 https://github.com/nanocoai/nanoclaw /tmp/customize && cp -r /tmp/customize/.claude/skills/customize ~/.claude/skills/customize
Then start a new Claude Code session; the skill loads automatically.

SKILL.md

# 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-<channel>` 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`.
   - Integrations as MCP tools: `/add-gmail-tool`, `/add-gcal-tool`, `/add-ollama-tool`, etc.
3. **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).
4. **Implement** — Make the change on the right surface.
5. **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

| File | Purpose |
|------|---------|
| `src/index.ts` | Entry point: init DB, migrations, channel adapters, delivery polls, sweep, shutdown |
| `src/router.ts` | Inbound routing: messaging group → agent group → session → `inbound.db` → wake |
| `src/delivery.ts` | Polls `outbound.db`, delivers via adapter, handles system actions |
| `src/session-manager.ts` | Resolves sessions; opens `inbound.db` / `outbound.db`; heartbeat path |
| `src/container-runner.ts` | Spawns per-agent-group containers with session DB + outbox mounts, OneCLI `ensureAgent` |
| `src/channels/` | Channel adapter infra (registry, Chat SDK bridge); specific adapters install from the `channels` branch |
| `src/config.ts` | Process-level config (assistant name, paths, timeouts) read from `.env` |
| `data/v2.db` | Central DB: users, roles, agent_groups, messaging_groups, wirings, container_configs |
| `data/v2-sessions/<session>/` | Per-session `inbound.db` (host→container) + `outbound.db` (container→host) |
| `groups/<folder>/CLAUDE.md` | Per-agent-group memory/persona and instructions |

For ad-hoc DB queries, use `pnpm exec tsx scripts/q.ts <db> "<sql>"`.

## 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 an `/add-<service>-tool` skill exists (e.g. `/add-gmail-tool`, `/add-gcal-tool`), 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: `ncl groups config add-mcp-server --id <group-id> --name <name> --command <cmd> [--args <json-array>] [--env <json-object>]`, then `ncl groups restart --id <group-id>` to take effect. From inside a container the agent uses the `add_mcp_server` 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/<folder>/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 <group-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/<folder>/CLAUDE.md`.
- For routing or trigger changes (which messages wake which agent group), update the wiring's trigger rules: `ncl wirings update --id <wiring-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:

```bash
# 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: "Shar