/customize
Add new capabilities or modify NanoClaw behavior. Use when user wants to add channels (Telegram, Slack, email input), change triggers, add integrations, modify the router, or make any other customizations. This is an interactive skill that asks questions to understand what the
Claude Code
$ npx -y skills add nanocoai/nanoclaw --skill customize --agent claude-code
Codex
$ npx skills add nanocoai/nanoclaw --skill customize -a codex -y
Cursor
$ npx skills add nanocoai/nanoclaw --skill customize -a cursor -y
Gemini CLI
$ npx skills add nanocoai/nanoclaw --skill customize -a gemini-cli -y
GitHub Copilot
$ npx skills add nanocoai/nanoclaw --skill customize -a github-copilot -y
OpenCode
$ npx skills add nanocoai/nanoclaw --skill customize -a opencode -y
Windsurf
$ npx skills add nanocoai/nanoclaw --skill customize -a windsurf -y
SKILL.md
customize.SKILL.mdname: customize
description: Add new capabilities or modify NanoClaw behavior. Use when user wants to add channels (Telegram, Slack, email input), change triggers, add integrations, modify the router, or make any other customizations. This is an interactive skill that asks questions to understand what the user wants.
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`.
- MCP tools: `/add-ollama-tool`, `/add-atomic-chat-tool`.
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 a dedicated `/add-<service>-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 <cmd> [--args <json-array>] [--env <json-object>]` for stdio or `--url <url>` for Streamable HTTP (HTTPS, or plain HTTP for localhost / host.docker.internal): `ncl groups config add-mcp-server --id <group-id> --name <name> ...`. Then run `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:
# Rebuild and restart
pnpm run build
source setup/lib/install-slug.sh
# macOS:
launchctl unload ~/Libr
Read more
name: customize description: Add new capabilities or modify NanoClaw behavior. Use when user wants to add channels (Telegram, Slack, email input), change triggers, add integrations, modify the router, or make any other customizations. This is an interactive skill that asks questions to understand what the user wants.
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`.
- MCP tools: `/add-ollama-tool`, `/add-atomic-chat-tool`.
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 a dedicated `/add-<service>-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 <cmd> [--args <json-array>] [--env <json-object>]` for stdio or `--url <url>` for Streamable HTTP (HTTPS, or plain HTTP for localhost / host.docker.internal): `ncl groups config add-mcp-server --id <group-id> --name <name> ...`. Then run `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:
# Rebuild and restart pnpm run build source setup/lib/install-slug.sh # macOS: launchctl unload ~/Libr
A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDK
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Questions about customize.
- Which coding agents can use customize?
- customize installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.

