/customize
Add new capabilities or modify ClaudeClaw 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
$ npx -y skills add sbusso/claudeclaw --skill customize --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/customize
Context preview
The summary Claude sees to decide when to auto-load this skill.
Add new capabilities or modify ClaudeClaw 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
SKILL.md
customize.SKILL.mdname: customize
description: Add new capabilities or modify ClaudeClaw 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.
ClaudeClaw Customization
This skill helps users add capabilities or modify behavior. Use AskUserQuestion to understand what they want before making changes.
Mode Detection
Check if `.claude-plugin/plugin.json` exists in cwd:
cat .claude-plugin/plugin.json 2>/dev/null | grep '"name": "claudeclaw"' && echo "DEVELOPER_MODE" || echo "PLUGIN_MODE"
If plugin mode, offer the user a choice via AskUserQuestion:
- **Fork to developer mode (Recommended)** — Clone the repo into a new directory, copy state, full self-improvement and customization
- **Continue in plugin mode** — Limited to channel setup and config changes (no code editing)
If "Fork to developer mode" is chosen, run the migration flow below. Otherwise, proceed with the normal workflow (limited to invoking existing skills like `/add-slack`, `/add-telegram`).
Migration: Plugin → Developer Mode
1. AskUserQuestion: "To customize ClaudeClaw fully, you need your own fork. First, fork sbusso/claudeclaw on GitHub. What's your GitHub username?" 2. AskUserQuestion: "Where should I clone the repo?" (default: `~/Code/claudeclaw`) > **Service name:** Derived from the directory name: `com.claudeclaw.<dirname>` (macOS) / `claudeclaw-<dirname>` (Linux). For example, if cwd is `my-assistant`, the service is `com.claudeclaw.my-assistant`. Determine the correct service name before running service commands below.
3. Stop running service (service name derived from current directory name):
- macOS: `launchctl unload ~/Library/LaunchAgents/com.claudeclaw.<dirname>.plist`
- Linux: `systemctl --user stop claudeclaw-<dirname>`
4. Clone: `git clone https://github.com/<username>/claudeclaw.git <clone-path>` 5. Copy state from current data directory: `cp -r store groups .env <clone-path>/` 6. AskUserQuestion: "Copy logs too?" If yes: `cp -r logs <clone-path>/` 7. Clear stale sessions: `sqlite3 <clone-path>/store/messages.db "DELETE FROM sessions"` 8. Install and build: `cd <clone-path> && npm install && npm run build` 9. Set up upstream: `cd <clone-path> && git remote add upstream https://github.com/sbusso/claudeclaw.git` 10. Run service setup: `cd <clone-path> && npx tsx setup/index.ts --step service` 11. Print: "Migration complete! Run `cd <clone-path> && claude` to use developer mode. Remove `--plugin-dir` from your Claude Code invocation."
Workflow
1. **Understand the request** - Ask clarifying questions 3. **Plan the changes** - Identify files to modify. If a skill exists for the request (e.g., `/add-telegram` for adding Telegram), invoke it instead of implementing manually. 4. **Implement** - Make changes directly to the code 5. **Test guidance** - Tell user how to verify
Key Files
| File | Purpose | |------|---------| | `src/service.ts` | Service entry: loads channels/extensions, starts message loop | | `src/index.ts` | Plugin entry: non-blocking, loaded by Claude Code | | `src/orchestrator/message-loop.ts` | Core loop: poll, trigger, queue, dispatch agents | | `src/orchestrator/config.ts` | STATE_ROOT, paths, trigger pattern, runtime selection | | `src/orchestrator/channel-registry.ts` | Channel self-registration | | `src/orchestrator/extensions.ts` | Extension system (IPC, DB schema, startup hooks) | | `src/orchestrator/types.ts` | TypeScript interfaces (Channel, RegisteredGroup, AgentConfig) | | `src/orchestrator/db.ts` | Database initialization and queries | | `groups/CLAUDE.md` | Global memory/persona |
Common Customization Patterns
Adding a New Input Channel (e.g., Telegram, Slack, Email)
Questions to ask:
- Which channel? (Telegram, Slack, Discord, email, SMS, etc.)
- Same trigger word or different?
- Same memory hierarchy or separate?
- Should messages from this channel go to existing groups or new ones?
Implementation pattern: 1. Create `src/channels/{name}.ts` implementing the `Channel` interface from `src/orchestrator/types.ts` (see `src/channels/whatsapp.ts` for reference) 2. Add the channel instance to `main()` in `src/index.ts` and wire callbacks (`onMessage`, `onChatMetadata`) 3. Messages are stored via the `onMessage` callback; routing is automatic via `ownsJid()`
Adding a New MCP Integration
Questions to ask:
- What service? (Calendar, Notion, database, etc.)
- What operations needed? (read, write, both)
- Which groups should have access?
Implementation: 1. Add MCP server config to the container settings (see `src/orchestrator/container-runner.ts` for how MCP servers are mounted) 2. Document available tools in `groups/CLAUDE.md`
Changing Assistant Behavior
Questions to ask:
- What aspect? (name, trigger, persona, response style)
- Apply to all groups or specific ones?
Simple changes → edit `src/orchestrator/config.ts` Persona changes → edit `groups/CLAUDE.md` Per-group behavior → edit specific group's `CLAUDE.md`
Adding New Commands
Questions to ask:
- What should the command do?
- Available in all groups or main only?
- Does it need new MCP tools?
Implementation: 1. Commands are handled by the agent naturally — add instructions to `groups/CLAUDE.md` or the group's `CLAUDE.md` 2. For trigger-level routing changes, modify `processGroupMessages()` in `src/index.ts`
Changing Deployment
Questions to ask:
- Target platform? (Linux server, Docker, different Mac)
- Service manager? (systemd, Docker, supervisord)
Implementation: 1. Create appropriate service files 2. Update paths in config 3. Provide setup instructions
After Changes
Always tell the user:
# Rebuild and restart
npm run build
# macOS:
launchctl unload ~/Library/LaunchAgents/com.claudeclaw.plist
launchctl load ~/Library/LaunchAgents/com.claudeclaw.plist
# Linux:
# sy
Read more
name: customize description: Add new capabilities or modify ClaudeClaw 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.
ClaudeClaw Customization
This skill helps users add capabilities or modify behavior. Use AskUserQuestion to understand what they want before making changes.
Mode Detection
Check if `.claude-plugin/plugin.json` exists in cwd:
cat .claude-plugin/plugin.json 2>/dev/null | grep '"name": "claudeclaw"' && echo "DEVELOPER_MODE" || echo "PLUGIN_MODE"
If plugin mode, offer the user a choice via AskUserQuestion:
- **Fork to developer mode (Recommended)** — Clone the repo into a new directory, copy state, full self-improvement and customization
- **Continue in plugin mode** — Limited to channel setup and config changes (no code editing)
If "Fork to developer mode" is chosen, run the migration flow below. Otherwise, proceed with the normal workflow (limited to invoking existing skills like `/add-slack`, `/add-telegram`).
Migration: Plugin → Developer Mode
1. AskUserQuestion: "To customize ClaudeClaw fully, you need your own fork. First, fork sbusso/claudeclaw on GitHub. What's your GitHub username?" 2. AskUserQuestion: "Where should I clone the repo?" (default: `~/Code/claudeclaw`) > **Service name:** Derived from the directory name: `com.claudeclaw.<dirname>` (macOS) / `claudeclaw-<dirname>` (Linux). For example, if cwd is `my-assistant`, the service is `com.claudeclaw.my-assistant`. Determine the correct service name before running service commands below.
3. Stop running service (service name derived from current directory name):
- macOS: `launchctl unload ~/Library/LaunchAgents/com.claudeclaw.<dirname>.plist`
- Linux: `systemctl --user stop claudeclaw-<dirname>`
4. Clone: `git clone https://github.com/<username>/claudeclaw.git <clone-path>` 5. Copy state from current data directory: `cp -r store groups .env <clone-path>/` 6. AskUserQuestion: "Copy logs too?" If yes: `cp -r logs <clone-path>/` 7. Clear stale sessions: `sqlite3 <clone-path>/store/messages.db "DELETE FROM sessions"` 8. Install and build: `cd <clone-path> && npm install && npm run build` 9. Set up upstream: `cd <clone-path> && git remote add upstream https://github.com/sbusso/claudeclaw.git` 10. Run service setup: `cd <clone-path> && npx tsx setup/index.ts --step service` 11. Print: "Migration complete! Run `cd <clone-path> && claude` to use developer mode. Remove `--plugin-dir` from your Claude Code invocation."
Workflow
1. **Understand the request** - Ask clarifying questions 3. **Plan the changes** - Identify files to modify. If a skill exists for the request (e.g., `/add-telegram` for adding Telegram), invoke it instead of implementing manually. 4. **Implement** - Make changes directly to the code 5. **Test guidance** - Tell user how to verify
Key Files
| File | Purpose | |------|---------| | `src/service.ts` | Service entry: loads channels/extensions, starts message loop | | `src/index.ts` | Plugin entry: non-blocking, loaded by Claude Code | | `src/orchestrator/message-loop.ts` | Core loop: poll, trigger, queue, dispatch agents | | `src/orchestrator/config.ts` | STATE_ROOT, paths, trigger pattern, runtime selection | | `src/orchestrator/channel-registry.ts` | Channel self-registration | | `src/orchestrator/extensions.ts` | Extension system (IPC, DB schema, startup hooks) | | `src/orchestrator/types.ts` | TypeScript interfaces (Channel, RegisteredGroup, AgentConfig) | | `src/orchestrator/db.ts` | Database initialization and queries | | `groups/CLAUDE.md` | Global memory/persona |
Common Customization Patterns
Adding a New Input Channel (e.g., Telegram, Slack, Email)
Questions to ask:
- Which channel? (Telegram, Slack, Discord, email, SMS, etc.)
- Same trigger word or different?
- Same memory hierarchy or separate?
- Should messages from this channel go to existing groups or new ones?
Implementation pattern: 1. Create `src/channels/{name}.ts` implementing the `Channel` interface from `src/orchestrator/types.ts` (see `src/channels/whatsapp.ts` for reference) 2. Add the channel instance to `main()` in `src/index.ts` and wire callbacks (`onMessage`, `onChatMetadata`) 3. Messages are stored via the `onMessage` callback; routing is automatic via `ownsJid()`
Adding a New MCP Integration
Questions to ask:
- What service? (Calendar, Notion, database, etc.)
- What operations needed? (read, write, both)
- Which groups should have access?
Implementation: 1. Add MCP server config to the container settings (see `src/orchestrator/container-runner.ts` for how MCP servers are mounted) 2. Document available tools in `groups/CLAUDE.md`
Changing Assistant Behavior
Questions to ask:
- What aspect? (name, trigger, persona, response style)
- Apply to all groups or specific ones?
Simple changes → edit `src/orchestrator/config.ts` Persona changes → edit `groups/CLAUDE.md` Per-group behavior → edit specific group's `CLAUDE.md`
Adding New Commands
Questions to ask:
- What should the command do?
- Available in all groups or main only?
- Does it need new MCP tools?
Implementation: 1. Commands are handled by the agent naturally — add instructions to `groups/CLAUDE.md` or the group's `CLAUDE.md` 2. For trigger-level routing changes, modify `processGroupMessages()` in `src/index.ts`
Changing Deployment
Questions to ask:
- Target platform? (Linux server, Docker, different Mac)
- Service manager? (systemd, Docker, supervisord)
Implementation: 1. Create appropriate service files 2. Update paths in config 3. Provide setup instructions
After Changes
Always tell the user:
# Rebuild and restart npm run build # macOS: launchctl unload ~/Library/LaunchAgents/com.claudeclaw.plist launchctl load ~/Library/LaunchAgents/com.claudeclaw.plist # Linux: # sy
Repo: sbusso/claudeclaw
Other skills on claudeclaw.
- /agent-browser
Browse the web for any task — research topics, read articles, interact with web apps, fill forms, take screenshots, extract data, and test web pages. Use whenever a browser would be useful, not just when the user explicitly asks.
Open skill - /add-compact
Add /compact command for manual context compaction. Solves context rot in long sessions by forwarding the SDK's built-in /compact slash command. Main-group or trusted sender only.
Open skill - /add-discord
Add Discord bot channel integration to ClaudeClaw.
Open skill - /add-gmail
Add Gmail integration to ClaudeClaw. Can be configured as a tool (agent reads/sends emails when triggered from WhatsApp) or as a full channel (emails can trigger the agent, schedule tasks, and receive replies). Guides through GCP OAuth setup and implements the integration.
Open skill - /add-image-vision
Add image vision to ClaudeClaw agents. Resizes and processes WhatsApp image attachments, then sends them to Claude as multimodal content blocks.
Open skill - /add-ollama-tool
Add Ollama MCP server so the container agent can call local models for cheaper/faster tasks like summarization, translation, or general queries.
Open skill

