customize — community customize, nanoclaw, community, ide skills, Claude Code, Cursor, Windsurf

v1.0.0

このスキルについて

高度なカスタマイズ機能を直接のコード変更を通じて実現する必要があるAIエージェントに最適です。 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.

chrisfrantz chrisfrantz
[1]
[0]
Updated: 2/8/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 7/11

This page remains useful for operators, but Killer-Skills treats it as reference material instead of a primary organic landing page.

Original recommendation layer Concrete use-case guidance Explicit limitations and caution
Review Score
7/11
Quality Score
45
Canonical Locale
en
Detected Body Locale
en

高度なカスタマイズ機能を直接のコード変更を通じて実現する必要があるAIエージェントに最適です。 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.

このスキルを使用する理由

AskUserQuestionを使用してエージェントに動作の変更と機能の追加を可能にし、`src/config.ts`などのコードファイルを直接変更して構成の調整を行います。

おすすめ

高度なカスタマイズ機能を直接のコード変更を通じて実現する必要があるAIエージェントに最適です。

実現可能なユースケース for customize

アシスタント名とトリガーパターンの変更
カスタムディレクトリの実装によるデータストレージの強化
ユーザーガイダンスを通じた変更のデバッグとテスト

! セキュリティと制限

  • コードファイルの変更を可能にするためのアクセスが必要
  • コード構造と文法の理解が必要
  • AskUserQuestionと直接のコード変更でサポートされる変更のみ

Why this page is reference-only

  • - Current locale does not satisfy the locale-governance contract.
  • - The underlying skill quality score is below the review floor.

Source Boundary

The section below is supporting source material from the upstream repository. Use the Killer-Skills review above as the primary decision layer.

Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is customize?

高度なカスタマイズ機能を直接のコード変更を通じて実現する必要があるAIエージェントに最適です。 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.

How do I install customize?

Run the command: npx killer-skills add chrisfrantz/nanoclaw/customize. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for customize?

Key use cases include: アシスタント名とトリガーパターンの変更, カスタムディレクトリの実装によるデータストレージの強化, ユーザーガイダンスを通じた変更のデバッグとテスト.

Which IDEs are compatible with customize?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for customize?

コードファイルの変更を可能にするためのアクセスが必要. コード構造と文法の理解が必要. AskUserQuestionと直接のコード変更でサポートされる変更のみ.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add chrisfrantz/nanoclaw/customize. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use customize immediately in the current project.

! Reference-Only Mode

This page remains useful for installation and reference, but Killer-Skills no longer treats it as a primary indexable landing page. Read the review above before relying on the upstream repository instructions.

Imported Repository Instructions

The section below is supporting source material from the upstream repository. Use the Killer-Skills review above as the primary decision layer.

Supporting Evidence

customize

Install customize, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.

SKILL.md
Readonly
Imported Repository Instructions
The section below is supporting source material from the upstream repository. Use the Killer-Skills review above as the primary decision layer.
Supporting Evidence

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. Plan the changes - Identify files to modify
  3. Implement - Make changes directly to the code
  4. Test guidance - Tell user how to verify

Key Files

FilePurpose
src/config.tsAssistant name, trigger pattern, directories
src/index.tsMessage routing, WhatsApp connection, agent invocation
src/db.tsDatabase initialization and queries
src/types.tsTypeScript interfaces
src/whatsapp-auth.tsStandalone WhatsApp authentication script
groups/MEMORY.mdGlobal 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. Find/add connector or API client for the channel
  2. Add connection and message handling in src/index.ts
  3. Store messages in the database (update src/db.ts if needed)
  4. Ensure responses route back to correct channel

Adding a New Integration

Questions to ask:

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

Implementation:

  1. Add host-side integration and authentication
  2. Expose it via IPC actions (update the agent response schema + action handling)
  3. Document in groups/MEMORY.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/config.ts Persona changes → edit groups/MEMORY.md Per-group behavior → edit specific group's MEMORY.md

Adding New Commands

Questions to ask:

  • What should the command do?
  • Available in all groups or main only?
  • Does it need new IPC actions?

Implementation:

  1. Add command handling in processMessage() in src/index.ts
  2. Check for the command before the trigger pattern check

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:

bash
1# Rebuild and restart 2npm run build 3launchctl unload ~/Library/LaunchAgents/com.nanoclaw.plist 4launchctl load ~/Library/LaunchAgents/com.nanoclaw.plist

Example Interaction

User: "Add Telegram as an input channel"

  1. Ask: "Should Telegram use the same @Andy trigger, or a different one?"
  2. Ask: "Should Telegram messages create separate conversation contexts, or share with WhatsApp groups?"
  3. Find Telegram MCP or library
  4. Add connection handling in index.ts
  5. Update message storage in db.ts
  6. Tell user how to authenticate and test

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