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

v1.0.0

关于此技能

非常适合需要通过直接代码修改实现高级自定义功能的AI代理。 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]
更新于: 2/8/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 4/11

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

Concrete use-case guidance Explicit limitations and caution
Review Score
4/11
Quality Score
45
Canonical Locale
en
Detected Body Locale
en

非常适合需要通过直接代码修改实现高级自定义功能的AI代理。 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.

核心价值

赋予代理修改行为和添加功能的能力,使用AskUserQuestion,并直接修改代码文件,如`src/config.ts`,以进行配置调整。

适用 Agent 类型

非常适合需要通过直接代码修改实现高级自定义功能的AI代理。

赋予的主要能力 · customize

修改助手名称和触发模式
实现自定义目录以增强数据存储
通过用户指导调试和测试更改

! 使用限制与门槛

  • 需要访问代码文件以进行修改
  • 需要理解代码结构和语法
  • 仅限AskUserQuestion和直接代码更改支持的修改

Why this page is reference-only

  • - Current locale does not satisfy the locale-governance contract.
  • - The page lacks a strong recommendation layer.
  • - 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.

实验室 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

常见问题与安装步骤

以下问题与步骤与页面结构化数据保持一致,便于搜索引擎理解页面内容。

? FAQ

customize 是什么?

非常适合需要通过直接代码修改实现高级自定义功能的AI代理。 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.

如何安装 customize?

运行命令:npx killer-skills add chrisfrantz/nanoclaw/customize。支持 Cursor、Windsurf、VS Code、Claude Code 等 19+ IDE/Agent。

customize 适用于哪些场景?

典型场景包括:修改助手名称和触发模式、实现自定义目录以增强数据存储、通过用户指导调试和测试更改。

customize 支持哪些 IDE 或 Agent?

该技能兼容 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。可使用 Killer-Skills CLI 一条命令通用安装。

customize 有哪些限制?

需要访问代码文件以进行修改;需要理解代码结构和语法;仅限AskUserQuestion和直接代码更改支持的修改。

安装步骤

  1. 1. 打开终端

    在你的项目目录中打开终端或命令行。

  2. 2. 执行安装命令

    运行:npx killer-skills add chrisfrantz/nanoclaw/customize。CLI 会自动识别 IDE 或 AI Agent 并完成配置。

  3. 3. 开始使用技能

    customize 已启用,可立即在当前项目中调用。

! 参考页模式

此页面仍可作为安装与查阅参考,但 Killer-Skills 不再把它视为主要可索引落地页。请优先阅读上方评审结论,再决定是否继续查看上游仓库说明。

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

安装 customize,这是一款面向AI agent workflows and automation的 AI Agent Skill。支持 Claude Code、Cursor、Windsurf,一键安装。

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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