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WorldBase

Local-first AI agent platform: generate, run & manage full web apps from natural language. Desktop / Mobile / CLI, one Rust core.

Install / Use

npx skills add RZfive/WorldBase

Installs into whichever agent you are using.

About this skill
📦

Other

Other agent config

Quality Score

84/100

Supported Platforms

Universal

Our assessment of WorldBase

WorldBase scores 84/100 on our quality scale, 2852nd of 4,598 Development & Engineering skills we index.

Its Other is 5.2 KB long, well organised into 18 sections with 5 code examples: a solid amount of guidance for an agent.

It has 105 GitHub stars, a meaningful sign that others use it.

Substance
26/30
Structure
20/20
Description
15/15
Adoption
9/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated yesterday, so WorldBase is actively maintained.
  • It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.

Automated pattern scan on 2026-10-15. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

WorldBase compared with similar skills

All 4 of these similar skills score higher than WorldBase; compare them before choosing.

SkillScoreStarsUpdatedFormat
WorldBase (this skill)by RZfive841051d agoOther
Agent-Reachby Panniantong10097.6ktodayCLAUDE.md
taste-skillby Leonxlnx10097.0k1d agoCLAUDE.md
headroomby headroomlabs-ai10075.4ktodayCLAUDE.md
CowAgentby zhayujie10047.4ktodayCLAUDE.md

Frequently asked questions

How do I install WorldBase?
Run npx skills add RZfive/WorldBase. The install tabs above show the steps for each supported agent.
Which AI agents does WorldBase work with?
It is written for Universal, as a Other file. Other agents that read the same format can often use it too.
Is WorldBase safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is WorldBase still maintained?
The repository was last updated yesterday, so WorldBase is actively maintained.

🌍 WorldBase

<div align="center">

Build License Release Stars Ask DeepWiki

Rust Electron Vue Flutter

</div>

English | 简体中文

AI 驱动的项目生成器与管理平台。用自然语言描述需求,WorldBase 就能生成完整可运行的 Web 应用,并持续管理它:Agent 可以直接读写子项目的代码、调用其 API 验证修改效果、查询其数据库做分析。

<div align="center"> <img src="docs/assets/demo.gif" width="880" alt="WorldBase 演示:与 Agent 对话生成并管理应用" /> </div>

为什么是 WorldBase

大多数 AI Agent 产品在比拼云端的能力上限。WorldBase 的定位不同:一个个性化的个人通用 Agent,不追逐 Codex、WorkBuddy 这类云端产品的路线。

  • 通用而不只是编码 — 生成应用、修改代码、调 API 验证、查数据库做分析:Agent 面对的是你的整个项目,写代码只是其中一环
  • 数据完全本地 — 会话、记忆、子项目代码与数据库全部存储在本机 SQLite,随时可查看、备份、删除;数据只发往你配置的模型 API,接 OpenAI 兼容的本地端点即可做到完全不出本机
  • 个性化长期沉淀 — 记忆与用户模型围绕你持续积累,越用越懂你的项目和习惯
  • 可信来自可验证 — 桌面、移动、CLI 全部在本机运行,除模型 API 外不依赖任何云端服务;信任建立在"数据就在你手里",而不是承诺

核心特性

  • 🗣️ 对话即开发 — 描述应用,得到完整的前端 / 全栈 Web 项目
  • ✏️ 直接修改代码 — Agent 读写子项目任意文件,改完即生效
  • 🔌 API 自动验证 — Agent 调用运行中项目的 API,自动验证自己的修改
  • 📊 数据分析 — 直接查询子项目数据库,做统计与趋势分析
  • ⚙️ 进程管理 — 自动管理子项目启停与端口分配
  • 🌐 局域网访问 — 内置 LAN Server,局域网内直接访问所有项目
  • 📱 三端同核 — Electron 桌面端(Windows/macOS/Linux)、Flutter 移动端(Android/iOS/macOS)、Rust CLI,共用同一个 Rust Agent 核心

架构

Monorepo,三个独立 workspace,Rust 是可复用的 Agent Loop 核心:

apps/electron/    桌面端:Electron + Vue 3,负责 UI 与桌面宿主能力;Rust Harness 为默认后端
harness-rs/       核心:providers、工具编排、会话/记忆、群组协作、MCP、文档解析、
                  定时任务与跨端协议
apps/mobile/      移动端:Flutter,Rust harness 经 FFI 在进程内运行
  • Rust workspace 负责 Agent 循环:Provider 适配、流式输出、工具调用、权限与 Plan、取消续传、子 Agent 与群组编排、跨端协议
  • Electron 负责桌面宿主:窗口、IPC、子项目运行时与 LAN 服务、页面自动化、原生集成
  • 移动端无需任何外部服务:harness 经 FFI 进程内启动,UI 通过鉴权 loopback WebSocket 通信

完整细节见 HARNESS.md 与 docs/rust-harness-architecture.md。

快速开始

依赖:Node.js + pnpm 10、Rust ≥ 1.80(rustup 安装);移动端另需 Flutter ≥ 3.41。

桌面端

pnpm --dir apps/electron install
pnpm --dir apps/electron electron:dev

主进程使用运行时内置的 node:sqlite,无需构建原生模块。开箱自带 mock provider;设置 ANTHROPIC_API_KEY / OPENAI_API_KEY 使用真实模型。Windows 下打包子项目触发 symlink 权限错误时,构建阶段会自动请求管理员授权。

CLI

cd harness-rs
cargo build --release

export ANTHROPIC_API_KEY=sk-ant-...
cargo run --bin worldbase -- chat "帮我分析项目结构"

移动端

pnpm run dev:macos      # macOS
pnpm run dev:android    # Android(自动启动模拟器)
pnpm run dev:ios        # iOS 模拟器

脚本会自动完成 Rust 交叉编译 → 部署产物 → 启动设备 → flutter run。Android 需要 Android Studio(SDK API 35/36 + 现代 NDK)和 rustup target add aarch64-linux-android;iOS 需要 Xcode(含模拟器运行时)和 rustup target add aarch64-apple-ios-sim。AVD / SDK / NDK 相关环境变量见 HARNESS.md。

测试

pnpm run test:rust        # Rust workspace 全量测试
pnpm run harness:check    # 主门禁:Rust fmt/测试 + Electron 类型检查/测试
pnpm run test:flutter     # 移动端宿主 dylib + Flutter 全量测试
pnpm run test:e2e:macos   # macOS GUI 端到端测试

环境变量

| 变量 | 说明 | 默认值 | | --- | --- | --- | | ANTHROPIC_API_KEY / OPENAI_API_KEY | 模型 API 密钥 | 未设置时使用内置 mock | | OPENAI_BASE_URL | OpenAI 兼容端点 | https://api.openai.com/v1 | | OPENAI_MODEL | 模型名称 | gpt-4o |

技术栈

| 层级 | 技术 | | --- | --- | | 桌面壳 | Electron(主进程以 V8 字节码打包) | | 前端 | Vue 3 + Vite | | Agent 核心 | Rust(tokio / axum / rusqlite) | | 移动端 | Flutter + dart:ffi | | 数据库 | SQLite(node:sqlite / rusqlite bundled,FTS5) | | 模型接入 | Anthropic / OpenAI 兼容 API(function calling) |

文档

贡献

欢迎 issue 与 PR,见 CONTRIBUTING.md(英文版 CONTRIBUTING.en.md)。

社区

本项目认可 LINUX DO 社区。

贡献者

<a href="https://github.com/RZfive/WorldBase/graphs/contributors"> <img src="https://contrib.rocks/image?repo=RZfive/WorldBase" alt="WorldBase 贡献者" /> </a>

安全

请通过私密渠道报告漏洞,见 SECURITY.md。

许可证

Apache-2.0。第三方许可证声明见 THIRD-PARTY-NOTICES.md。

Star History

<picture> <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=RZfive/WorldBase&type=Date&theme=dark" /> <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=RZfive/WorldBase&type=Date" /> <a href="https://star-history.com/#RZfive/WorldBase&Date"> <img alt="Star History Chart" src="https://api.star-history.com/svg?repos=RZfive/WorldBase&type=Date" /> </a> </picture>

Related Skills

View on GitHub
GitHub Stars105
CategoryDevelopment
Updated1d ago
Forks8

Languages

Rust

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions