Paladin — AI-Native Application Scaffolding

零依赖脚手架 · 工具合成 · 沙箱验证 / Zero-dependency scaffolding · Tool synthesis · Sandbox validation

Paladin is the open-source engineering core behind IXNO — a gene-pool powered AI orchestration framework. It treats the model as a first-class citizen and provides a scaffolding + validation toolchain for building robust AI agents.

Paladin 是 IXNO 基因池背后的开源工程内核。它把模型作为第一等公民，为构建健壮的 AI Agent 提供脚手架 + 验证工具链。

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✨ Features / 特性

English	中文
Zero-dependency scaffolding (stdlib only)	零依赖脚手架（仅标准库）
Tool synthesis via LLM codegen	基于 LLM 代码生成的工具合成
Sandboxed tool validation	沙箱工具验证
Multi-model adapters (DeepSeek / Ollama / Qwen)	多模型适配器
Entropy budget & metacognition gating	熵预算与元认知门控
Strategy marketplace & experience graph	策略市场与经验图谱

🚀 Quick Start / 快速开始

Installation / 安装

git clone https://github.com/your-org/paladin.git
cd paladin
pip install -e .

Minimal usage / 最小用法

from paladin import create_app
app = create_app()
# ... then register tools, run validation

CLI

paladin --help        # view available commands
paladin validate <tool_path>   # sandbox-validate a synthesized tool

🧩 Architecture / 架构

paladin/
├── codegen.py          # LLM-driven tool synthesis / 工具合成
├── validator.py        # sandbox validation / 沙箱验证
├── loader.py           # zero-dependency loader / 零依赖加载器
├── cli.py              # command-line interface
├── adapters/           # model adapters (deepseek/ollama/qwen)
├── commander/          # planner + protocol
├── dispatcher/         # executor
├── models/             # cache, router, watch
└── docs/               # ARCHITECTURE, ECOSYSTEM, TREE_METHODOLOGY

🔧 Configuration / 配置

Model keys are read from environment variables — never hardcoded:

export DEEPSEEK_API_KEY="your-key-here"   # optional, for DeepSeek adapter

Or via paladin.toml:

[models]
deepseek_api_key = ""   # leave empty to read from env

🤝 Ecosystem / 生态

• IXNO Cloud — the private gene pool API (search/push) that Paladin connects to. Register at ixno.com. / 私有基因池 API，Paladin 连接的数据层。
• ixno-sdk (Python) — thin client for the IXNO Cloud API. / IXNO 云端 API 的 Python 轻客户端。
• ixno-sdk-ts (TypeScript) — same client for the TS ecosystem.

📄 License / 许可

See LICENSE.

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Paladin · AI-Native Scaffolding · model as first-class citizen