Agent Review Instant v0.1.0-test.5

Execution-mode test release / 执行模式测试版

• Bounded input_sequence: focus → type → check the actual field value → optionally search. / 组合填写、实际值检查与可选搜索。
• instant_run returns a compact receipt and original PNG together; optional explicit UIA observation conditions. / 精简回执与原图一次返回，可选 UIA 条件等待。
• Structured request errors, accurate observation metadata and a maintained reproducible bundle builder. / 结构化错误、正确观察阶段及维护中的白名单打包工具。
• Simplified bilingual README/setup; historical workbench on a separate archive branch. / 精简双语说明、模型与部署指南，旧工作台独立归档。

Verification / 验证

841 source tests and 841 isolated-bundle tests passed. Input-entrypoint dependency closure and real MCP stdio smoke passed; cleanup_verified=true. Earlier Codex continuous browser tests and AionUi independent acceptance are documented, including failures and limits. Packaging smoke itself performed no GUI input/model inference.
源码与独立包各 841 项通过；输入入口依赖、真实 MCP 连接与清理通过。实机证据沿用已核验源码，详见 delivery verification。

Install / 安装

Download the ZIP and SHA-256 below. This small source bundle excludes Python dependencies, model weights and user data. Follow FRIEND_SETUP.md for official VISTA-4B download and MCP setup.
下载 ZIP 与校验文件；依赖、模型另行安装，配置脚本和模型官方链接已包含。

Supervised test preview, not production-stable. Quick setup enables administrator input with automatic risk interception disabled. Do not use for payments, sending, deletion or final submission. Interrupted-client window recovery remains incomplete; Agent must inspect outcomes.
受监督测试版，不是稳定版。 快捷配置使用管理员输入并关闭自动风险拦截；不可用于付款、发送、删除、最终提交。客户端异常中止后的窗口恢复仍有限制。