0xwilliamortiz
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openclaude-improved
OpenClaude is an open-source CLI coding agent that runs on any platform and supports a wide range of LLM providers, offering the same tools and workflows as Claude Code.
AI 仓库情报摘要
FR-AI / ANALYSIS为什么值得关注
它引入了一个只读验证框架，对每次生成变更按业务需求逐一检查，提供结构化判断和证据，防止 AI 生成软件中的隐性错误。
适合谁使用
- 构建AI辅助软件生成管道的开发者
- 研究代码生成中验证与人机协作的研究人员
- 需要验证生成应用是否符合需求的产品经理或领域专家
- 对收敛编程和智能体框架感兴趣的开源贡献者
典型使用场景
- 从对话式描述快速原型化应用，同时确保需求得到满足
- 在部署前，基于固定业务规则审计AI生成的代码变更
- 协作开发软件项目，非开发者也能验证意图对齐
- 在智能体开发环境中实验持续验证循环
项目优势
- 开源且采用 Apache 2.0 许可证，公共 alpha 阶段透明开发
- 分离构建与验证智能体，对每条需求进行只读审计，保证客观
- 提供结构化判断（成功、失败、无法结论）及证据，支持差异范围重新验证
- 支持实时应用预览、健康检查及非阻塞后台运行，反馈即时
使用前须知
- 目前处于公共 alpha 阶段，尚未达到生产就绪
- 默认工作器仅支持 Anthropic API 密钥
- 本地部署需要 Docker、Node.js 和 Python；一键自托管功能尚未实现
README 快速开始
Vibe coding is just the beginning.
The open-source Convergence App Builder. Generate a working app from intent, then verify every agent turn against its business requirements.
Quickstart · Why convergence · The harness · Contribute
The model generates. The harness verifies. Humans decide when it is ready.
QuantumByte is early, working, and intentionally being built in public. We are looking for founding contributors who believe software should be shaped by the people who understand the problem, not only by the people who can code.
Join the founding group on Discord
Why convergence
Vibe coding made software creation accessible. That is the breakthrough.
But an app can look finished long before it is ready for real operations. The interface renders. The happy path works. The demo impresses. Important requirements can still be missing, misunderstood, or silently broken.
We call this false convergence.
Generation gets you to an app that builds. Convergence asks what comes next:
- Does the app still match the original intent?
- Are its critical business requirements satisfied?
- What evidence supports each verdict?
- What must be repaired before humans trust it?
QuantumByte turns app generation into a continuing loop:
Intent -> Build -> Verify -> Evidence -> Repair or Ready
The current open-source release begins with explicit business requirements. After every agent turn, a separate read-only harness checks the app requirement by requirement and returns structured verdicts with evidence.
What ships today
App builder
- Conversational intent capture and product overview
- Agent-generated applications in dedicated project repositories
- Build recovery after every completed agent turn
- Live app previews with health checks and device frames
- Worker coordination with project affinity and turn recovery
Requirements harness
- Requirements derived from the product overview
- User-locked requirements that remain authoritative
- Independent, read-only audits for every requirement
- Structured
SUCCESSorFAILverdicts with evidence INCONCLUSIVErecorded separately from genuine failure- Diff-scoped re-verification when relevant files change
- Non-blocking background runs with live verdicts in the UI
Quickstart
Prerequisites
- Docker and
项目描述
Open-source app builder engine — intent to working app
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