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jiezeng2004-design/README.md
Language / 语言: Chinese is open by default. Expand English below to switch.
中文
Zengjie - 构建可验证的 AI 系统

关注可控 Agent、本地优先 AI 与可审计的软件交付。把真实问题拆解为可验证、可复查、可持续维护的工具。

关注方向：可控智能体、本地优先 AI 与可审计交付

个人网站 · 全部仓库 · PatchWarden

// 代表项目

旗舰系统 / 01

PatchWarden - 查看仓库 →

PatchWarden - AI 编程计划的可验证本地执行

将已确认的 AI 计划转化为受约束、可审计的本地执行。

TypeScript MCP 独立验证

仓库 · 发行版
本地 AI / 02

RelayForge - 查看仓库 →

RelayForge - 本地优先 AI 编程网关

本地优先的模型路由、回退、隐私日志与兼容接口。

仓库

 工作记忆 / 03

CodexJournal-Lite - 查看仓库 →

CodexJournal Lite - 可检索的本地 AI 工作记忆

把本地编程会话归档为可搜索的私有工作记忆。

仓库
桌面体验 / 04

XJTU-Codex-Theme - 查看仓库 →

XJTU Codex Theme - Codex Desktop 主题

面向 Codex Desktop 的 source-available 主题与自定义模板。

仓库

// 最近发布

AGENT BRIDGE / v0.5.1

dsh-chatgpt-bridge →

让 ChatGPT 创建、继续并控制 DeepSeek Harness Agent 会话的 MCP 桥接器。

JavaScript MCP ChatGPT

仓库 · v0.5.1

 ALIGNMENT / v0.4.2

dsh-requirements-alignment →

在执行前对齐关键需求，让 Agent 少猜测、少返工，同时保持工作流轻量。

TypeScript Agent Requirements

仓库 · v0.4.2
ANALYTICS / v0.1.0

X Algorithm Auditor →

基于公开 X 算法的本地、可解释 Analytics 审计工具。

Python Analytics Explainable

仓库 · v0.1.0

 CREATOR TOOL / v2.0.0

DraftPulse →

面向 X/Twitter 的 AI 回复草稿与互动洞察浏览器扩展。

JavaScript Browser Extension AI

仓库 · v2.0.0

// GitHub 快照

44
公开仓库		 15
活跃原创仓库		 35
原创仓库 Stars		 4
Followers

GitHub 公开数据快照 · 2026-08-31 · Stars 仅统计未归档原创仓库

// 贡献轨迹

Yistar 蓝色 GitHub 贡献轨迹动画
English

// FEATURED_SYSTEMS - Selected work

FLAGSHIP / 01

PatchWarden - View repository →

PatchWarden - verifiable local execution for AI coding plans

Turn approved AI plans into guarded, auditable local execution.

TypeScript MCP Verification

Repository · Releases
LOCAL AI / 02

RelayForge - View repository →

RelayForge - local-first AI coding gateway

Local-first routing, fallback, privacy logs, and compatible AI APIs.

Repository

 WORK MEMORY / 03

CodexJournal-Lite - View repository →

CodexJournal Lite - searchable local AI work memory

Archive local coding sessions into a searchable private work memory.

Repository
DESKTOP EXPERIENCE / 04

XJTU-Codex-Theme - View repository →

XJTU Codex Theme - source available Codex Desktop themes

Source-available themes and custom templates for Codex Desktop.

Repository

// LATEST_RELEASES - Recently shipped

AGENT BRIDGE / v0.5.1

dsh-chatgpt-bridge →

An MCP bridge for creating, continuing, and controlling DeepSeek Harness agent sessions from ChatGPT.

JavaScript MCP ChatGPT

Repository · v0.5.1

 ALIGNMENT / v0.4.2

dsh-requirements-alignment →

Align important requirements before execution so agents guess less and rework less, without a heavyweight spec process.

TypeScript Agent Requirements

Repository · v0.4.2
ANALYTICS / v0.1.0

X Algorithm Auditor →

Local, explainable X Analytics audits grounded in the public X algorithm.

Python Analytics Explainable

Repository · v0.1.0

 CREATOR TOOL / v2.0.0

DraftPulse →

AI-assisted reply drafting and engagement insights for X/Twitter.

JavaScript Browser Extension AI

Repository · v2.0.0

// GITHUB_SNAPSHOT - Public profile data

44
Public repositories		 15
Active original repos		 35
Stars on original repos		 4
Followers

GitHub public-data snapshot · 2026-08-31 · Stars count non-archived original repositories only

// CONTRIBUTION_SIGNAL - Building in public

Animated GitHub contribution graph in Yistar blue

Pinned Loading

  1. ProbeMux ProbeMux Public

    Probe once. Configure everywhere. Evidence-first model capability probing and configuration for coding agents.

    TypeScript

  2. dsh-requirements-alignment dsh-requirements-alignment Public

    Lightweight requirement alignment for DeepSeek Harness — align important decisions before execution without a full spec workflow.

    TypeScript 9

  3. dsh-chatgpt-bridge dsh-chatgpt-bridge Public

    MCP bridge that lets ChatGPT web create, view, continue, and control DeepSeek Harness (DSH) agent sessions.

    JavaScript 15

  4. DraftPulse DraftPulse Public

    AI-assisted reply drafting and engagement insights for X/Twitter

    JavaScript