我们如何使用 impeccable 优化前端界面设计与实现稳定性
我们如何使用 impeccable 优化前端界面设计与实现稳定性 引言 很多团队做 UI 时都有同个痛点：设计语言靠经验，交互细节靠记忆，最后产物容易“能用但不稳”。 在 HagiCode monorepo 里，impeccable 不是当成“灵感工具”用，而是被放进一套可执行、可校验、可回归的工程链路里： 任务入口有结构化约束（命令、场景、仓库范围） 站点内容和上游命令定义自动对齐 本地开发端口、运行参数、校验流程固定化…
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让所有 Agent 都会 /goal：HagiCode 持续工作预设的兼容扩展设计
让所有 Agent 都会 /goal：HagiCode 持续工作预设的兼容扩展设计 引言 给 AI Agent 派一个「持续工作」的任务，理想状态是这样的：你写下一个目标，选好可以动的仓库，点一下提交，Agent 就朝着这个目标一路推进，中途不追问、不跑题、不越界改别的仓库。 在 HagiCode 里，这个能力有个专门的入口——goal 预设任务，命令表面是 /goal。问题在于：不是所有 Agent 都认识 /goal。…
How to Use last30days for Social Network-Based AI Research Needs
How to Use last30days for Social Network-Based AI Research Needs Every day, people express themselves on social networks: posting, voting, arguing, unsubscribing, and migrating. These voices scattered across Reddit,…
Precise Routing for Every Command: HagiCode Preset Task Multi-Skill Support in Practice
Precise Routing for Every Command: HagiCode Preset Task Multi-Skill Support in Practice A preset stuffed with multiple commands, but only able to share a single set of skill requirements? This refactor enables each…
How HagiCode integrated 13 Agent CLIs into a single system
How HagiCode integrated 13 Agent CLIs into a single system It’s not really that hard, but then again, it’s not that simple either. Let’s talk about how we used a layered architecture to uniformly manage these diverse…
Solving Backend Distributed Challenges for AI Programming Workbench with Orleans
Solving Backend Distributed Challenges for AI Programming Workbench with Orleans Managing a dozen AI CLI tools in a single process while streaming dozens of real-time sessions simultaneously—sounds like a dream? Well,…
Prompts Used for AI Commits in HagiCode: Design Philosophy and Implementation Breakdown
Prompts Used for AI Commits in HagiCode: Design Philosophy and Implementation Breakdown When you throw a bunch of messy changes at AI and ask it to help you commit, what prompt actually gets sent to the model behind…
What is MonoSpecs: Why It's a Further Upgrade and Extension of OpenSpec
What is MonoSpecs: Why It’s a Further Upgrade and Extension of OpenSpec When a product system expands to 40+ independent Git repositories, where should “specifications” be placed? This article discusses HagiCode’s…
Integrating Reasonix 1.x with DeepSeek V4: ACP Model Selector Integration in Practice
Integrating Reasonix 1.x with DeepSeek V4: ACP Model Selector Integration in Practice This article discusses how to switch the local ACP CLI provider Reasonix 1.x to DeepSeek V4 within HagiCode. The focus isn’t really…
Pi Agent Integration Implementation: Message Parsing, Retry, and Cancellation
Pi Agent Integration Implementation: Message Parsing, Retry, and Cancellation Integrating a CLI-based AI agent inevitably involves three things: how to translate its private event stream into stable messages, who is…
How to Publish an Electron App to Microsoft Store: From MSIX Packaging to Store Submission
How to Publish an Electron App to Microsoft Store: From MSIX Packaging to Store Submission At the end of the day, Electron is just an ordinary Win32 desktop application, but Microsoft Store only recognizes MSIX. This…
How to Use Upptime to Build Your Own Status Page for Free
How to Use Upptime to Build Your Own Status Page for Free Move the entire monitoring setup into a GitHub repository—Actions as probes, the repository as a database, Pages as a CDN, and Issues as an event log. Zero…
How Electron Calls Windows Native APIs
How Electron Calls Windows Native APIs Calling Windows native APIs in Electron applications is like wanting to see the sea but only being able to look at a map. After some trial and error, I’ve finally found a few…
How Electron Desktop Apps Integrate Microsoft Store Subscription and Perpetual Licenses
How Electron Desktop Apps Integrate Microsoft Store Subscription and Perpetual Licenses When your Electron app needs to sell subscriptions and perpetual licenses on Microsoft Store, how do you cleanly integrate that…
How to integrate and use impeccable
How to integrate and use impeccable Actually, it’s nothing special—just integrating a design tool into the HagiCode project,勉强算是个完整方案吧—including repository structure, multilingual workflows, content maintenance, and…
From Zero: How to Integrate Reasonix CLI into HagiCode System
From Zero: How to Integrate Reasonix CLI into HagiCode System This article shares the complete technical practice of integrating Reasonix CLI as a first-class Agent Provider into the HagiCode system, covering…
The Practice of Integrating Pi Agent into HagiCode
The Practice of Integrating Pi Agent into HagiCode This article shares our practical experience in integrating Pi agent as a first-class workflow entry point in the HagiCode project, including architecture design,…
Automated Practice for Publishing Windows Apps to Microsoft Store
Automated Practice for Publishing Windows Apps to Microsoft Store How to achieve end-to-end automation from version resolution to Store publishing, saying goodbye to the cumbersome manual process. Background If you…
User Custom Configuration Management Best Practices
User Custom Configuration Management Best Practices Nothing much really, just sharing a configuration management solution. From architecture to practice, well, hope it helps you avoid some pitfalls. Background…
OpenCode Integration Practice: Architectural Evolution from Standalone Process to Shared Runtime
OpenCode Integration Practice: Architectural Evolution from Standalone Process to Shared Runtime This article shares the complete practice of integrating OpenCode AI assistant into HagiCode, including key design…