微信小程序开发 Skill：面向 AI 编码的小程序全流程指南
腾讯云 CloudBase 团队在 SkillHub 发布的 @tencent-adm/miniprogram-development（v2.36.0）面向 AI 辅助开发微信小程序，覆盖 project.config.json、tabBar、路由、Nightly 与 wechatide 调试预览、miniprogram-ci 回退、消息推送与按需 wx.cloud 集成，并标明与 Web/云函数/UI 兄弟 Skill 的边界。本文说明其定位、核心能力、skillhub 安装命令与各 Agent skills 目录，并给出官方 tabBar 与最小项目骨架示例。
Read More微信小程序 AI 开发模式校验 Skills：校验并修复 skills/ 产物
微信小程序团队发布的 @tencent-adm/wxa-skills-validate（v0.2.3）用于校验和修复小程序 AI SKILLs 产物：对 skills/ 做静态校验、跑通原子接口、验证原子组件渲染、修复校验报错并输出交付文档，依托微信开发者工具真机验证。本文基于 SkillHub 官方简介与安装文档，说明定位、能力、skillhub install 安装方式及典型触发场景，无需 API Key。
Read MoreDeepSeek Harness Sidebar Plugin: CCF Conference Deadline Countdown
`sshhhll002/dsh-ccfddl` is a conference countdown plugin integrated into the left sidebar of DeepSeek Harness. It fetches CCF conference data from `ccfddl`, supports displaying countdowns by urgency (red/orange/green/gray), and provides settings such as filtering by field and manual refresh. The installation command is `dsh plugin --profile web add github:sshhhll002/dsh-ccfddl`. After restarting `dsh web`, you can view or minimize the conference deadlines in the left sidebar. This plugin is an unofficial project, and the data source is MIT-licensed.
Read Moredsh-quickref: DeepSeek Harness Developer Quick Reference Toolkit
dsh-quickref is a plugin-based development assistant within the DeepSeek Harness (DSH) ecosystem, designed to address developers' pain points when looking up syntax formats and performing data conversions. It provides topic-based quick-reference tables and a variety of practical development tools, including regex testing, JSON validation, timestamp conversion, Base64 encoding and decoding, a Cron generator, and text comparison. To install it, run `dsh plugin --profile web add .` in the repository root directory, avoid using `/tmp` paths, and place `@deepseek-ai/*` dependencies in `peerDependencies`. When publishing to the marketplace, you must declare `dsh.bundle` and ensure `cordis.patch` exists.
Read Moredsh-emoji-wallet: DeepSeek Harness Top Bar Balance Viewer
dsh-emoji-wallet is a plugin for DeepSeek Harness (DSH) that lets users view API balances with a single click in the conversation header. Developed by ankesu and released under the MIT License, its core value lies in reading the API key file on the host side to ensure security, while only the balance value is sent to the browser. Once installed, users can click a button to view the balance in a popup bubble, offering a convenient, zero-configuration experience that is ideal for developers who frequently monitor API usage.
Read Moredsh-web-shell: Add a right-docked Web terminal to DeepSeek Harness
# Introduction When developing with `dsh web`, it is often necessary to execute a few commands on the fly directly in the browser. Two common approaches exist: switching to a separate terminal window, or using an overlay terminal that obscures the session content. The former requires constant context switching, while the latter obscures the ongoing conversation. The dsh-web-shell introduced below adopts a third approach: it docks the terminal on the right side of the window, automatically making room for the main chat area. This ensures the terminal and session content remain visible simultaneously, and the collapsible panel does not interrupt the session. # What is dsh-web-shell? dsh-web-shell is a right-docked Web Shell plugin for DeepSeek Harness, maintained by JesmonX. It is released under the MIT license, and the current version on npm is 0.1.
Read Moredsh-digipet: Transforming real work events into pet experiences in DeepSeek Harness
`dsh-digipet` is an MIT-licensed plugin for DeepSeek Harness (DSH) designed to convert real interaction rounds, messages, tool calls, and errors into "Digimon" pet experience points and drive their evolution along different evolutionary branches. The plugin's core advantage lies in zero token consumption and model invisibility: it does not register tools, write session events, or read user code or session content; it only listens to specific event points to calculate experience, without interfering with model requests. The pet lifecycle ranges from a Digimon egg to Ultimate form, supporting evolutionary branches such as Dragon and Sage. Status data is safely persisted using atomic operations and features an anti-cheat mechanism (reducing experience gains when satiety is high) and automatic migration of old save files. The plugin has a clear trust boundary, no network access, and only reads or writes its own save files. Users install and...
Read MoreDSH Forge: Standalone Profiles for DeepSeek Harness Plugin Development
DSH Forge is a reproducible, runtime-aware environment for DeepSeek Harness (DSH) plugin development. By establishing an isolated `~/.dsh-forge` Home, a `forge` Profile, and developer Agent Presets, it separates development state from formal configurations, preventing pollution of the daily-used `~/.dsh`. Its core features include locally indexing Harness documentation, source symbols, and interfaces to support rapid retrieval, managing resumable plugin experiments, providing multi-level verification workflows (`quick`, `package`, `full`), and a formal Promotion scaffold. Forge supports secure synchronization of user configurations and mirroring of out-of-tree plugins while protecting the underlying
Read Moredsh-opencode-usage: Displaying OpenCode Go Package Usage in the DSH Web GUI
dsh-opencode-usage is an open-source plugin (MIT licensed) developed for the DSH web GUI, designed to monitor OpenCode Go package usage in real time. The plugin provides a persistent badge below the composer input box, displaying usage percentages and reset countdowns across three windows—rolling, weekly, and monthly—with support for automatic refresh. Clicking the badge expands a detailed card showing progress bars, real-time countdowns, and configuration options for API Key, Base URL, and refresh interval. Additionally, it offers a parameterless tool `opencode_go_usage` that allows agents to directly query package balance during conversations. The plugin is developed purely from source code with no build steps, handles requests through same-origin routing to ensure API Keys do not enter the browser, and defaults to reading from environment variables.
Read MoreDSH UI Tweaks: Real-time Web UI Adjustments in the Settings Panel
`dsh-ui-tweaks` is a community plugin for the DeepSeek Harness (DSH) Web UI, maintained by wlj521, designed for on-the-fly interface detail adjustments within the settings panel. Core features include customizing code font size, toggling table styles, and integrating GitBar (supporting branch management, diff viewing, and commits). Additionally, the plugin offers archived session management, MCP server configuration, `/init` project analysis directives, a whale status indicator, task reminders (notifications, flashing, and sounds), and precise cache hit rate display. The plugin requires DSH v0.1.2-alpha.1 or later and Node.js >=20, and supports installation via npm or GitHub. Most advanced features such as GitBar and MCP management are disabled by default
Read MoreClaude Code v2.1.224: Multiple independent sessions can send messages directly to each other, say goodbye to copy-pasting between terminals
Anthropic launched cross-session messaging in Claude Code v2.1.224 (released on August 7, 2026): independently running sessions on macOS/Linux can discover each other via ListAgents and send each other plain text summaries via SendMessage, without manually copying context between terminals. The messages do not carry conversation history or files, and the recipient still needs to approve sensitive operations on their own; the communication uses local sockets on the same machine, and cross-machine support is limited to replies via Remote Control. This article introduces the mechanism, scenarios, usage and security boundaries based on official documentation.
Read MoreDavid Crawshaw on the Inevitability of Open-Source DevTools in the AI Era
In early August 2026, David Crawshaw, co-founder of exe.dev, published an article titled *Devtools must be open source*, which garnered over 500 upvotes and heated discussions on Hacker News. The core arguments are as follows: AI Agents can directly modify source code to achieve tool personalization and automatically rebase upstream code, drastically reducing the maintenance cost of forks; the expansion ceiling of plugin APIs has relatively depreciated, and source code is the ultimate expansion system. The article takes the integration of meat.dev by Shelley Agent and a comparison with VS Code's extension API as examples, and points out the customization boundaries of closed-source Agents such as Claude Code. Combined with the fork practices of Zed and Ghostty, as well as the closed-source IDE options like Cursor, it discusses whether DevTools should list "source code access right" as a first-class requirement in 2026.
Read More$60 Billion Acquisition of Cursor: Will SpaceX/xAI Reshape the Landscape of AI Programming Tools?
On June 16, 2026, SpaceX announced a $60 billion all-stock acquisition of Anysphere, the parent company of Cursor, with the deal expected to close in Q3 2026. Based on SEC filings and public reports, this article sorts out the transaction terms, the synergies of Colossus computing power, the conjectured product division of labor between Grok Build and Cursor, the impact on the competitive landscape of Claude Code and Copilot, and provides countermeasures and suggestions for individual and enterprise developers.
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