用本地前端插件连云端后端做端到端测试 / test the local VS Code extension against the deployed cloud backend.
$ npx skills add FreakStudioCN/mpy-hardware-extension --skill cloud-test -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FreakStudioCN/mpy-hardware-extension cloud-test --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/FreakStudioCN/mpy-hardware-extension.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/cloud-test .claude/skills/cloud-test && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "cloud-test" agent skill from https://github.com/FreakStudioCN/mpy-hardware-extension/tree/main/.agents/skills/cloud-test into .claude/skills/cloud-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-test", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/FreakStudioCN/mpy-hardware-extension/tree/main/.agents/skills/cloud-testType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add FreakStudioCN/mpy-hardware-extension --skill cloud-test -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FreakStudioCN/mpy-hardware-extension cloud-test --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreakStudioCN/mpy-hardware-extension.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/cloud-test .agents/skills/cloud-test && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cloud-test" agent skill from https://github.com/FreakStudioCN/mpy-hardware-extension/tree/main/.agents/skills/cloud-test into .agents/skills/cloud-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-test", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add FreakStudioCN/mpy-hardware-extension --skill cloud-test -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FreakStudioCN/mpy-hardware-extension cloud-test --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreakStudioCN/mpy-hardware-extension.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/cloud-test .cursor/skills/cloud-test && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "cloud-test" agent skill from https://github.com/FreakStudioCN/mpy-hardware-extension/tree/main/.agents/skills/cloud-test into .cursor/skills/cloud-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-test", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/FreakStudioCN/mpy-hardware-extension.git --path .agents/skills/cloud-test--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add FreakStudioCN/mpy-hardware-extension --skill cloud-test -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FreakStudioCN/mpy-hardware-extension cloud-test --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreakStudioCN/mpy-hardware-extension.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/cloud-test .gemini/skills/cloud-test && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "cloud-test" agent skill from https://github.com/FreakStudioCN/mpy-hardware-extension/tree/main/.agents/skills/cloud-test into .gemini/skills/cloud-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-test", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install FreakStudioCN/mpy-hardware-extension cloud-testInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add FreakStudioCN/mpy-hardware-extension --skill cloud-test -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/FreakStudioCN/mpy-hardware-extension.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/cloud-test .github/skills/cloud-test && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "cloud-test" agent skill from https://github.com/FreakStudioCN/mpy-hardware-extension/tree/main/.agents/skills/cloud-test into .github/skills/cloud-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-test", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add FreakStudioCN/mpy-hardware-extension --skill cloud-test -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install FreakStudioCN/mpy-hardware-extension cloud-test --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FreakStudioCN/mpy-hardware-extension.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/cloud-test .opencode/skills/cloud-test && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "cloud-test" agent skill from https://github.com/FreakStudioCN/mpy-hardware-extension/tree/main/.agents/skills/cloud-test into .opencode/skills/cloud-test/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-test", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
cloud-test用本地前端插件连云端后端做端到端测试 / test the local VS Code extension against the deployed cloud backend.
Cloud Test is an agent skill from FreakStudioCN/mpy-hardware-extension. 用本地前端插件连云端后端做端到端测试 / test the local VS Code extension against the deployed cloud backend. 云端 https://blockless.upypi.net 本就是扩展默认后端，所以"测云端"＝确保没有本地 MPYHWAPIBASE 覆盖（清掉 launch.json 里那行 env），探活云端 /v1/health 与 /v1/tools（顺带挡掉本会话踩过的 "Cannot reach the auth API" 与 "protocolversionmismatch" 两个坑），再按模式加载扩展。参数 f5(默认) 或 reinstall；restore 一键切回本地。不需要 Docker/Postgres/本地 DeepSeek key。
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering Containers. It works with Visual Studio Code, Docker, DeepSeek and PostgreSQL.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit b661df6. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
npmnodeFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
blockless.upypi.netFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
MPYHW_JWT_SECRETFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Cloud Test loads about 1.7k tokens when it runs. Until then it costs about 97 tokens; SKILL.md has 423 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 423 words (~1,684 tokens).
“跟 dev-up 相反：不起任何本地后端（不碰 Docker / Postgres / uvicorn / 本地 DeepSeek key），只把本地的 VS Code 扩展指到已经部署在云端的后端 https://blockless.upypi.net（这也是扩展的默认地址），然后真用 UI 跑一遍，验证云端这条线端到端通。”
Just SKILL.md in .agents/skills/cloud-test of FreakStudioCN/mpy-hardware-extension.
Open the folder on GitHubat commit b661df6
Cloud Test next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Cloud Test this skillFreakStudioCN/mpy-hardware-extension | 132 | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Deepseek Harness Dockerrunzhliu/deepseek-harness-docker | 110 | — | ~2.7k | Automated safety check: Notes | MIT | |
| Devsydevsy-org/devsy | 110 | — | ~1.7k | Automated safety check: Pass | MPL-2.0 | |
| Cb Build TestBlkLeg/CircuitBreaker | 201 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Monstermq Broker Configvogler75/monster-mq | 143 | — | ~2.2k | Automated safety check: Pass | GPL-3.0 | |
| Devcontainerjwynia/agent-skills | 166 | — | ~1.2k | Automated safety check: Notes | MIT |
runzhliu/deepseek-harness-docker
Deploy, configure, verify, upgrade, and troubleshoot DeepSeek Harness with the community Docker, Docker Compose, rootless Podman, and Helm runtime, including the built-in Chromium/noVNC browser…
devsy-org/devsy
Operate Devsy workspaces and providers for end users. An agent skill from devsy-org/devsy.
BlkLeg/CircuitBreaker
How Circuit Breaker is built, tested, packaged, and kept secret-safe — the make dev/verify/test targets, the PostgreSQL integration test database and its fixtures, the mono Docker image and native…
vogler75/monster-mq
Guide for configuring, deploying, and operating the MonsterMQ broker.
jwynia/agent-skills
Diagnose devcontainer configuration problems and guide development environment setup.
TencentCloudBase/CloudBase-AI-Toolkit
A skill your agent uses when you develop, design, build, deploy, debug, migrate, or troubleshoot CloudBase (腾讯云开发, 云开发, TCB, 微信云开发) projects — Web, 微信小程序, 小程序, uni-app, mobile (iOS, Android…
FreakStudioCN/mpy-hardware-extension
Run and debug the Blockless VS Code extension release gate: CI-equivalent API and extension tests, V0 protocol smoke, live DeepSeek full-stack e2e, VSIX packaging, local reinstall, direct…
FreakStudioCN/mpy-hardware-extension
用户报告 Blockless 扩展在云端实测时出问题（卡死/灰屏/跳步/构建失败），但本地复现不了、日志不在本地文件里时，用这个从云端托管数据库拉真实 session 定位症状与根因 / Use when a user reports an in-product Blockless bug from live cloud-backend testing and the real session…
FreakStudioCN/mpy-hardware-extension
A skill your agent uses when reviewing the open pull requests in this repo (mpy-hardware-extension / blockless extension) — "review the PRs", "review PRs with codex", triaging open PRs, gating PRs…
FreakStudioCN/mpy-hardware-extension
启动 Blockless 本地开发栈 / bring up the local dev stack. An agent skill from FreakStudioCN/mpy-hardware-extension.
FreakStudioCN/mpy-hardware-extension
发布 Blockless VS Code 扩展到 Visual Studio Marketplace（含发布前测试）/ ship the Blockless extension to the VS Code Marketplace.
FreakStudioCN/mpy-hardware-extension
发布 Blockless VS Code 扩展的预检 + MS Marketplace 那一半 / preflight and the MS Marketplace half of shipping the Blockless extension.
Categories
用本地前端插件连云端后端做端到端测试 / test the local VS Code extension against the deployed cloud backend. Cloud Test is an agent skill from FreakStudioCN/mpy-hardware-extension. 用本地前端插件连云端后端做端到端测试 / test the local VS Code extension against the deployed cloud backend.
Cloud Test fits situations like: tasks that involve Containers.
Run `npx skills add FreakStudioCN/mpy-hardware-extension --skill cloud-test -a claude-code`. Or copy the skill folder (.agents/skills/cloud-test in FreakStudioCN/mpy-hardware-extension) into .claude/skills/cloud-test in your project. Claude Code loads it when a task matches its description.
Run `npx skills add FreakStudioCN/mpy-hardware-extension --skill cloud-test -a codex`. Or copy the skill folder (.agents/skills/cloud-test in FreakStudioCN/mpy-hardware-extension) into .agents/skills/cloud-test in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add FreakStudioCN/mpy-hardware-extension --skill cloud-test -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cloud-test, .gemini/skills/cloud-test, .github/skills/cloud-test and .opencode/skills/cloud-test in your project.
Going by SKILL.md and its folder, Cloud Test needs the command-line tools its instructions call (npm and node) and credentials named MPYHW_JWT_SECRET. Our summary lists: Node.js; Docker; A credential in MPYHW_JWT_SECRET.
SKILL.md names 1 domain. In commands or code: blockless.upypi.net; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Cloud Test has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 1.7k tokens (SKILL.md is roughly 6.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Cloud Test: Deepseek Harness Docker (runzhliu/deepseek-harness-docker, 110 stars), Devsy (devsy-org/devsy, 110 stars), Cb Build Test (BlkLeg/CircuitBreaker, 201 stars) and Monstermq Broker Config (vogler75/monster-mq, 143 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
FreakStudioCN (a GitHub organization) maintains it in FreakStudioCN/mpy-hardware-extension, which has 132 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 28, 2026.
Source: FreakStudioCN/mpy-hardware-extension on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.
