GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
作者提供的说明(英文原文)
Software design skills for AI coding agents, inspired by A Philosophy of Software Design.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://clairvoyance.fyi/mcp在终端中运行这条命令
claude mcp add --transport http clairvoyance https://clairvoyance.fyi/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"clairvoyance": {
"url": "https://clairvoyance.fyi/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"clairvoyance": {
"type": "http",
"url": "https://clairvoyance.fyi/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://clairvoyance.fyi/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过域名 clairvoyance.fyi 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.3.1)于31天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:GitHub, Desktop Commander, Cloudflare MCP
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Clairvoyance
AI agents can write working code, but they don't stop to consider effective design unless asked. Clairvoyance is a set of skills inspired by John Ousterhout's *A Philosophy of Software Design*. Each skill gives your agent extrasensory perspective around software design, with concrete tests to see ahead of obstacles during implementation and review.
Skills activate automatically and push your agent to ask questions like:
You can also invoke them directly. Use /clairvoyance:red-flags to trigger a design smell scan, /clairvoyance:deep-modules to check interface depth and /clairvoyance:design-it-twice to compare alternatives before committing. (On platforms that install the skills without the plugin namespace, such as skills.sh, drop the clairvoyance: prefix.)
Give your agent Clairvoyance: Claude Code, skills.sh, Codex, Cursor, OpenCode, Antigravity, Factory Droid, GitHub Copilot CLI, Kimi Code, Pi.
Note: Installation differs by platform. If you use more than one, install Clairvoyance separately for each.
/plugin marketplace add codybrom/clairvoyance
/plugin install clairvoyance@clairvoyance-plugins
npx skills add codybrom/clairvoyance --skill '*'
Requires Codex CLI ≥ 0.142.0 (codex --version). The Codex App and CLI share the same config, so this also makes Clairvoyance visible in the App's Plugins panel.
codex plugin marketplace add codybrom/clairvoyance
codex plugin add clairvoyance@clairvoyance
Older Codex versions only get the 16 skills, via a manual symlink — see .codex/INSTALL.md for that fallback and full troubleshooting.
Cursor doesn't yet have a one-line "install from a GitHub URL" flow for unlisted plugins, so clone (or symlink) the repo into Cursor's local plugins folder and restart:
git clone https://github.com/codybrom/clairvoyance.git ~/.cursor/plugins/local/clairvoyance
Then check the Customize panel in the sidebar to confirm Clairvoyance and its 16 skills are listed.
Add Clairvoyance to the plugin array in your opencode.json (global or project-level):
{
"plugin": ["clairvoyance@git+https://github.com/codybrom/clairvoyance.git"] }
Restart OpenCode — no symlinks or manual skill paths needed. See .opencode/INSTALL.md for version pinning, troubleshooting, and migrating off the old symlink-based install.
agy plugin install https://github.com/codybrom/clairvoyance
Droid translates Claude Code plugin format automatically — no Clairvoyance-specific files needed.
droid plugin marketplace add https://github.com/codybrom/clairvoyance
droid plugin install clairvoyance@clairvoyance-plugins
copilot plugin marketplace add codybrom/clairvoyance
copilot plugin install clairvoyance@clairvoyance-plugins
In Kimi Code's plugin manager (/plugins), choose Custom, or run directly:
/plugins install https://github.com/codybrom/clairvoyance
Kimi Code will show a third-party trust prompt since this isn't an officially curated source — confirm to proceed.
pi install git:github.com/codybrom/clairvoyance
Pi auto-discovers the skills/ directory with no extra config.
Machine-readable skill index for LLM agents:
If your agent can't install plugins or skills but can connect to MCP servers, use Clairvoyance's read-only MCP server at https://clairvoyance.fyi/mcp (Streamable HTTP, no sign-in). Each skill is a tool with the same name and description it has in the plugin, and clients that support MCP prompts also offer each skill as a slash command. A request names only the skill, so the server never receives your code, file paths or prompts.
code --add-mcp '{"name":"clairvoyance","type":"http","url":"https://clairvoyance.fyi/mcp"}'"clairvoyance": { "url": "https://clairvoyance.fyi/mcp" } under "mcpServers" in ~/.cursor/mcp.jsonclaude mcp add --transport http clairvoyance https://clairvoyance.fyi/mcpcodex mcp add clairvoyance --url https://clairvoyance.fyi/mcphttps://clairvoyance.fyi/mcp as a remote (HTTP) MCP server.It's listed in the official MCP Registry as fyi.clairvoyance/mcp. One-click buttons for VS Code and Cursor are on clairvoyance.fyi/install. Where your agent supports plugins or skills, install those instead: the plugin also enforces each skill's tool limits and runs the design-it-twice subagent itself.
| Skill | Covers |
|---|---|
deep-modules | Module depth, shallow modules, classitis, pass-through methods, interface vs implementation |
module-boundaries | Merge vs split, conjoined methods, method splitting, dependency minimization |
information-hiding | Information leakage, temporal decomposition, partial hiding, false encapsulation |
pull-complexity-down | Caller burden, configuration parameters, the core asymmetry |
| Skill | Covers |
|---|---|
abstraction-quality | Genuine vs false abstractions, layer boundaries, decorators |
general-vs-special | Interface generality, special-general mixture, edge-case elimination |
error-design | Define errors out of existence, exception masking, aggregation, just crash |
| Skill | Covers |
|---|---|
naming-obviousness | Isolation test, scope-length principle, consistency, avoid extra words |
comments-docs | Comment types, comments-first workflow, cross-module documentation |
| Skill | Covers |
|---|---|
strategic-mindset | Strategic vs tactical, investment rule, tactical tornado |
design-it-twice | Generate alternatives, compare on criteria, synthesize |
code-evolution | "Designed this way" standard, repetition, technical debt |
complexity-recognition | Change amplification, cognitive load, unknown unknowns |
| Skill | Covers |
|---|---|
red-flags | Design smell scan covering structure, boundaries, documentation, naming, and process |
design-review | Structured review funnel from complexity triage through structural, interface, and surface checks |
diagnose | Routes a vague symptom or complaint to the most relevant skill via a decision tree |
These skills are adapted in part from the teachings of John Ousterhout, professor of computer science at Stanford University, and his book *A Philosophy of Software Design*. This project is not affiliated with, endorsed by, or sponsored by John Ousterhout, Stanford University, or the publishers of *A Philosophy of Software Design*.
If you find these skills useful, you should really buy and read the book. The skills in this repo are by no means a substitute for reading it. It is the definitive treatment of these ideas and an enjoyable read for any dev. Available from Amazon (no affiliate link). Also available in German (O'Reilly, 2021) and Chinese (Posts and Telecommunications Press, 2024).
The skills and code in this project are independently authored original works by the project's contributors. Brief quotations from the book are sometimes used with full attribution for purposes of commentary, criticism, and education. All trademarks and copyrights are the property of their respective owners.
Contributions are welcome beyond the inspiration material, but should reinforce the core philosophy of thinking strategically about software design.
To contribute:
writing-skills skill from Superpowers for creating and testing skillsskills/ /SKILL.md with optional references/ files/plugin update clairvoyancenpx skills update codybrom/clairvoyancecodex plugin marketplace upgrade clairvoyance && codex plugin add clairvoyance@clairvoyancecd ~/.cursor/plugins/local/clairvoyance && git pull, then restartagy plugin install https://github.com/codybrom/clairvoyancedroid plugin marketplace update clairvoyance-plugins && droid plugin update clairvoyance@clairvoyance-pluginscopilot plugin update clairvoyancepi update --extensions (re-run install with a new ref if you pinned one)See CHANGELOG.md or the GitHub releases for what changed in each version.
MIT License © 2026 Cody Bromley