Clairvoyance
MCP serverMediaGives your coding agent software design guidance based on the book A Philosophy of Software Design.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Then ask your AI: use the deep modules tool from Clairvoyance
Details
Available today. Use it as a step in a pipeline you build, or from your connected AI.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Add it as a step in a pipeline you build on Ahel, or connect Ahel to Claude, ChatGPT, Cursor, Claude Code or Codex and ask your AI to use it.
About this server
Software design skills for AI coding agents, inspired by A Philosophy of Software Design.
Install Clairvoyance
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user clairvoyance 'https://clairvoyance.fyi/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://clairvoyance.fyi/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=clairvoyance&config=eyJ1cmwiOiJodHRwczovL2NsYWlydm95YW5jZS5meWkvbWNwIn0=Open the link and Cursor adds the server at that address.
ChatGPT
https://clairvoyance.fyi/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add clairvoyance --url 'https://clairvoyance.fyi/mcp'Run it once, then sign in with codex mcp login clairvoyance if the server asks for an account.
From the project's README
As published by codybrom/clairvoyance in README.md.
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.
How It Works
Skills activate automatically and push your agent to ask questions like:
- Does this interface hide real complexity, or just pass things through?
- Can this method be understood without reading another one in a different file?
- Is error handling pushing work onto callers that the module could handle itself?
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.)
Installation
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.
Claude Code
/plugin marketplace add codybrom/clairvoyance
/plugin install clairvoyance@clairvoyance-plugins
skills.sh
npx skills add codybrom/clairvoyance --skill '*'
Codex
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
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.
OpenCode
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.
Antigravity
agy plugin install https://github.com/codybrom/clairvoyance
Factory Droid
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
GitHub Copilot CLI
copilot plugin marketplace add codybrom/clairvoyance
copilot plugin install clairvoyance@clairvoyance-plugins
Kimi Code
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
pi install git:github.com/codybrom/clairvoyance
Pi auto-discovers the skills/ directory with no extra config.
llms.txt
Machine-readable skill index for LLM agents:
- clairvoyance.fyi/llms.txt — table of contents with descriptions
- clairvoyance.fyi/llms-full.txt — full content of all skills
MCP server
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.
- VS Code:
code --add-mcp '{"name":"clairvoyance","type":"http","url":"https://clairvoyance.fyi/mcp"}' - Cursor: add
"clairvoyance": { "url": "https://clairvoyance.fyi/mcp" }under"mcpServers"in~/.cursor/mcp.json - Claude Code:
claude mcp add --transport http clairvoyance https://clairvoyance.fyi/mcp - Codex:
codex mcp add clairvoyance --url https://clairvoyance.fyi/mcp - Anything else: add
https://clairvoyance.fyi/mcpas a remote (HTTP) MCP server.
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.
What's Inside
Structure & Modules
| 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 |
Abstraction & Generality
| 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 |
Clarity & Communication
| Skill | Covers |
|---|---|
naming-obviousness | Isolation test, scope-length principle, consistency, avoid extra words |
comments-docs | Comment types, comments-first workflow, cross-module documentation |
Process & Evolution
| 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 |
Diagnostic
| 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 |
Attribution
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.
Contributing
Contributions are welcome beyond the inspiration material, but should reinforce the core philosophy of thinking strategically about software design.
To contribute:
- Fork the repository
- Create a branch
- Follow the
writing-skillsskill from Superpowers for creating and testing skills - Add your skill in
skills/<skill-name>/SKILL.mdwith optionalreferences/files - Commit your changes and submit a PR
Updating
- Claude Code:
/plugin update clairvoyance - skills.sh:
npx skills update codybrom/clairvoyance - Codex:
codex plugin marketplace upgrade clairvoyance && codex plugin add clairvoyance@clairvoyance - Cursor:
cd ~/.cursor/plugins/local/clairvoyance && git pull, then restart - OpenCode: doesn't auto-refresh on restart unless you pinned a tag — see .opencode/INSTALL.md
- Antigravity: re-run
agy plugin install https://github.com/codybrom/clairvoyance - Factory Droid:
droid plugin marketplace update clairvoyance-plugins && droid plugin update clairvoyance@clairvoyance-plugins - GitHub Copilot CLI:
copilot plugin update clairvoyance - Kimi Code: re-run the install command from the Custom tab
- Pi:
pi update --extensions(re-run install with a new ref if you pinned one) - MCP server: always serves the latest skills, so there's nothing to update.
- llms.txt: Always up to date at clairvoyance.fyi/llms-full.txt.
See CHANGELOG.md or the GitHub releases for what changed in each version.
License
MIT License © 2026 Cody Bromley
Tools it offers (17)
What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
deep-modulesmodule-boundariesinformation-hidingpull-complexity-downgeneral-vs-specialerror-designabstraction-qualitynaming-obviousnesscomments-docsstrategic-mindsetdesign-it-twicecode-evolutioncomplexity-recognitionred-flagsdesign-reviewdiagnosefetch-reference
Signals
- GitHub stars
- 12
- Last commit
- Oct 2026
Advanced
- Delivery
- Clairvoyance MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
fyi-clairvoyance-mcp- Source
- github.com/codybrom/clairvoyance
- Hosted endpoint
https://clairvoyance.fyi/mcp
github.com/codybrom/clairvoyance