operations / skill

Campus AI OS

A plugin that sets up an AI chief of staff, skills, playbooks and file-based memory for a one-person business, for use from Claude or Codex.

At a glance

Purpose
A plugin that sets up an AI chief of staff, skills, playbooks and file-based memory for a one-person business, for use from Claude or Codex.
Runs in
Chat app with skills, Local agent with shell
Operating systems
Not stated
Needs
Runtime: Not stated; Needs internet: Not stated; Needs accounts or API keys beyond your agent: No
Files and data
Reads files: Yes; Writes files: Yes; Sends data to other services: Not stated
Tool type
Skill
Delivery
From GitHub
Version
Latest on the main branch
Access
Code on GitHub
Compatibility
According to the README, it is usable from Claude Desktop, Cowork and Claude Code, and from Codex. The repository has plugin folders for both Claude and Codex. The README says Claude Desktop, Claude Code and Codex can each finish work on the same campus on one computer, with one configured client owning schedules and the shared ledger.
External costs
The README describes the software as free and MIT-licensed. It says TrainingSites sells help operating the system, including configuration, staffing and initial implementation with the owner. The README gives no price for that help and offers the same release through a free checkout on the TrainingSites website. Your coding agent or model provider may charge for usage.
Permissions
The skills act through your coding agent with the access you give it. According to the README, the staff reads and writes files in the connected folder, including identity, offers, goals, tasks, memory, wiki, results records and an activity ledger. The README tells the staff to preserve inputs/ source files and obtain approval for publishing, sending, deleting, charging or changing a live system. The README says one configured client runs schedules and writes the shared ledger.
Usage terms
MIT License, as stated in the repository. See its LICENSE file for the exact terms.

What it does

Campus AI OS is a plugin with an AI chief-of-staff workflow, shared memory, departments and playbooks for a one-person business. The README names the chief of staff Dean and says business context is kept in Markdown and JSON files.

The README lists skills, commands, niche packs and tools, with playbooks named Weekly Reset and One Recording to a Week of Content. The README names /campus-start, /morning-brief, /weekly-review, /wiki-ingest, /wiki-query and /campus-map, and describes /campus-doctor as a plain-English health check.

The README tells the staff to preserve source material in inputs/, obtain approval for publishing, sending, deleting, charging or changing a live system, and begin substantial builds with a plan the owner can inspect.

Who it is for

Owners of one-person businesses, such as coaches, teachers, course creators and consultants.

Example tasks

Create and configure a new campus by connecting an empty folder and saying /campus-start.
Produce a first useful deliverable with /campus-first-win.
See today's priorities and what changed with /morning-brief.
Turn one recording into a week of content with /repurpose.
Draft an email sequence with /email-sequence.

Getting started

In Claude Desktop or Cowork, the README says to download the plugin file from the latest release, install it from Settings, Plugins, Install from file, connect an empty folder and say /campus-start. For Claude Code it gives /plugin marketplace add trainingsites/campus-ai-os and /plugin install campus-ai-os@campus-ai-os. For Codex it says to open Settings, Plugins, Add marketplace, choose a Git source, enter the repository address, install Campus AI OS and begin in a new task. QUICKSTART.md and CODEX-INSTALL.md have more. The README has the exact commands.

Limitations

According to the README, it is used from Claude Desktop, Cowork, Claude Code or Codex. The README says there is no server, database, account to create or API keys to manage, and that the Claude Desktop path has no terminal. It says the Claude Code and Codex paths are for developers and use a terminal, and that Codex users should begin in a new task so the skills are loaded. The README says the active niche pack sets what kind of business the staff talks about, and that the default pack is for educators, coaches, course creators and consultants. It says the founding interview takes real attention and that the product is not a personal assistant for email and calendars. The repository can change at any time; check its README before you install.

Data practices

According to the README, everything your staff learns is written to the folder you connect as Markdown and JSON files, with no server or database required, and the kernel does not need a hosted service. It says each playbook writes a results file and an activity ledger logs who did what and from which client. The README does not mention telemetry. What is sent to a model depends on your coding agent and model provider.

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