Team Prompt Library

One Prompt Library. Every AI Tool. Your Whole Team.

Stop managing prompts in personal notes, Slack threads, and scattered text files. Contextium gives your team a shared, versioned AI prompt and skills library — live in Claude, Cursor, and ChatGPT automatically via MCP.

Free plan available · Works with Claude · Cursor · ChatGPT · VS Code · Windsurf

1
Library for the whole team
0
Prompts to copy-paste
Version history
5+
AI tools connected

The Problem with How Teams Manage Prompts Today

"Here's my system prompt" in Slack

The best prompts in your team live in DMs, channels, and threads. They're impossible to find, impossible to update, and invisible to anyone who wasn't in the original conversation.

Personal notes and text files

Each developer maintains their own collection of Cursor rules, Claude instructions, and ChatGPT system prompts. No consistency. No sharing. When they leave, the prompts go with them.

Cursor rules scattered in repos

.cursorrules files live in individual projects but rarely get standardised across the team. One repo has great AI context. The next has nothing. Results vary wildly.

No version history for prompts

You improved a prompt last month. Now it's worse. What changed? No idea — there's no history. You're rewriting from memory, losing the iteration work your team has already done.

Skills: Reusable AI Instructions Your Team Shares

In Contextium, skills are named, versioned AI instruction documents — connected to your tools via MCP

1

Create Skills for Anything Your AI Should Know or Do

Write system prompts, Cursor rules, brand guidelines, code review checklists, content templates, or any reusable AI instruction. Name and tag them for easy discovery.

  • "Write in our brand voice" — tone and style guide for Claude
  • "Review this PR" — your team's code review checklist
  • "Our API standards" — REST conventions for Cursor to follow
  • "Blog post template" — content structure for marketing
  • "Error handling pattern" — your team's exact code convention
2

Share Across the Whole Team

Add teammates to your workspace. Every skill you create is instantly available to their AI tools. No sharing links. No copy-pasting. The library is the single source of truth.

  • Team workspace with shared access
  • Projects to organise by team, client, or use case
  • Tag-based organisation with inline #tags (e.g. #brand, #code)
  • Workflows to bundle related skills together
3

AI Tools Load Skills Automatically via MCP

Connect your AI tools once. From then on, skills load automatically into every conversation — no prompting, no copy-pasting, no forgetting.

  • Claude Desktop and Claude Code
  • Cursor IDE and VS Code
  • Windsurf and other MCP clients
  • Remote MCP for any SSE-compatible tool

What Teams Put in Their Prompt Library

Cursor Rules

Standardised .cursorrules for the whole team — no more inconsistent AI context across repos

Claude System Prompts

Shared instructions for Claude that every teammate's conversations inherit automatically

Code Review Checklists

AI-ready PR review criteria so your assistant gives consistent code feedback every time

Writing Templates

Blog post formats, email templates, documentation structures — reused across your whole content team

Brand Voice Guides

Tone, style, and messaging guidelines that load into every AI writing session

Workflow Playbooks

Step-by-step AI workflows for repeated tasks — onboarding, incident response, feature planning

Everything a Team Prompt Library Needs

Skills & Agents

First-class skill types — write, tag, and organise reusable AI instructions as named skills in your library.

Version Control

Full history for every skill with visual diffs, change summaries, and one-click rollback.

Team Sharing

Shared workspaces mean every teammate's AI tools automatically have the same prompt library.

MCP Delivery

Skills load into Claude, Cursor, and other AI tools automatically — no copy-pasting required.

Workflow Bundles

Group related skills into named workflows. Load a whole set of related prompts in one go.

Semantic Search

Find the right skill for any task instantly with semantic search across your whole library.

Frequently Asked Questions

What is a team AI prompt library?

A team AI prompt library is a centralised collection of reusable prompts, system instructions, and AI skills that your whole team can use. Instead of each person maintaining their own prompts, a shared library ensures everyone gets consistent, high-quality AI outputs.

How does Contextium deliver prompts to AI tools?

Contextium uses MCP (Model Context Protocol) to deliver your skills and prompts directly to Claude, Cursor, and other AI tools automatically. Set up once with a single command and your full library is available in every conversation.

Can I manage Cursor rules with Contextium?

Yes. Cursor rules are structured AI instructions — exactly what Contextium skills are designed to store. Create skills in Contextium, connect via MCP, and your Cursor rules are shared and versioned across your entire team.

Is there version control for prompts and skills?

Yes. Every skill has full version history with visual diffs, change summaries, and one-click rollback. You can track exactly what changed in any prompt and restore any previous version instantly.

How do I share AI prompts with my team?

Create skills in a shared Contextium workspace and invite your teammates. Every skill you create is instantly accessible to their AI tools via MCP — no file-sharing or copy-pasting needed.

Build Your Team's Prompt Library Today

Free plan available. Connect to Claude and Cursor in under 5 minutes.