One company playbook. Different work, same standards.

Keep reusable prompts, assistants, skills and context in one place — then make them available wherever each team works.

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Runs where your work already happens.

Across your company

Built around the work each team already does.

The same company knowledge can support very different work. Each team gets the context, instructions and tools it needs — without building its own isolated AI setup.

Operations

Make recurring work actually repeatable.

Turn processes, company rules and recurring workflows into reusable instructions instead of piecing them together from documents, old chats and individual know-how. The result is less reinvention and a more consistent way of getting routine work done.

Engineering

Put your standards where the code gets written.

Make architecture context, coding conventions and engineering practices available through MCP directly inside the tools your team already uses. The same shared knowledge can support implementation, reviews and documentation without being tied to a single IDE or AI provider.

Product

Turn product context into repeatable work.

Keep research methods, product knowledge and decision frameworks reusable across discovery, analysis, specifications and documentation. New work can start from what the team already knows instead of rebuilding the background in every conversation.

Customer Success

Answer from the same source of truth.

Give customer-facing work the right product knowledge, tone and processes — so answers stay consistent even when different people or AI tools handle them. When product information changes, update the source instead of fixing the same context in every template.

Sales

Bring your best messaging into every conversation.

Keep positioning, product knowledge, objection handling and proven messaging ready to use from account research to follow-ups and proposals. Good sales context stops living in individual chats and starts becoming something the whole team can build on.

Marketing

Keep every channel on-brand.

Make brand voice, product context and campaign rules reusable, so every new piece of content starts from the same foundation. From one-off requests to recurring campaigns, the knowledge behind good marketing stays available across your AI tools.

Company knowledge that stays useful.

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Reuse your best work.

Write it once. Improve it over time. Stop rebuilding the same instructions in every new chat.

Your keys, your data.

Choose your own providers and models without giving up control of your content.

On-brand on demand.

Attach the voice, facts and rules that matter once and bring them into the work whenever they’re needed.

Works in your tools.

Browser, sqemes Chat or IDE. Your library comes to the tool instead of making you copy it there.

Governed, not scattered. 

Control who can see and use each template instead of relying on conventions and shared documents.

Bring what you already have.

Import existing skills and context, build from MCP and export your work again whenever you want.

Every new person starts from zero.

Without sqemes

New work starts from what you already know.

With sqemes

Example templates:

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