Stage 1 — Author

Define your standards once.

Author organizational standards as structured contexts with imperatives, examples, and checklists—served to every AI tool via MCP.

The problem

Standards live in 7 different file formats across 50 repos

Rules files drift apart the moment they're copied to a second repo

Non-engineers can't contribute to standards buried in Markdown files

No machine-readable format means AI tools can't verify compliance

Author contexts with imperatives (MUST / NEVER rules), examples, and checklists

Organize standards by domain—development, security, infrastructure, design

Serve any context to any MCP-compatible tool with a single token

Search and discover standards by keyword, domain, or tag

Link related standards with dependencies so AI tools pull context graphs

Web UI

MCP Server

REST API

One knowledge base. Every tool. Every team. Authored once and never out of sync.