CLAUDE.md generator for data teams

Paste your schema (CREATE TABLE statements, pg_dump --schema-only, or dbt schema.yml). Get a draft rules file for Claude Code, Cursor or Codex that flags the traps agents fall into: cents vs dollars, timezones, test and internal rows, soft deletes and raw tables. Everything runs in your browser, so nothing is uploaded.

Your draft will appear here.

A rules file is a start. Keeping it right is the hard part.

Contextloop serves these definitions to every agent on your team over MCP. When someone corrects an answer, the correction becomes a proposed rule, and a weekly accuracy chart shows whether answers are improving. Free to start, and it imports this file.

Create a free workspace Or read the hand-written template →