circuit

Project overview

Use 396 named bash scripts that map directly to Twenty CRM REST endpoints for CRUD, filtering, batch operations, duplicate merging, attachments, and more than 30 object types. Agents can discover the right script and inspect its expected JSON before execution, reducing malformed requests. The toolkit works as a Claude or OpenClaw skill, through MCP, or in shell automation, and requires bash, curl, jq, and a Twenty API key.

Project overview

LPIM uses a site's sitemap and client materials to build a product-line taxonomy, classify pages, and produce a Product Interest Map plus a findings brief. It is aimed at B2B manufacturers, suppliers, services, and SaaS sites, and deliberately pauses for human review; only the mapper is currently shipped, not visitor qualification or CRM write-back.