Skill: Collaboration

Turn any record into a workspace. Agents and humans contribute updates, tasks, notes, and issues. The record becomes the coordination.

What This Skill Solves

Every organization has entities that multiple people and systems touch — accounts, deals, patients, projects, tickets, students, properties. Today, knowledge about those entities lives in silos: the CRM knows the deal stage, the support desk knows the open tickets, the product tool knows the usage, the sales rep knows the vibe of the last call, and the AI agent knows whatever was in its last prompt.

Nobody has the full picture. And there's no place where all contributors — human and AI — can work on the same entity together.

Traditional collaboration tools (Jira, Notion, Slack) were designed for humans typing to humans. They don't work for AI agents. And "integrations" just copy data between silos — they don't create shared workspaces.

The Mental Model

A patient chart. Multiple specialists — cardiologist, GP, nurse, pharmacist, lab tech — all contribute to the same record. Nobody orchestrates them. Nobody schedules their contributions. They each read the chart, act within their expertise, record what they did, and move on. The chart IS the coordination.

Now apply that to any entity:

• A company account where a sales agent logs call intel, a CS agent tracks health signals, a product agent monitors usage, and a human manager reviews the combined picture