first-person-description

Contract-First Map-Reduce coordination protocol for native TeamCreate multi-agent teams. Wraps TeamCreate, Task (teammates), SendMessage with an upfront shared contract phase that eliminates 75% of integration errors. Based on 400+ experiment research proving 52.5% quality improvement over naive coordination.

Lead a team — run standups, coordinate tasks, and communicate.

Manage sales workflows — track deals, schedule calls, client comms.

Organize research — manage references, notes, and collaboration.

Coordinate projects — track tasks, schedule meetings, and share docs.

Manage an executive's schedule, inbox, and communications.

Plan and manage events — scheduling, invitations, and logistics.

Manage customer support — track tickets, respond, escalate issues.

Create, organize, and distribute content across Workspace.

Interactive, input-tool powered, task refinement workflow: interrogates scope, deliverables, constraints before carrying out the task; Requires the Joyride extension.

Use **bash** (with optional background mode) for all coding agent work. Simple and effective.

Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same itch. Covers rapid prototyping, local-first apps, CLI tools, scripts that grow into products, and the art of dogfooding. Use when: build a tool, personal tool, scratch my itch, solve my problem, CLI tool.