“Manufacturing”

Generates an evidence-backed business workflow and an Agent Skill proposal by interviewing operators and product owners.

Every risk or caveat must cite where it is true right now, or be cut.

Check the basic status of every Zira camera at chosen sites, now or on a schedule — online or offline, battery and charging, temperature, camera on or moved…

Scan a codebase module-by-module with parallel subagents to find bugs, correctness and security defects, over-engineering, and lean refactoring opportunities…

Set up a recurring Zira fleet health report for one or more sites in a few guided steps.

Open a Zira Vision or Pallet Vision dataset for annotation, or its versions, models, training or validation, in Zira with the context filled in.

Decode an international VIN via the CarsXE MCP tool decode_international_vin.

Design the smallest sufficiently rigorous, decision-discriminating product experiment after experimentation has already been independently warranted.

Wires the device-registry hierarchy of an existing Home Assistant Custom Integration so entities group into proper devices — DeviceInfo with identifiers /…

Triage-first session close-out COORDINATOR for any project on this machine.

Autonomous ML research harness.

Ability to analyse, design, optimise, and improve systems that integrate people, processes, technology, and resources to meet defined performance, quality…