Point it at a well database, set decline parameters, and get a valuation and a map in chat. Its own README says Claude plays reservoir engineer and the server is the calculator, so the decline curve is still a judgment call.
For A&D analysts and reservoir engineers: get a first-pass valuation in chat, then check the curve yourself.
Process engineer Scott Duncan packaged plant practice into a skill, so Claude checks its PFD against standards and a review checklist before handing it over, catching errors like an open control loop or a steam coil above the liquid level. The output is an editable SVG plus the script that made it.
For process and chemical engineers: a first draft of a conceptual PFD in minutes, to mark up like any junior engineer's work.
Apollo chief economist Torsten Slok says revenue per worker and profit margins are rising for the Mag 7 but flat for the other 493 companies in the S&P 500. He says mainstream companies are starting to treat token spending as a cost center. The AI payoff for industrial companies still has to show up in plants, fleets and utilities.
Seeed Studio's open 6-axis arm publishes sheet metal and 3D printed parts and a full bill of materials with purchase links. The post cites a 1.5 kg payload, 650 mm reach and under 0.2 mm repeatability, with software for Python, ROS 1 and 2, Isaac Sim and LeRobot.
For automation engineers, robotics trainers and technical schools: a cheap way to learn robot work cells before buying the real thing.