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AgentManufacturing AI Skillsets
Practical AI Skills for Canadian Manufacturing
Canadian-focused open-source manufacturing skillsets for AI agents, covering production, quality, maintenance, safety, operations, and industrial workflows.
Hi Product Hunt 👋
I’m Jeremy, and today I’m launching AgentManufacturing, an open-source library of portable AI skill packages built around real manufacturing workflows.
The idea behind the project is simple: general-purpose AI can talk about manufacturing, but manufacturing work needs more structure than a good-sounding answer. Methods, evidence, jurisdiction, calculations, safety boundaries, and qualified review all matter.
AgentManufacturing turns that knowledge into reusable skill packages with defined inputs, methods, outputs, and review boundaries.
The library currently includes:
🏭 159 manufacturing skills across 20 families
👷 18 professional skillsets covering 38 workflows
🇨🇦 Canadian jurisdiction overlays kept separate from general manufacturing methods
🔧 Workflows spanning production planning, quality, maintenance, reliability, safety, traceability, continuous improvement, manufacturing data, and more
The project is MIT licensed and completely open source.
It is also deliberately a development library rather than something I’m presenting as a finished production system. Independent model evaluation, qualified source review, and further validation are still part of the roadmap.
If you work in manufacturing, industrial operations, or AI tooling, I’d particularly value your perspective:
Which manufacturing workflow would you most want an AI system to handle better, and what would you need to trust its output?
GitHub:
https://github.com/jeremylongwor...
About AgentManufacturing AI Skillsets on Product Hunt
“Practical AI Skills for Canadian Manufacturing”
AgentManufacturing AI Skillsets was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #132 on the daily leaderboard. Canadian-focused open-source manufacturing skillsets for AI agents, covering production, quality, maintenance, safety, operations, and industrial workflows.
On the analytics side, AgentManufacturing AI Skillsets competes within Productivity, Open Source, Artificial Intelligence and GitHub — topics that collectively have 1.3M followers on Product Hunt. The dashboard above tracks how AgentManufacturing AI Skillsets performed against the three products that launched closest to it on the same day.
Who hunted AgentManufacturing AI Skillsets?
AgentManufacturing AI Skillsets was hunted by Jeremy. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of AgentManufacturing AI Skillsets including community comment highlights and product details, visit the product overview.
Jeremy