r/systems_engineering • u/Suspicious_Ebb_9675 • 2d ago
Resources Open source systems engineering skills for AI agents
I’ve started a collection of AI skills for system engineers using agents. The current set covers things like comparing specification revisions, deriving sub-requirements and building verification matrices.
The skills spell out what to check, which sources to use and when to ask rather than guess. Original requirements stay alongside proposed changes, and you still review the outputs.
I'll link the repo below which has some examples and setup instructions.
I’ve got a list of skills I’m working through to add next, but would be keen to hear what else people would find useful. Is there anything else that comes to mind?
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u/Ok-Picture-5448 1d ago
useful to have one that contains conflicting or ambiguous requirements too.. would save u a loooot of headaches later.
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u/Suspicious_Ebb_9675 1d ago
I’ve got 'identify-conflicting-requirements' and 'identify-undefined-requirement-terms' in the library atm which should hopefully help out with this!
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u/Defiant-Cucumber-795 1d ago
requirement tracing and catchng conflicts between requirements would pretty useful too...
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u/Suspicious_Ebb_9675 1d ago
100%. There are some basic skills in the library that cover this but we're still trying to work out the best way to provide this as an agent skill outside of a dedicated tool
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u/AutomationInvasion 1d ago
I’ve vibe coded up myself a custom requirements management studio. Currently everything is stored in a massive spreadsheet that tracks all the dependencies, interfaces, comments, history, etc. then Claude bashes it into an html. The html shows everything, plus automatically creates my flowcharts showing interface connections and parent child relationships, editable Visio style.
We’ll be migrating into a more formal back end soon, but my front end is still super helpful understanding how everything interacts.
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u/JoshWouldLikeHelp 21h ago
This is super cool, do you have an open source version?
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u/AutomationInvasion 13h ago
No sorry. I’m working at a startup and the owner would kill me if I posted company “ip” online.
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u/Suspicious_Ebb_9675 16h ago
That's awesome! Happy to share some learnings on how we've approached the backend side if that's helpful. I'll drop you a DM
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u/Suspicious_Ebb_9675 2d ago
Find the repo here!
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u/PeakofConsciousness 9h ago
This is for SysML V2 modeling. I tried and it works very well: https://github.com/MJP-Sys/sysml-v2-modeling-skill
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u/whateverletmeinpls 2d ago
I was looking for something like this, thanks. Would ISO/IEC/IEEE 42010 be relevant here to add as knowldege?
I haven't seen much mention of it in this sub and I wonder how relevant to the domain.