Claude Code and Cowork plugins
Turning repeatable judgment into tooling non-technical people can run themselves.
I build Claude Code and Cowork plugins to turn repeatable judgment into tooling non-technical people can run themselves.
Recent examples
- A job-search plugin that scores roles against personal criteria and drafts tailored materials with a fact-checking gate.
- An evaluation system that standardizes how a partner network submits deals.
When something is worth building into a plugin
It comes down to repeatability and complexity. How many steps does the task take, and am I going to do it again.
A job search is a good example. It looks like one task and it’s really several stacked on top of each other. You need your own skills, accomplishments, and history captured somewhere usable, plus a clear read on the kind of work you want to grow into, because having done something before doesn’t mean you want to do it again somewhere else. Then there’s the search itself, the alerts across LinkedIn and Indeed, and the volume landing in your inbox every day.
Postings go up and come back down fast because of how many people are applying, so speed matters. Once the alerts are flowing, the plugin grades each new role against a tiered framework of what I actually want and what I could reasonably get, queues up the good fits, and tells me. It’ll also adjust my resume and cover letter to read more clearly against a specific posting.
The alternative is a long-running conversation where I paste in a job description and react to it one at a time, which takes about as long as reading the posting myself. I don’t have time to look for work full time. This is closer to having a recruiter who’s actually looking out for me.
The fact-checking gate
Context is king and more examples are better, which is AI 101. The harder problem is that a model will still fill gaps with something plausible.
In testing I kept catching the tool fabricating or misreading the context material I’d given it, then making the same mistakes again after I corrected them. The gate is a final pass over the output that goes back to the source documents and checks nothing has been inflated or invented. Small thing, but it catches the failure mode I care most about in anything I’d put my name on.