Crustdata Recruiter - Claude Skills to turn Claude into a 100x Recruiter
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A set of recruiting skills that runs inside Claude on live data from 1B+ profiles from Crustdata. It learns your judgement with every search, ranks candidates the way you would, explains every candidate it picks, and drafts outreach into your ATS.
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Crustdata
@etiennegarcia Thanks Etienne! Yes we want this to be customized to each recruiter and how they think. This is just not possible with another out of the box SaaS tool
the "learns your judgement with every search" line is the part I'd want to poke at. how many searches does it actually need before the ranking starts feeling like yours instead of a generic Claude default, and does that learning carry over if two recruiters on the same team have genuinely different taste for the same role? feels like it could either be the killer feature or a slow-to-converge black box depending on the answer.
@omri_ben_shoham1 Hey Omri, great question! From what we've seen, it starts feeling personal within the first few searches, but it really depends on the feedback, if you tell it why someone is or isn't a fit, it will adapt very fast with next search.
What about candidates who are not active on linkedin? recruiting a lot of engineers at the moment and not all of them have an active Linkedin profile so how are you handling that? And congrats on launching!
Congrats on launching! which ATS integrations are live right now? we're on ashby and the push-to-ATS part is very challenging right now when I work with other tools
@manjeet_kumar25 Congrats-back and good question 🙏 We have all major ATS as well very niche solutions integrated! Ashby being one of them!
been running crustdata daily across concurrent searches in robotics, autonomy, defense, semi, and sensors, and the thing i keep coming back to is how fast it takes me from a fuzzy brief to a signal-heavy shortlist. between pre-checking filters before spending credits, reading employer + career arc + title-shape in one pass, and closing personal-email gaps other tools just won't touch, i'm getting to the right people before other desks even finish their booleans. the more i use it, the better it reads how i actually think about a candidate.
the speed isn't even the point though. because i'm not sinking hours into profiles that were never going to hit, i get to spend real time on the relationships that actually move the needle. the long-arc, stay-in-touch-through-three-job-changes kind that used to be the whole job before templated cold email flattened everything. right now most engineers are getting 20 near-identical emails a week from people who don't know the space, and the bar to call yourself a sourcer has never been lower. i feel like crustdata has been the way for me to get back to recruiting the way it worked before all this noise: fewer, sharper conversations, sent to the right inbox, compounding over time.
huge congrats team.
@dominique_kimbrough Thank you so much for this incredible testimonial 🙏 it's been great seeing how far you've taken Crustdata across all your searches, and reading how you use it teaches us something about our own product every time 🚀
@Nithish A that's great, having it explain itself rather than just being a black box is honestly the difference between me trusting it and just double checking everything it does anyway. Good to hear it's already there at v1.
Crustdata
@omri_ben_shoham1 Let's get you using it Omri! Would love your feedback to make this better!
Very excited about this launch!
Building in the hiring space too, so this is right up my alley. Genuine question: as resumes get more AI-written and all read as equally polished, how does your setup separate real depth from a well-prompted CV? That is the wall I keep hitting. The Claude Skills angle is a smart way in.
@virko_kask Hey Virko, our approach is to not rank on how the resume reads at all, we look at the verifiable footprint behind it. Work history, real projects, research papers, job changes and more across the web.
Premast
Looks Great! Congrats
@samirrashed Thanks Samir!
Congrats on the launch @nithish_a1
@nithish_a1 @lakshya_singh Thanks Lakshya!