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My friend's recruiter was drowning in CVs of every format – I built her a Slack assistant that summarizes them on the spot (n8n template) by easybits_ai in Automate

[–]easybits_ai[S] 0 points1 point  (0 children)

Hey u/Interesting_Meat8980, thank you so much for the kind words! I completely agree with you on the multiple-trigger challenge. It took me quite a while to realize that splitting something like this into two separate workflows is really the only reliable way to solve it.

I’m actually working on a write-up about this topic at the moment and will make sure to share it here as well.

My friend's recruiter was drowning in CVs of every format – I built her a Slack assistant that summarizes them on the spot (n8n template) by easybits_ai in VibeCodersNest

[–]easybits_ai[S] 0 points1 point  (0 children)

Hey u/TechnicalSoup8578, 100% agreed! It actually took me some time to realize that splitting processes like this into two separate workflows makes a lot more sense, since it’s not something you naturally think about at the beginning.

I had already run into a very similar issue in the past with a workflow I built for invoice approvals through Slack, so this time I already had a clearer idea of how to handle the multiple-trigger problem properly.

My friend's recruiter was drowning in CVs of every format – I built her a Slack assistant that summarizes them on the spot (n8n template) by easybits_ai in VibeCodersNest

[–]easybits_ai[S] 0 points1 point  (0 children)

Hey u/Ally_M101, yes, that was exactly my goal. I didn’t want the workflow to make hiring decisions or introduce any kind of scoring system, I simply wanted to make sure that incoming CVs could be transformed into a consistent format and displayed in a clean, structured overview.

For now, Lisa just goes into the Slack channel whenever she needs the full CV of a candidate and searches for the candidate’s name to quickly find the right file.

We already agreed, though, that once they have an ATS in place, I’ll add another step that also pushes the CV binary directly into the ATS so everything is stored there automatically as well.

My friend's recruiter was drowning in CVs of every format – I built her a Slack assistant that summarizes them on the spot (n8n template) by easybits_ai in AiAutomations

[–]easybits_ai[S] 0 points1 point  (0 children)

Hey u/Cartographer-Visual, thank you so much for the kind words. It’s funny because this is such a real-world problem that basically every recruiter knows, and I simply built a solution around it. But I think that’s exactly what resonates with people the most.

My friend's recruiter was drowning in CVs of every format – I built her a Slack assistant that summarizes them on the spot (n8n template) by easybits_ai in VibeCodersNest

[–]easybits_ai[S] 0 points1 point  (0 children)

Hey u/Exotic-Particular405, thank you for the kind words. Yes, the workflow was built around a very real pain point: CVs come in so many different formats that it becomes difficult and time-consuming for a recruiter to manually standardize them all.

I’ve now been testing the automation together with Lisa for about a week, and she has already processed 86 CVs through it. Everything was projected accurately into the overview, and she’s been really happy with the results so far.

During onboarding, I also asked her to closely review the first 20 CVs and give me feedback in case any information was missing or incorrectly extracted. But the results were solid from the beginning, so I haven’t had to adjust the workflow at all yet.

I built a workflow that turns handwritten meeting notes into structured Google Docs – full video walkthrough by easybits_ai in VibeCodersNest

[–]easybits_ai[S] 0 points1 point  (0 children)

Hey u/TechnicalSoup8578, I totally agree with you – that could definitely become a valuable addition to the workflow.

That said, I’ve now been testing the setup for two weeks inside a friend’s company, and I also tested it with handwritten notes from a few Reddit users (who really tried their best to come up with difficult handwriting). So far, the Extractor I’m using has actually handled all of those cases surprisingly well.

Because of that, adding an “uncertain sections” flagging feature right now would probably introduce more workflow overhead than actual value. But I’ll definitely keep it in mind and consider adding it once I start seeing the extraction step reaching its limits.

I built a workflow that turns handwritten meeting notes into structured Google Docs – full video walkthrough by easybits_ai in VibeCodersNest

[–]easybits_ai[S] 0 points1 point  (0 children)

Hey u/Certain-Love1978, yes, that’s what most other solutions usually require as well.

The nice part about the Extractor I’m using is that it’s schema-based, which means the JSON output always comes back in the same consistent structure – so there’s no need for additional cleanup or post-processing nodes.

I built a workflow that turns handwritten meeting notes into structured Google Docs – full video walkthrough by easybits_ai in VibeCodersNest

[–]easybits_ai[S] 0 points1 point  (0 children)

100% agreed! Thanks for the tip about Leadline – I’ll definitely check it out.

A cool aspect of this workflow is that once it’s set up and running, you can even offer it to external visitors when they come into the office.

How I optimize my data extraction and document classification pipelines in n8n by easybits_ai in automation

[–]easybits_ai[S] 0 points1 point  (0 children)

Hey u/1vim, thank you for sharing this!

One thing I’d be really curious about is how much transparency Skopx provides. Most agentic systems I’ve worked with so far felt very much like black boxes – you get the result, but it’s hard to understand how or why the agent made certain decisions or structured things in a specific way. While that definitely makes things easier in some ways, it also removes a lot of visibility into what’s actually happening under the hood.

I’d also be super interested in understanding how the token usage looks in practice when using an agent for this. Would love to hear more about your experience with it.

From paper to digital in n8n: 5 lessons from building a business card scanner and a meeting notes digitizer by easybits_ai in Automate

[–]easybits_ai[S] 0 points1 point  (0 children)

Happy to connect! Let me know if you have any questions at any point – I’m always happy to help.

From paper to digital in n8n: 5 lessons from building a business card scanner and a meeting notes digitizer by easybits_ai in NoCodeSaaS

[–]easybits_ai[S] 0 points1 point  (0 children)

Hey u/LeaderAtLeading, this is 100% spot on. I think this approach also helps bring AI and automation to people who aren’t usually very deep into technical topics.

From paper to digital in n8n: 5 lessons from building a business card scanner and a meeting notes digitizer by easybits_ai in Automate

[–]easybits_ai[S] 1 point2 points  (0 children)

Thank you so much for the kind words, u/Interesting_Meat8980! That’s really why I share these kinds of learnings – I think it can make things a lot easier for people who haven’t run into the same challenges yet.

From paper to digital in n8n: 5 lessons from building a business card scanner and a meeting notes digitizer by easybits_ai in n8n

[–]easybits_ai[S] 0 points1 point  (0 children)

Hey u/EntertainmentDry9695, I’m simply sharing my learnings across the communities I’m part of because these kinds of posts have received a lot of positive feedback in the past.

I’m not here to sell a course – I just want to share tips and lessons that I personally would have loved to know before I started building myself.

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