Maor × Angel
discovery call
Let me play back what I think I heard.
A workflow you run yourself, where Claude handles the repetitive heavy lifting — and you + your team focus on the judgment calls.
Three basic principles, for any AI work.
Be specific
Vague prompts get vague answers. "Improve this" ≠ "find 3 unsupported claims in section 2."
Verify, don't trust
AI sounds confident even when wrong. Treat every output as a first draft. Always verify numbers, citations, names.
Iterate, don't restart
First answer is rarely the best. "Try again, but tighter." Refinement > starting over.
Good systems catch them earlier.
Imagine your physical desk. Three areas, three jobs.
The bookshelf · always there, rarely opened
The desk surface · today's work, clear after
The notebook · what today taught me
My own architecture — 4 levels, builds top-down.
Same skeleton as yours will be — just bigger. My stack: Claude Code + Notion as my visual index. For non-technical users, Notion alone handles most of what I do.
The skeleton stays.
Most of the weight shifts.
Yours isn't a portfolio with 18 things. It's one deep mission with a finite end. Same four layers. But most of mine simplifies dramatically — and the depth lands where it matters for you.
Your setup — built for one deep mission.
Same four-level shape as mine, but everything simplifies. The exact files, prompts, and configurations are what we'd design together if there's a fit.
Three things — even if we don't work together.
Build a document index — let AI find before it reads.
Massive doc loads thin Claude's attention fast. Build a small index (Notion DB or even a spreadsheet) with topic · summary · category · file. AI scans the index first, then reads only the doc that matters. Speed + accuracy win, no architecture needed.
Separate concerns — three places, focused units.
Reference shelf · today's desk · notebook. One job per unit. This alone catches most of the friction.
AI accelerates, humans verify.
The system catches errors earlier — but the final judgment stays with you and your team. Set this expectation early.
What happens after today.
Today is just a discovery call — no commitment from either side. Here's the process I'd suggest after this.
Today's call
You walk me through your current workflow. I share how I'd approach it. We figure out together if there's a real fit.
I send a proposal
If I can genuinely help, you get a written proposal — scope, options, pricing, timeframe. Take your time deciding.
If it's a fit, we start small
We'd begin with a foundation phase — understanding your actual setup, mapping your evidence, putting the structure in place. We figure out timing based on your data volume and deadline.
If not, I say so
If after today I'm not the right person, I'll tell you honestly and point you toward someone better placed.
Angel Chen · FREE SOUL 如魚得水