Verified Ai Developers — Institutional-Grade Data

We all know the sycophancy problem. Ask Claude for help with a decision and you get:

"You’re absolutely right!"

followed by a generic pros-and-cons list that challenges nothing.
Telling it to "be more critical" just makes it contrarian. Different kind of useless.

I used Claude Code to build a skill that gives Claude a structured reasoning framework. 150+ mental models, and a diagnostic layer that figures out when your thinking is off before picking which model to apply.

Real example from my work as a fractional CTO:

We were building an AI interview platform, 6-month deadline. Team of 4 TypeScript devs. CEO and advisors pushed for Python ("better for AI"). On top of the language question, we had build-vs-buy decisions stacked everywhere: speech-to-text, eva

Dataset Specifications

• Category: Ai Engineers
• Verified Records: 2
• Sourcing: Proprietary structured procurement
• Delivery: Instant CSV download

DigiSphere LLC — Institutional Data Intelligence