PRANOTI KSHIRSAGAR
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Knowledge Work

Turn AI Conversations Into Business Intelligence: Track Decisions, Assumptions, and ROI

You just used Claude to solve a strategic problem. You chose approach B over approach A. You made three assumptions about your market. You generated …

May 4, 2026

Claude Skills Hygiene Audit: The Productivity Hack You're Missing

I rebuilt a critical skill three times in six months before I understood what was actually happening. The skill worked perfectly when I wrote it. A …

April 28, 2026

How to Make Your Claude Sessions Searchable and Reusable

You just spent an hour working through a problem with Claude. You made progress. You had breakthroughs. Then you closed the chat.

Two days later, you …

April 28, 2026

Claude Skills Registry: Why Your Automation Library Needs One

I have been building Claude skills for about six months. What started as a handful of reusable workflows has grown into a library of over twenty …

April 26, 2026

Claude's 5-Hour Session Limit: How It Actually Works

You’re mid-task, deep in a document, and Claude stops responding. The message reads: 5-hour limit reached — resets at [time]. It always happens …

April 23, 2026

European Research's Real AI Problem Isn't Adoption — It's Implementation

Understanding where an industry stands on AI adoption is useful. Being able to map it systematically — with verified sources, structured synthesis, …

April 5, 2026

Pranoti Kshirsagar

AI Integration, Science Communication, and Research Strategy

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