Compare · Knowledge & Research

Karpathy LLM Wiki vs Distilly Person Profiles

Two knowledge & research skills. Which one fits your job? Side-by-side below.

The short version

Karpathy LLM Wiki

By ClawHub Community

Build a persistent knowledge base that gets smarter every time you add a source or ask a question.

Distilly Person Profiles

By Distilly

Capture how a colleague, mentor, or public figure thinks so your AI can draw on it.

What each one does

Karpathy LLM Wiki

  • Reads your sources and creates structured markdown wiki pages with summaries, key facts, and cross-references
  • Updates existing pages when new sources add information, and flags contradictions between sources
  • Answers questions by synthesizing across your wiki pages with inline citations
  • Runs health checks to find contradictions, orphaned pages, missing cross-references, and gaps in your knowledge base
  • Maintains a master index and operation log so you always know what's in your wiki and how it evolved

Distilly Person Profiles

  • Builds a profile of your own preferences so a personal AI assistant knows who it works for
  • Captures a colleague's workflows, standards, and communication style from their messages and docs
  • Researches a public figure's views and ways of thinking from public sources
  • Imports PDFs, screenshots, email exports, and chat history from Slack, Lark, or WeChat
  • Lets you add new material or correct a profile later, and roll back changes

When to pick each one

Reach for Karpathy LLM Wiki when…

  • You're researching a topic over weeks or months and want to compound your learning instead of re-reading
  • You need to track information from multiple sources and spot where they agree or contradict
  • You're building expertise in a domain and want a searchable, structured knowledge base that grows with you
  • You want your AI to remember what you've already processed and build on it, not start from scratch each time

Reach for Distilly Person Profiles when…

  • A teammate is leaving and you want to keep their know-how and context
  • You want your AI assistant to understand your role, style, and priorities
  • You want to ask how a favorite author or thinker might approach your question
  • You are handing over a project and want the knowledge captured in one place

Quick facts

Karpathy LLM WikiDistilly Person Profiles
Made byClawHub CommunityDistilly
CategoryKnowledge & ResearchKnowledge & Research
SourceView ↗View ↗
Detail pageOpenOpen