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We build a Graph of public Skills

We build a Graph of public Skills

by mapleeman·Mar 4, 2026·11 points·5 comments

AI Analysis

MidBig Brain

Embeddings + vector search on AI skill graph—but is this a demo or a product you can actually use?

Strengths
  • Memgraph backend with vector-search-then-expand queries is technically sound graph architecture
  • 57.8k skills indexed across 8.1k repos with 252.1k similarity edges shows comprehensive web scraping effort
  • Live subgraph examples (Python, Rust ecosystems) demonstrate real knowledge connectivity, not toy data
Weaknesses
  • Unclear business model and user outcome: is this a curiosity, a database you can query, or a hiring/discovery tool?
  • No clear differentiation from prompt libraries (Awesome LLM Prompts), agent frameworks (LangChain), or existing skill taxonomies
Category
Target Audience

AI/ML engineers, prompt engineers, organizations building multi-skill agent systems

Similar To

Awesome LLM Prompts repositories · LangChain community hub · GitHub Copilot suggestions

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