Product
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July 2026
The Skill Graph — Why My Agent Was Using the Wrong Skill
I have 197 skills across 67 namespaces. My agents were finding the wrong one half the time — or missing it entirely. memgraph is a skill discovery engine that builds a knowledge graph from SKILL.md files and ranks them by relevance to the task at hand. TF-IDF + graph boost, a galaxy visualization, and a feedback command that dual-writes to a central relay. One Go binary, MIT, agent-first.
#memgraph
#agent-first
#skill-discovery
#cli
#devtools
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