Asterism is a new local-first tool that creates a knowledge graph from exported Claude chat histories. It uses a Hebbian learning approach where concepts are strengthened by repeated engagement and fade if left unvisited. The tool stores data locally in SQLite and can inject relevant nodes into Claude prompts for enhanced context. Future development aims to support multiple LLMs beyond Claude and simplify installation. AI
IMPACT Enhances personal knowledge management by creating persistent, context-aware memory layers for LLM interactions.
RANK_REASON This is a new software tool release, not a frontier model release or significant industry event.
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